title
🔥Google Cloud Platform Full Course | Google Cloud Platform Tutorial | Cloud Computing | Simplilearn

description
🔥 Cloud Architect Masters Program (Discount Coupon - YTBE15):https://www.simplilearn.com/cloud-solutions-architect-masters-program-training?utm_campaign=23AugustTubebuddyExpCC&utm_medium=DescriptionFF&utm_source=youtube 🔥 IIT Guwahati Professional Certificate Program In Cloud Computing And DevOps (India Only): https://www.simplilearn.com/professional-certificate-program-cloud-computing-devops?utm_campaign=GCPFSFeb19-dB6Nf2MeMxg&utm_medium=DescriptionFF&utm_source=youtube 🔥Caltech Cloud Computing Bootcamp(US Only): https://www.simplilearn.com/cloud-computing-bootcamp-certification-course?utm_campaign=GCPFSFeb19-dB6Nf2MeMxg&utm_medium=DescriptionFF&utm_source=youtube The Google Cloud Platform Tutorial video will cover all the important concepts of Google Cloud Platform. Google Cloud Platform is a set of cloud computing services provided by Google that runs on the same infrastructure that Google uses for its end-user products like, YouTube, Gmail and more. In this video, we will be looking into what is GCP? GCP tutorial, AWS vs GCP, GCP web hosting, Google cloud ML, GCP fundamentals, Google Cloud Platform Fundamentals (CP100A) Certification Training. What is GCP? GCP Tutorial AWS vs GCP GCP Web Hosting Google Cloud ML Google Cloud Platform Certificate Training ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Google Cloud Platform(GCP) tutorial videos: https://bit.ly/35r8IPg #GoogleCloudPlatformTutorial #GoogleCloudPlatformFullCourse #GoogleCloudTutorial #GoogleCloudPlatformTutorialForBeginners #CloudComputing #Simplilearn ➡️ About Post Graduate Program In Cloud Computing This Post Graduate Program in Cloud Computing helps you become an expert in designing, planning, and scaling cloud implementations. Our Cloud Computing course helps you master the core skill sets required to design and deploy dynamically scalable and reliable applications on three popular cloud platform providers: Microsoft Azure, AWS, and GCP. ✅ Key Features - Caltech CTME Post Graduate Certificate - Enrolment in Simplilearn’s JobAssist - Receive up to 30 CEUs from Caltech CTME - Simplilearn's JobAssist helps you get noticed by top hiring companies - Attend Masterclasses from Caltech CTME instructors - Live virtual classes led by industry experts, hands-on projects and integrated labs - Online Convocation by Caltech CTME Program Director - 40+ Hands-On Projects and Integrated Labs - Capstone Project in 4 Domains - Caltech CTME Circle Membership ✅ Skills Covered - Cloud Provider Selection - Application Migration - Performance Testing - Cloud Workloads - Identity Access Management - Autoscaling - Disaster Recovery - Web Services and API - Cloud Migration and Deployment - Database Management - MultiCloud Deployment - Storage Services 👉 Learn More At: https://www.simplilearn.com/pgp-cloud-computing-certification-training-course?utm_campaign=GCPFSFeb19-dB6Nf2MeMxg&utm_medium=Description&utm_source=youtube 🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688

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{'title': '🔥Google Cloud Platform Full Course | Google Cloud Platform Tutorial | Cloud Computing | Simplilearn', 'heatmap': [], 'summary': "This full course on google cloud platform (gcp) covers key concepts, services, and usage, including gcp's comparison with aws and azure, ferrero's bigquery solution, managing resources, storage, and services, and real-world use cases. the course also discusses gcp's benefits, pricing, and advantages over aws, showcasing its impact on revenue growth, cost-effective solutions, and average salary of a certified google data engineer at $102,000 per year.", 'chapters': [{'end': 949.811, 'segs': [{'end': 95.134, 'src': 'embed', 'start': 60.826, 'weight': 0, 'content': [{'end': 63.947, 'text': 'with a proper hands-on demonstration on these services.', 'start': 60.826, 'duration': 3.121}, {'end': 69.628, 'text': 'Following that, we will have a comparison between GCP,', 'start': 65.066, 'duration': 4.562}, {'end': 75.81, 'text': "AWS and Azure and we'll see how they differ from each other and how they hold their individuality.", 'start': 69.628, 'duration': 6.182}, {'end': 85.272, 'text': 'And then, at the end, we will understand some of its depth concepts like GCP Web Hosting and GCP Cloud ML.', 'start': 77.33, 'duration': 7.942}, {'end': 95.134, 'text': 'And towards the end, we will take you through GCP fundamentals and certification training that will help you gain this certification.', 'start': 87.051, 'duration': 8.083}], 'summary': 'Comparison of gcp, aws, and azure, depth concepts like gcp web hosting and cloud ml, and gcp fundamentals and certification training.', 'duration': 34.308, 'max_score': 60.826, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg60826.jpg'}, {'end': 441.958, 'src': 'embed', 'start': 415.527, 'weight': 1, 'content': [{'end': 419.429, 'text': 'Now let us see few of most important reasons why it stands out.', 'start': 415.527, 'duration': 3.902}, {'end': 428.693, 'text': 'When you talk about pricing, pricing is one of the significant factors that make Google Cloud stand out among the other cloud providers.', 'start': 420.289, 'duration': 8.404}, {'end': 434.455, 'text': 'It offers a monthly pricing plan, which is billed according to monthly usage.', 'start': 429.853, 'duration': 4.602}, {'end': 441.958, 'text': 'And when we talk about billing here, the billing can be in hours, it can be in minutes, and it can also be in seconds.', 'start': 434.935, 'duration': 7.023}], 'summary': 'Google cloud stands out for its monthly billing plan and flexible time-based billing options.', 'duration': 26.431, 'max_score': 415.527, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg415527.jpg'}, {'end': 516.113, 'src': 'embed', 'start': 492.383, 'weight': 2, 'content': [{'end': 504.088, 'text': 'you can purchase a specific amount of virtual CPU cores and memory for up to 57% discount off regular prices if you commit usage for either one or three years.', 'start': 492.383, 'duration': 11.705}, {'end': 506.029, 'text': 'Now, this is just one option.', 'start': 504.268, 'duration': 1.761}, {'end': 510.731, 'text': "There are various such options which you can learn about from the Google Cloud's page.", 'start': 506.509, 'duration': 4.222}, {'end': 516.113, 'text': 'And that really suits different customers for their different requirements.', 'start': 511.431, 'duration': 4.682}], 'summary': 'Purchase virtual cpu cores and memory for up to 57% off by committing usage for 1 or 3 years, with various options available.', 'duration': 23.73, 'max_score': 492.383, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg492383.jpg'}, {'end': 589.095, 'src': 'embed', 'start': 565.682, 'weight': 4, 'content': [{'end': 574.568, 'text': 'Now, when we talk about customers, any or every customer would prefer to have low latency high throughput based services.', 'start': 565.682, 'duration': 8.886}, {'end': 581.672, 'text': 'They would want to use higher speeds to process their data in as less time as possible.', 'start': 575.029, 'duration': 6.643}, {'end': 584.613, 'text': 'Google provides a low latency network infrastructure.', 'start': 581.992, 'duration': 2.621}, {'end': 589.095, 'text': 'In fact, you can say that when you are using Google Cloud services,', 'start': 585.053, 'duration': 4.042}], 'summary': 'Customers prefer low latency, high throughput services. google offers low latency network infrastructure.', 'duration': 23.413, 'max_score': 565.682, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg565682.jpg'}, {'end': 650.72, 'src': 'embed', 'start': 622.168, 'weight': 3, 'content': [{'end': 624.231, 'text': 'you have veracity, validity.', 'start': 622.168, 'duration': 2.063}, {'end': 626.861, 'text': 'volatility, virality, and so on.', 'start': 624.639, 'duration': 2.222}, {'end': 639.251, 'text': 'So, if an organization is working on big data, Google Cloud can be a better choice, because Google has many innovative tools for cloud warehousing,', 'start': 627.401, 'duration': 11.85}, {'end': 644.835, 'text': 'for example, such as BigQuery, and even real-time data processing tools such as Dataflow.', 'start': 639.251, 'duration': 5.584}, {'end': 650.72, 'text': 'BigQuery is a data warehouse that allows massive processing of data at high speeds.', 'start': 645.215, 'duration': 5.505}], 'summary': 'Google cloud offers innovative tools like bigquery for high-speed data processing in big data applications.', 'duration': 28.552, 'max_score': 622.168, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg622168.jpg'}], 'start': 34.031, 'title': 'Google cloud platform', 'summary': "Provides an overview of google cloud platform (gcp) including key concepts, comparison with aws and azure, gcp domains and services, gcp web hosting, and gcp cloud ml. it also covers gcp's pricing structure, resources for learning and certification, and discusses the speed, customer satisfaction, and various services offered by gcp such as low latency network infrastructure, big data solutions, machine learning, ai tools, and specific domain services.", 'chapters': [{'end': 291.32, 'start': 34.031, 'title': 'Google cloud platform overview', 'summary': "Introduces google cloud platform (gcp), covering its key concepts, comparison with aws and azure, gcp domains and services, gcp web hosting, and gcp cloud ml, along with the benefits of cloud computing, its service models, and gcp's popularity in the market.", 'duration': 257.289, 'highlights': ['GCP domains comprising various services like compute storage, networking, IoT, etc. with a proper hands-on demonstration on these services. The chapter explores the GCP domains, including compute, storage, networking, and IoT, with a focus on hands-on demonstrations for a practical understanding.', "Comparison between GCP, AWS and Azure and we'll see how they differ from each other and how they hold their individuality. The video compares GCP with AWS and Azure, highlighting their differences and individual strengths, providing a comprehensive analysis for viewers.", 'GCP Web Hosting and GCP Cloud ML. The chapter delves into advanced GCP concepts such as GCP Web Hosting and GCP Cloud ML, offering insights into these important aspects of Google Cloud Platform.', 'Cloud computing is the use of hardware and software components to deliver a service to a network. The explanation of cloud computing as the utilization of hardware and software to provide network services is provided, framing the fundamental concept for the audience.', "The chapter introduces Google Cloud Platform (GCP), covering its key concepts, comparison with AWS and Azure, GCP domains and services, GCP Web Hosting, and GCP Cloud ML, along with the benefits of cloud computing, its service models, and GCP's popularity in the market. The summary encapsulates the entire scope of the video, providing an overview of the key topics discussed and the significance of the Google Cloud Platform for the audience."]}, {'end': 516.113, 'start': 291.32, 'title': 'Google cloud platform: pricing and resources', 'summary': 'Discusses the value of google cloud platform, highlighting its pricing structure, including options for monthly billing, committed use discounts, and various resources available for learning and certification.', 'duration': 224.793, 'highlights': ['Google Cloud offers monthly billing based on usage, including options for hourly, minute, and second billing, catering to different customer requirements. Google Cloud stands out due to its monthly billing plan, offering flexibility in billing based on varying time units, providing a tailored pricing structure for customers.', "Committed use discounts of up to 57% off regular prices are available for specific virtual CPU cores and memory, catering to customers' long-term usage commitments. Customers can benefit from committed use discounts, allowing them to purchase virtual CPU cores and memory at significantly discounted prices for one or three-year commitments, offering cost-effective solutions.", 'Cloudacademy.com offers a free trial with access to videos covering Google Cloud essentials and certification-related content, providing valuable resources for learning and skill development. Cloudacademy.com provides a free trial with a vast library of videos focusing on Google Cloud essentials and certification-related content, offering an opportunity for users to explore and enhance their knowledge.']}, {'end': 949.811, 'start': 517.145, 'title': 'Google cloud services overview', 'summary': 'Discusses the speed, customer satisfaction, and various services of google cloud platform, including low latency network infrastructure, big data solutions like bigquery, innovative machine learning and ai tools, and specific domain services like compute, storage, networking, big data, developer tools, and identity and security.', 'duration': 432.666, 'highlights': ['Google provides its Google Cloud and Google App customer speed up to 10 terabytes because of its faster cable system. Google Cloud and Google App customer speed reaches up to 10 terabytes due to the faster cable system, enhancing performance and customer satisfaction.', 'Google Cloud offers a low latency network infrastructure which is used by popular services like Google Search and YouTube, leading to high throughput based services preferred by customers. Google Cloud provides low latency network infrastructure utilized by popular services like Google Search and YouTube, offering high throughput based services preferred by customers.', 'Google Cloud provides innovative tools for cloud warehousing, such as BigQuery, and real-time data processing tools like Dataflow, enabling massive processing of data at high speeds. Google Cloud offers innovative tools for cloud warehousing, including BigQuery, and real-time data processing tools like Dataflow, allowing high-speed processing of massive data.']}], 'duration': 915.78, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg34031.jpg', 'highlights': ["The chapter introduces Google Cloud Platform (GCP), covering its key concepts, comparison with AWS and Azure, GCP domains and services, GCP Web Hosting, and GCP Cloud ML, along with the benefits of cloud computing, its service models, and GCP's popularity in the market.", 'Google Cloud offers monthly billing based on usage, including options for hourly, minute, and second billing, catering to different customer requirements.', "Committed use discounts of up to 57% off regular prices are available for specific virtual CPU cores and memory, catering to customers' long-term usage commitments.", 'Google Cloud provides innovative tools for cloud warehousing, such as BigQuery, and real-time data processing tools like Dataflow, enabling massive processing of data at high speeds.', 'Google Cloud provides low latency network infrastructure utilized by popular services like Google Search and YouTube, offering high throughput based services preferred by customers.']}, {'end': 1830.516, 'segs': [{'end': 1023.756, 'src': 'embed', 'start': 950.612, 'weight': 0, 'content': [{'end': 955.774, 'text': 'you also have cloud services which are related to internet of things.', 'start': 950.612, 'duration': 5.162}, {'end': 965.138, 'text': 'so very much would be used by organizations who would be working on iot devices or the data generated by these devices.', 'start': 955.774, 'duration': 9.364}, {'end': 972.761, 'text': 'so various services here are cloud iot core, you have edge tpu and cloud iot.', 'start': 965.138, 'duration': 7.623}, {'end': 981.618, 'text': 'also, when we talk about cloud ai, that is artificial intelligence, this comprises of services related to machine learning and much more.', 'start': 972.761, 'duration': 8.857}, {'end': 991.685, 'text': 'so you have cloud auto ml, cloud tpu, cloud machine learning engine, job discovery, dialog flow, enterprise natural language,', 'start': 981.618, 'duration': 10.067}, {'end': 995.287, 'text': 'cloud text to speech and much more.', 'start': 991.685, 'duration': 3.602}, {'end': 1004.133, 'text': 'if you would be interested in services related to api platform, then there are different services under this category or this domain.', 'start': 995.287, 'duration': 8.846}, {'end': 1005.554, 'text': 'so you have maps platform.', 'start': 1004.133, 'duration': 1.421}, {'end': 1017.411, 'text': 'You have APG, API platform, monetization developer portal analytics, that is, API analytics, APG sense, cloud endpoints and service infrastructure.', 'start': 1006.089, 'duration': 11.322}, {'end': 1023.756, 'text': 'So these are some of the listing of services under each cloud platform domain.', 'start': 1018.154, 'duration': 5.602}], 'summary': 'Cloud services include iot, ai, and api platforms with specific offerings like cloud iot core, edge tpu, cloud automl, and api platform services.', 'duration': 73.144, 'max_score': 950.612, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg950612.jpg'}, {'end': 1150.605, 'src': 'embed', 'start': 1100.183, 'weight': 3, 'content': [{'end': 1101.424, 'text': "Now that's one of the challenge.", 'start': 1100.183, 'duration': 1.241}, {'end': 1114.375, 'text': 'Ferrero wanted to create a digital ecosystem where there was a point of contact with its customers and also a foundation for an innovative data driven marketing strategy.', 'start': 1102.005, 'duration': 12.37}, {'end': 1122.152, 'text': 'What was the solution here? So one of the service of cloud platforms or Google Cloud Platform is BigQuery.', 'start': 1115.049, 'duration': 7.103}, {'end': 1130.875, 'text': "And this was an answer to Ferrero's challenges since it was capable of hyper-fast and efficient data analysis as a solution.", 'start': 1122.652, 'duration': 8.223}, {'end': 1137.16, 'text': 'Now, as I mentioned, BigQuery is a data warehouse which allows you to store structured data.', 'start': 1131.618, 'duration': 5.542}, {'end': 1148.944, 'text': 'Now, this could directly be used as a service where you could store in any amount of data and you would not be paying for storage.', 'start': 1137.6, 'duration': 11.344}, {'end': 1150.605, 'text': 'So there are different pricing models.', 'start': 1148.964, 'duration': 1.641}], 'summary': "Ferrero aimed to create a digital ecosystem for innovative data-driven marketing. google cloud's bigquery provided hyper-fast data analysis and cost-effective storage solutions.", 'duration': 50.422, 'max_score': 1100.183, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg1100183.jpg'}, {'end': 1237.208, 'src': 'embed', 'start': 1208.878, 'weight': 5, 'content': [{'end': 1215.061, 'text': 'Ferrero was also able to personalize its marketing strategies to match the user needs.', 'start': 1208.878, 'duration': 6.183}, {'end': 1226.13, 'text': 'Now Google Cloud Platform completely tailored the website, mobile content, and advertising, and created a very cost-effective media buy strategy.', 'start': 1216.223, 'duration': 9.907}, {'end': 1230.607, 'text': 'Now, these were some basics on Google Cloud.', 'start': 1226.826, 'duration': 3.781}, {'end': 1237.208, 'text': 'Now, as I said, you can always find a lot of details about pricing, about services,', 'start': 1230.787, 'duration': 6.421}], 'summary': 'Ferrero personalized marketing with google cloud, achieving cost-effective media buy strategy.', 'duration': 28.33, 'max_score': 1208.878, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg1208878.jpg'}], 'start': 950.612, 'title': "Google cloud and ferrero's bigquery solution", 'summary': "Introduces google cloud services including cloud iot, cloud ai, and api platform, offering a range of services for organizations working with iot devices or ai technology. it also details how ferrero overcame data management challenges by leveraging google cloud platform's bigquery, leading to personalized marketing strategies and cost-effective media buy strategy.", 'chapters': [{'end': 1023.756, 'start': 950.612, 'title': 'Google cloud services overview', 'summary': 'Introduces google cloud services including cloud iot, cloud ai, and api platform, offering a range of services such as cloud iot core, cloud automl, and api analytics for organizations working with iot devices or ai technology.', 'duration': 73.144, 'highlights': ['Google Cloud offers services for IoT, AI, and API platform, catering to organizations working with IoT devices and AI technology.', 'Cloud AI services include Cloud AutoML, Cloud TPU, and Cloud Machine Learning Engine, providing organizations with tools for machine learning and AI development.', 'Under the API platform, services such as Maps Platform, API Analytics, and Cloud Endpoints are available, offering organizations tools for API management and analytics.']}, {'end': 1830.516, 'start': 1024.477, 'title': "Ferrero's bigquery solution", 'summary': "Details how ferrero, a leading chocolate and confectionery producer, overcame its data management challenges by leveraging google cloud platform's bigquery, enabling efficient data analysis and leading to personalized marketing strategies and cost-effective media buy strategy.", 'duration': 806.039, 'highlights': ['Ferrero faced challenges related to the volume, speed, and variety of data as the business grew, leading to the need for a data storage, processing, and analysis system for a wide customer database. Ferrero encountered issues with data management due to business growth, necessitating a system for storing, processing, and analyzing data for a wide customer database.', 'BigQuery, a service of Google Cloud Platform, provided a solution capable of hyper-fast and efficient data analysis, allowing business analysts to store and analyze massive data sets reliably, quickly, and affordably. BigQuery by Google Cloud Platform offered a solution for efficient data analysis, enabling reliable and affordable storage and analysis of massive data sets.', "Ferrero's use of Google Cloud's BigQuery enabled the division of their database into real-time, actionable consumer clusters, leading to more accurate user profiles and personalized marketing strategies. By utilizing Google Cloud's BigQuery, Ferrero could categorize their database into actionable consumer clusters, resulting in more accurate user profiles and personalized marketing strategies.", "The solution allowed Ferrero to personalize marketing strategies, tailor website and mobile content, and establish a cost-effective media buy strategy, contributing to improved customer satisfaction and enhanced user experience. Ferrero's adoption of the solution led to personalized marketing strategies, tailored content, and a cost-effective media buy strategy, enhancing customer satisfaction and user experience."]}], 'duration': 879.904, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg950612.jpg', 'highlights': ['Google Cloud offers services for IoT, AI, and API platform, catering to organizations working with IoT devices and AI technology.', 'Cloud AI services include Cloud AutoML, Cloud TPU, and Cloud Machine Learning Engine, providing organizations with tools for machine learning and AI development.', 'Under the API platform, services such as Maps Platform, API Analytics, and Cloud Endpoints are available, offering organizations tools for API management and analytics.', 'BigQuery, a service of Google Cloud Platform, provided a solution capable of hyper-fast and efficient data analysis, allowing business analysts to store and analyze massive data sets reliably, quickly, and affordably.', "Ferrero's use of Google Cloud's BigQuery enabled the division of their database into real-time, actionable consumer clusters, leading to more accurate user profiles and personalized marketing strategies.", 'The solution allowed Ferrero to personalize marketing strategies, tailor website and mobile content, and establish a cost-effective media buy strategy, contributing to improved customer satisfaction and enhanced user experience.']}, {'end': 2985.256, 'segs': [{'end': 1856.145, 'src': 'embed', 'start': 1830.796, 'weight': 1, 'content': [{'end': 1835.857, 'text': 'So, when you log in, it creates a particular project and you could create a new project,', 'start': 1830.796, 'duration': 5.061}, {'end': 1842.038, 'text': 'and project would be to dedicate your different services or different resources for different project.', 'start': 1835.857, 'duration': 6.181}, {'end': 1850.3, 'text': 'So this is your dashboard, which basically shows your project, which shows you a project number and a project ID, which is always unique.', 'start': 1842.559, 'duration': 7.741}, {'end': 1854.083, 'text': 'now you can click on this and this if you would want.', 'start': 1850.84, 'duration': 3.243}, {'end': 1856.145, 'text': 'you can hide this information.', 'start': 1854.083, 'duration': 2.062}], 'summary': 'The platform allows users to create and manage projects, each with a unique project number and id.', 'duration': 25.349, 'max_score': 1830.796, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg1830796.jpg'}, {'end': 1946.584, 'src': 'embed', 'start': 1920.258, 'weight': 2, 'content': [{'end': 1925.319, 'text': 'add dynamic logging, monitoring errors, deploying a hello world app and so on.', 'start': 1920.258, 'duration': 5.061}, {'end': 1927.099, 'text': 'Now this is your dashboard.', 'start': 1925.859, 'duration': 1.24}, {'end': 1934.621, 'text': 'I can click on activity and that would show me what kind of activity I would have done in my cloud platform.', 'start': 1927.359, 'duration': 7.262}, {'end': 1940.222, 'text': 'I can always choose the kind of activities by saying activity type.', 'start': 1935.001, 'duration': 5.221}, {'end': 1941.743, 'text': 'I can choose the resources.', 'start': 1940.483, 'duration': 1.26}, {'end': 1945.484, 'text': 'Now it shows me that I created some VM instances.', 'start': 1942.183, 'duration': 3.301}, {'end': 1946.584, 'text': 'I deleted them.', 'start': 1945.624, 'duration': 0.96}], 'summary': 'Dashboard shows activity log and resource usage, including creation and deletion of vm instances.', 'duration': 26.326, 'max_score': 1920.258, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg1920258.jpg'}, {'end': 2055.907, 'src': 'embed', 'start': 2026.769, 'weight': 0, 'content': [{'end': 2028.51, 'text': 'Might be I was evaluating a product.', 'start': 2026.769, 'duration': 1.741}, {'end': 2031.212, 'text': 'Might be I was using a particular product.', 'start': 2028.951, 'duration': 2.261}, {'end': 2038.936, 'text': 'So you have, whenever you would want to use a particular service from Google Cloud Platform, you would be enabling these APIs.', 'start': 2031.592, 'duration': 7.344}, {'end': 2041.998, 'text': 'So here we see some APIs for Dataproc.', 'start': 2039.377, 'duration': 2.621}, {'end': 2044.94, 'text': 'You have logging, monitoring.', 'start': 2042.438, 'duration': 2.502}, {'end': 2051.88, 'text': 'You have Resource Manager API, you have Cloud SQL, which allows you to directly use MySQL or Postgres.', 'start': 2045.39, 'duration': 6.49}, {'end': 2055.907, 'text': 'You have Cloud Storage, right? And so many APIs.', 'start': 2052.362, 'duration': 3.545}], 'summary': 'Evaluation of google cloud platform products, including dataproc, cloud sql, and cloud storage, involves enabling various apis for logging, monitoring, and resource management.', 'duration': 29.138, 'max_score': 2026.769, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg2026769.jpg'}, {'end': 2589.359, 'src': 'embed', 'start': 2534.408, 'weight': 3, 'content': [{'end': 2537.994, 'text': 'And you can be doing that using Compute Engine API.', 'start': 2534.408, 'duration': 3.586}, {'end': 2546.412, 'text': 'So Compute Engine instances can run the public images for Linux or Windows servers that Google provides.', 'start': 2538.809, 'duration': 7.603}, {'end': 2553.215, 'text': 'You also have option of creating or using custom images that you can create and import from your existing systems.', 'start': 2546.752, 'duration': 6.463}, {'end': 2561.658, 'text': 'You can deploy Docker containers which are automatically launched on instance running containers optimized OS.', 'start': 2553.755, 'duration': 7.903}, {'end': 2564.9, 'text': 'Now, when you talk about instances and projects,', 'start': 2562.398, 'duration': 2.502}, {'end': 2573.967, 'text': 'always remember that in each instance belongs to a Google Cloud console project and a project can have one or more instances.', 'start': 2564.9, 'duration': 9.067}, {'end': 2577.83, 'text': 'When you talk about instances and storage options.', 'start': 2574.948, 'duration': 2.882}, {'end': 2585.436, 'text': 'each instance has a small boot persistent disk, which I will show you in further screens.', 'start': 2577.83, 'duration': 7.606}, {'end': 2586.677, 'text': 'that contains the OS.', 'start': 2585.436, 'duration': 1.241}, {'end': 2589.359, 'text': 'You can add more storage space if needed.', 'start': 2586.997, 'duration': 2.362}], 'summary': 'Compute engine api runs public or custom images, with option for docker containers and storage expansion.', 'duration': 54.951, 'max_score': 2534.408, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg2534408.jpg'}, {'end': 2643.69, 'src': 'embed', 'start': 2618.451, 'weight': 5, 'content': [{'end': 2627.858, 'text': 'an instance uses internet to communicate within any machine, so that could be virtual, physical or outside its own network.', 'start': 2618.451, 'duration': 9.407}, {'end': 2630.58, 'text': 'when you talk about instances and containers,', 'start': 2627.858, 'duration': 2.722}, {'end': 2638.766, 'text': 'you should remember that compute engine instances support a declarative method for launching your application using containers.', 'start': 2630.58, 'duration': 8.186}, {'end': 2643.69, 'text': 'Now you can create a VM instance or a VM instance template.', 'start': 2639.627, 'duration': 4.063}], 'summary': 'Compute engine instances support declarative method for launching applications using containers.', 'duration': 25.239, 'max_score': 2618.451, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg2618451.jpg'}], 'start': 1830.796, 'title': 'Google cloud platform overview', 'summary': "Provides a detailed overview of the google cloud platform, covering the usage of various apis and services, navigation through the platform's console and command line tool, creating instances using compute engine, and the range of services offered by google cloud.", 'chapters': [{'end': 1974.46, 'start': 1830.796, 'title': 'Google cloud platform dashboard overview', 'summary': 'Provides an overview of the google cloud platform dashboard, including the creation of projects, visualization of services usage, billing information for the month of april, and the activity log displaying actions such as vm instance creation, deletion, and rule changes.', 'duration': 143.664, 'highlights': ['The dashboard displays project information, including a unique project number and project ID. The dashboard shows project details, such as a unique project number and ID.', "Visualization of services usage, such as the Compute Engine displaying the percentage of CPU usage. The dashboard provides graphical information about services usage, including the Compute Engine's CPU usage percentage.", 'Billing information for the month of April is presented, allowing detailed charge viewing, reporting, and access to various Google APIs. The billing section shows details for the April month, offering options for detailed charge viewing, reporting, and access to Google APIs.', 'The activity log displays actions like VM instance creation, deletion, metadata updates, firewall rule changes, and permissions granting. The activity log records various actions, including VM instance management, firewall rule changes, and permissions granting.']}, {'end': 2561.658, 'start': 1974.741, 'title': 'Google cloud platform overview', 'summary': "Provides a detailed overview of the google cloud platform, covering the usage of various apis and services, navigation through the platform's console and command line tool, creating instances using compute engine, and the range of services offered by google cloud.", 'duration': 586.917, 'highlights': ['The chapter gives a comprehensive overview of the APIs and services available on the Google Cloud Platform, detailing the usage of compute engine, BigQuery, Cloud Dataproc, Cloud Storage, Cloud SQL, and other services, emphasizing the enabling and evaluation of different APIs. The transcript provides an in-depth explanation of various APIs and services offered by Google Cloud Platform, including compute engine, BigQuery, Cloud Dataproc, Cloud Storage, Cloud SQL, and others, highlighting the process of enabling and evaluating different APIs.', "The transcript explains the navigation through the Google Cloud Platform's console, the use of the hamburger menu for accessing different sections such as home, marketplace, and billing, along with the availability of support for reaching out to the Google support team. Detailed navigation instructions are provided for accessing different sections such as home, marketplace, billing, and support through the hamburger menu on the Google Cloud Platform's console, along with the availability of support for reaching out to the Google support team.", 'The transcript provides a walkthrough of creating instances on Google Cloud Platform using the Compute Engine service, highlighting the process of creating, managing, and connecting to instances, emphasizing the options available for using public images, custom images, and deploying Docker containers. A step-by-step demonstration is presented for creating instances on Google Cloud Platform using the Compute Engine service, emphasizing the options for using public images, custom images, and deploying Docker containers, along with the process of managing and connecting to instances.', "The chapter covers the usage of Google Cloud's console and command line tool, emphasizing the availability of the cloud shell, its activation for working from the command line, and the process of setting up the Cloud SDK on a Windows machine for command line usage. The transcript provides an overview of using Google Cloud's console and command line tool, highlighting the availability and activation of the cloud shell for working from the command line, along with the process of setting up the Cloud SDK on a Windows machine for command line usage."]}, {'end': 2985.256, 'start': 2562.398, 'title': 'Google cloud instances and projects', 'summary': 'Explains how to create and manage instances in google cloud, detailing the association of instances with projects, storage options, networks, containers, and the process of creating a vm instance using google cloud console, including the configuration options available.', 'duration': 422.858, 'highlights': ['Each instance belongs to a Google Cloud console project, and a project can have one or more instances. This clarifies the relationship between instances and projects, providing a clear understanding of their association.', 'Each instance has a small boot persistent disk containing the OS, with the ability to add more storage space if needed. Details the storage options for instances, emphasizing the presence of a boot persistent disk and the flexibility to increase storage space.', "A project can have up to five VPC networks, allowing resources within one's subnet, and each instance belongs to one VPC network. Provides information on the network capabilities, specifying the limit of VPC networks per project and the association of instances with VPC networks.", 'Compute engine instances support a declarative method for launching applications using containers, with the ability to create a VM instance or template and associate SSH keys for access management. Explains the support for launching applications using containers, creating VM instances or templates, and the process of associating SSH keys for access management.', 'Guidance on creating a VM instance using Google Cloud Console, including configuration options, such as instance name, labels, region, availability zone, machine configurations, and boot disk selection. Provides a step-by-step guide on creating a VM instance using Google Cloud Console, highlighting the various configuration options available.']}], 'duration': 1154.46, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg1830796.jpg', 'highlights': ['The chapter provides a comprehensive overview of the APIs and services available on the Google Cloud Platform, including compute engine, BigQuery, Cloud Dataproc, Cloud Storage, Cloud SQL, and others.', 'The dashboard displays project information, such as a unique project number, project ID, services usage visualization, and billing details for the month of April.', 'The activity log records various actions, including VM instance management, firewall rule changes, and permissions granting.', 'The transcript provides a walkthrough of creating instances on Google Cloud Platform using the Compute Engine service, emphasizing the options for using public images, custom images, and deploying Docker containers.', 'Each instance belongs to a Google Cloud console project, and a project can have one or more instances, clarifying the relationship between instances and projects.', 'Compute engine instances support a declarative method for launching applications using containers, with the ability to create a VM instance or template and associate SSH keys for access management.']}, {'end': 3647.116, 'segs': [{'end': 3033.825, 'src': 'embed', 'start': 3008.071, 'weight': 3, 'content': [{'end': 3017.618, 'text': 'you can also set access for each api or you can give full access to all cloud apis so that, based on your requirement, you can anytime change later.', 'start': 3008.071, 'duration': 9.547}, {'end': 3024.845, 'text': 'also, we will also say allow http traffic and we can also choose allow HTTPS traffic.', 'start': 3017.618, 'duration': 7.227}, {'end': 3031.624, 'text': 'that basically allows me to access this machine or services which are HTTP based accessible from this machine.', 'start': 3024.845, 'duration': 6.779}, {'end': 3033.825, 'text': 'now i can just click on create.', 'start': 3031.624, 'duration': 2.201}], 'summary': 'Customize api access, enable http/https traffic, and create services with ease.', 'duration': 25.754, 'max_score': 3008.071, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg3008071.jpg'}, {'end': 3106.674, 'src': 'embed', 'start': 3081.636, 'weight': 1, 'content': [{'end': 3088.88, 'text': 'You can also use PuttyGen, which will be allowing you to create a private and a public key, which I have done in my case.', 'start': 3081.636, 'duration': 7.244}, {'end': 3089.84, 'text': 'Let me show you how.', 'start': 3089.04, 'duration': 0.8}, {'end': 3097.044, 'text': 'So what you can do is you can go to PuttyGen to begin with, and here you can click on generate.', 'start': 3090.32, 'duration': 6.724}, {'end': 3105.292, 'text': 'now, then, to have this key generated, just move your cursor on the top here in the empty space, and that creates your key.', 'start': 3097.384, 'duration': 7.908}, {'end': 3106.674, 'text': 'you can give it a name.', 'start': 3105.292, 'duration': 1.382}], 'summary': 'Puttygen enables creation of private and public keys, generated by moving the cursor, allowing secure access.', 'duration': 25.038, 'max_score': 3081.636, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg3081636.jpg'}, {'end': 3210.578, 'src': 'embed', 'start': 3180.367, 'weight': 0, 'content': [{'end': 3183.328, 'text': 'Once you give that, it resolves and shows you the name.', 'start': 3180.367, 'duration': 2.961}, {'end': 3188.111, 'text': 'And this is good enough so that I can use my SSH client to connect to this machine.', 'start': 3183.808, 'duration': 4.303}, {'end': 3193.354, 'text': 'I can click on create and this will basically create my VM instance.', 'start': 3188.511, 'duration': 4.843}, {'end': 3199.397, 'text': 'It will take some time and then your instance will have an internal IP which will show up here.', 'start': 3193.894, 'duration': 5.503}, {'end': 3204.63, 'text': 'external ip and it will also show you options to connect to these machines.', 'start': 3200.023, 'duration': 4.607}, {'end': 3206.673, 'text': 'so this is my internal ip.', 'start': 3204.63, 'duration': 2.043}, {'end': 3210.578, 'text': 'this is my external ip which i can use to connect from a client.', 'start': 3206.673, 'duration': 3.905}], 'summary': 'Creating a vm instance will provide an internal and external ip for ssh connection.', 'duration': 30.211, 'max_score': 3180.367, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg3180367.jpg'}, {'end': 3372.238, 'src': 'embed', 'start': 3347.175, 'weight': 4, 'content': [{'end': 3355.125, 'text': 'I can do a start of the machine if it is stopped and I can even import the virtual machine to be used later.', 'start': 3347.175, 'duration': 7.95}, {'end': 3357.909, 'text': 'So there are different options which you can always use.', 'start': 3355.246, 'duration': 2.663}, {'end': 3360.051, 'text': 'So this is my instance.', 'start': 3358.61, 'duration': 1.441}, {'end': 3367.856, 'text': 'And if you would want to look at the details, click on this one, C1, and that should basically allow you to look at the details.', 'start': 3360.491, 'duration': 7.365}, {'end': 3370.897, 'text': 'So it shows you what is the instance ID?', 'start': 3368.336, 'duration': 2.561}, {'end': 3372.238, 'text': 'What is the machine type?', 'start': 3370.977, 'duration': 1.261}], 'summary': 'Can start stopped machine, import virtual machine, view instance details.', 'duration': 25.063, 'max_score': 3347.175, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg3347175.jpg'}, {'end': 3477.182, 'src': 'embed', 'start': 3419.86, 'weight': 5, 'content': [{'end': 3423.822, 'text': "let's select this and then i can come back to session.", 'start': 3419.86, 'duration': 3.962}, {'end': 3428.825, 'text': 'i can even save this and i can call it as my instance one.', 'start': 3423.822, 'duration': 5.003}, {'end': 3430.312, 'text': "Let's save it.", 'start': 3429.611, 'duration': 0.701}, {'end': 3432.393, 'text': 'And you can create any number of instances.', 'start': 3430.592, 'duration': 1.801}, {'end': 3438.597, 'text': 'So you see, I have created different instances here for my Google Cloud or Amazon related instances.', 'start': 3432.433, 'duration': 6.164}, {'end': 3440.118, 'text': 'And I can click on open.', 'start': 3439.057, 'duration': 1.061}, {'end': 3444.02, 'text': 'It says the service host key is not cached in the registry.', 'start': 3440.678, 'duration': 3.342}, {'end': 3444.541, 'text': "That's fine.", 'start': 3444.06, 'duration': 0.481}, {'end': 3445.421, 'text': 'Just click on yes.', 'start': 3444.581, 'duration': 0.84}, {'end': 3450.424, 'text': 'And basically, it says no authentication method supported.', 'start': 3446.602, 'duration': 3.822}, {'end': 3456.408, 'text': 'Now, this could be because we have not enabled your SSH access.', 'start': 3450.825, 'duration': 5.583}, {'end': 3457.369, 'text': "So let's look at that.", 'start': 3456.468, 'duration': 0.901}, {'end': 3461.938, 'text': "So now let's see if we were trying to connect using Putty.", 'start': 3457.893, 'duration': 4.045}, {'end': 3469.308, 'text': 'What was the issue here? So if I go back to my Putty, select my instance, load it.', 'start': 3462.139, 'duration': 7.169}, {'end': 3471.577, 'text': 'It says port 22.', 'start': 3469.835, 'duration': 1.742}, {'end': 3473.859, 'text': "I'm giving the username, which is Ubuntu.", 'start': 3471.577, 'duration': 2.282}, {'end': 3474.66, 'text': 'Oh, sorry.', 'start': 3474.139, 'duration': 0.521}, {'end': 3477.182, 'text': "That's the wrong username we gave.", 'start': 3475.04, 'duration': 2.142}], 'summary': 'Demonstration of creating and troubleshooting instances for google cloud and amazon, including ssh access.', 'duration': 57.322, 'max_score': 3419.86, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg3419860.jpg'}, {'end': 3624.877, 'src': 'embed', 'start': 3598.182, 'weight': 7, 'content': [{'end': 3603.026, 'text': 'So right now we are looking into the network domain and we are looking into VPC network.', 'start': 3598.182, 'duration': 4.844}, {'end': 3606.629, 'text': 'Right And this shows me what are the different rules we have.', 'start': 3603.366, 'duration': 3.263}, {'end': 3615.205, 'text': 'Now, if I would want to create a different firewall rule for a different protocol, I can always click on create firewall rule.', 'start': 3607.079, 'duration': 8.126}, {'end': 3616.466, 'text': 'I can give it a name.', 'start': 3615.445, 'duration': 1.021}, {'end': 3621.99, 'text': 'OK, I can say what if you would want to turn on the firewall logs.', 'start': 3616.486, 'duration': 5.504}, {'end': 3624.877, 'text': 'you can basically say what is the kind of traffic.', 'start': 3622.435, 'duration': 2.442}], 'summary': 'Reviewing vpc network for creating firewall rules and configuring firewall logs.', 'duration': 26.695, 'max_score': 3598.182, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg3598182.jpg'}], 'start': 2985.737, 'title': 'Setting up and connecting to vm instances', 'summary': 'Covers setting up a vm instance on google cloud platform, configuring access scopes, creating and using ssh keys, and connecting to the instance using google cloud console and external ssh client. it also discusses connecting to an ubuntu machine using putty, creating and saving sessions, resolving ssh authentication issues, and managing network rules and firewall settings for external connectivity.', 'chapters': [{'end': 3393.594, 'start': 2985.737, 'title': 'Setting up and connecting to a vm instance', 'summary': 'Outlines the process of setting up a vm instance on google cloud platform, including configuring access scopes, creating and using ssh keys, and connecting to the instance using both google cloud console and external ssh client.', 'duration': 407.857, 'highlights': ['The chapter outlines the process of setting up a VM instance on Google Cloud Platform Describes the process of setting up a VM instance on Google Cloud Platform, addressing key steps and considerations.', 'Configuring access scopes and setting up HTTP and HTTPS traffic Explains the configuration of access scopes, allowing HTTP and HTTPS traffic, providing flexibility and security for accessing the VM instance.', 'Creating and using SSH keys for secure connectivity Details the creation of SSH keys using PuttyGen and the process of using them for secure connectivity to the VM instance.', 'Connecting to the VM instance using Google Cloud console and external SSH client Illustrates the process of connecting to the VM instance using both Google Cloud console and an external SSH client, highlighting the flexibility in connectivity options.', 'Managing and modifying VM instance details Discusses the options for managing and modifying VM instance details, including starting, stopping, deleting, and editing instance settings.']}, {'end': 3647.116, 'start': 3393.694, 'title': 'Connecting to ubuntu through putty', 'summary': 'Discusses how to connect to an ubuntu machine using putty, including creating and saving sessions, resolving ssh authentication issues, and managing network rules and firewall settings for external connectivity.', 'duration': 253.422, 'highlights': ['You can create and save multiple sessions for different instances, such as instances on Google Cloud or Amazon, using PuTTY.', 'Troubleshooting SSH authentication issues, such as incorrect usernames and unconfigured SSH access, is crucial for successful connection.', 'The transcript provides details on managing network rules and firewall settings, including creating, modifying, and applying firewall rules for different protocols and traffic directions.']}], 'duration': 661.379, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg2985737.jpg', 'highlights': ['Describes the process of setting up a VM instance on Google Cloud Platform, addressing key steps and considerations.', 'Details the creation of SSH keys using PuttyGen and the process of using them for secure connectivity to the VM instance.', 'Illustrates the process of connecting to the VM instance using both Google Cloud console and an external SSH client, highlighting the flexibility in connectivity options.', 'Explains the configuration of access scopes, allowing HTTP and HTTPS traffic, providing flexibility and security for accessing the VM instance.', 'Discusses the options for managing and modifying VM instance details, including starting, stopping, deleting, and editing instance settings.', 'You can create and save multiple sessions for different instances, such as instances on Google Cloud or Amazon, using PuTTY.', 'Troubleshooting SSH authentication issues, such as incorrect usernames and unconfigured SSH access, is crucial for successful connection.', 'The transcript provides details on managing network rules and firewall settings, including creating, modifying, and applying firewall rules for different protocols and traffic directions.']}, {'end': 4935.333, 'segs': [{'end': 3679.949, 'src': 'embed', 'start': 3647.116, 'weight': 3, 'content': [{'end': 3652.443, 'text': 'so this might be required depending on the services which you are running,', 'start': 3647.116, 'duration': 5.327}, {'end': 3660.792, 'text': 'wherein you might want to enable your access to your machine from an external service or to an external service.', 'start': 3652.443, 'duration': 8.349}, {'end': 3663.895, 'text': 'so you can always go to network details from here.', 'start': 3660.792, 'duration': 3.103}, {'end': 3671.141, 'text': 'you can then go into firewall rules, create a firewall rule, apply that to your instance and restart your instance.', 'start': 3663.895, 'duration': 7.246}, {'end': 3679.949, 'text': "so as of now we don't need to create any network details here, because my ingress or egress rules are already available right now.", 'start': 3671.141, 'duration': 8.808}], 'summary': 'Enable access to machine from external service by creating and applying firewall rules.', 'duration': 32.833, 'max_score': 3647.116, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg3647116.jpg'}, {'end': 3748.933, 'src': 'embed', 'start': 3717.086, 'weight': 5, 'content': [{'end': 3721.652, 'text': "always, when you're using a free trial account, try to use different services,", 'start': 3717.086, 'duration': 4.566}, {'end': 3730.523, 'text': 'play around with them and then you can clean up so that you do not waste your free billing credit right and you can use it for meaningful stuff.', 'start': 3721.652, 'duration': 8.871}, {'end': 3738.128, 'text': 'now I have clicked on delete and within few seconds my instance which I had created will be deleted.', 'start': 3730.523, 'duration': 7.605}, {'end': 3742.19, 'text': 'also to remember is, if you are creating multiple instances,', 'start': 3738.128, 'duration': 4.062}, {'end': 3748.933, 'text': 'then you can connect from one machine to other machine using SSH by using the private file.', 'start': 3742.19, 'duration': 6.743}], 'summary': 'Maximize free trial by experimenting with services and cleaning up to avoid wasting billing credit. instances can be easily deleted and ssh can be used to connect multiple instances.', 'duration': 31.847, 'max_score': 3717.086, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg3717086.jpg'}, {'end': 3812.956, 'src': 'embed', 'start': 3787.456, 'weight': 0, 'content': [{'end': 3793.597, 'text': "and that basically shows you that you don't have any instance template, and this basically facilitates.", 'start': 3787.456, 'duration': 6.141}, {'end': 3800.219, 'text': 'say, for example, you are working as a admin and you would want to create an instance template so that using that,', 'start': 3793.597, 'duration': 6.622}, {'end': 3808.261, 'text': 'you can describe a VM instance and then you can basically use this template to create different instances.', 'start': 3800.219, 'duration': 8.042}, {'end': 3810.614, 'text': 'You can go for sole tenant nodes.', 'start': 3808.973, 'duration': 1.641}, {'end': 3812.956, 'text': 'You can look for machine images.', 'start': 3811.155, 'duration': 1.801}], 'summary': 'Creating an instance template facilitates vm instance creation and allows for sole tenant nodes and machine images.', 'duration': 25.5, 'max_score': 3787.456, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg3787456.jpg'}, {'end': 3937.288, 'src': 'embed', 'start': 3910.551, 'weight': 6, 'content': [{'end': 3918.819, 'text': 'So when you look at instance states, which we will create instance and see, it will basically have different states, such as provisioning,', 'start': 3910.551, 'duration': 8.268}, {'end': 3928.543, 'text': 'where resources are being allocated, for instance, but instance is not yet running, then it goes into staging where resources have been acquired,', 'start': 3918.819, 'duration': 9.724}, {'end': 3937.288, 'text': 'an instance is being prepared for your first boot, then instance booting up and running and if you are stopping an instance,', 'start': 3928.543, 'duration': 8.745}], 'summary': 'Instance states include provisioning, staging, and running.', 'duration': 26.737, 'max_score': 3910.551, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg3910551.jpg'}, {'end': 4012.277, 'src': 'embed', 'start': 3979.19, 'weight': 1, 'content': [{'end': 3980.87, 'text': 'or we have seen the options.', 'start': 3979.19, 'duration': 1.68}, {'end': 3984.911, 'text': "now let's also see from the command line tool how you can do it.", 'start': 3980.87, 'duration': 4.041}, {'end': 3991.652, 'text': 'so here i have the cloud shell which i brought up from here and i basically opened it in a new window.', 'start': 3984.911, 'duration': 6.741}, {'end': 4001.274, 'text': 'so command line tool enables you to easily manage your compute engine resources in a friendlier format than using your compute engine api.', 'start': 3991.652, 'duration': 9.622}, {'end': 4012.277, 'text': 'now gcloud, which is part of cloud sdk, is the main command here and then you can always auto complete the different options here.', 'start': 4002.134, 'duration': 10.143}], 'summary': 'Using the gcloud command line tool from cloud shell for managing compute engine resources.', 'duration': 33.087, 'max_score': 3979.19, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg3979190.jpg'}, {'end': 4133.843, 'src': 'embed', 'start': 4104.846, 'weight': 7, 'content': [{'end': 4111.671, 'text': "and we don't have to basically give your gcloud init command because it's already initialized.", 'start': 4104.846, 'duration': 6.825}, {'end': 4115.653, 'text': 'now you can always look at your default zone.', 'start': 4111.671, 'duration': 3.982}, {'end': 4118.274, 'text': 'you can look at your region, what is being used.', 'start': 4115.653, 'duration': 2.621}, {'end': 4123.676, 'text': 'all those things are coming from the metadata which is being used.', 'start': 4118.274, 'duration': 5.402}, {'end': 4133.843, 'text': 'so, for example, I could be looking at the metadata for my particular project by just doing a G cloud,', 'start': 4123.676, 'duration': 10.167}], 'summary': "Gcp's gcloud command automates initialization and metadata retrieval.", 'duration': 28.997, 'max_score': 4104.846, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg4104845.jpg'}, {'end': 4231.103, 'src': 'embed', 'start': 4203.868, 'weight': 4, 'content': [{'end': 4214.075, 'text': 'I can basically say add metadata, I can basically choose metadata option and I can say my default region should be Europe,', 'start': 4203.868, 'duration': 10.207}, {'end': 4215.697, 'text': 'which I was choosing earlier.', 'start': 4214.075, 'duration': 1.622}, {'end': 4217.698, 'text': 'so I can just bring up this command again.', 'start': 4215.697, 'duration': 2.001}, {'end': 4226.461, 'text': 'And what I can do is I can say here where I have gcloud compute project info where I did it described earlier.', 'start': 4218.278, 'duration': 8.183}, {'end': 4231.103, 'text': 'Now what I can also do is I can just say add metadata.', 'start': 4226.621, 'duration': 4.482}], 'summary': 'Configured default region as europe for gcloud compute project.', 'duration': 27.235, 'max_score': 4203.868, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg4203868.jpg'}, {'end': 4701.705, 'src': 'embed', 'start': 4676.027, 'weight': 8, 'content': [{'end': 4680.91, 'text': 'so if we did a create right, you have an option delete.', 'start': 4676.027, 'duration': 4.883}, {'end': 4681.771, 'text': 'we did a create.', 'start': 4680.91, 'duration': 0.861}, {'end': 4683.412, 'text': 'you have an option delete.', 'start': 4681.771, 'duration': 1.641}, {'end': 4688.896, 'text': 'you can be in deleting the instance from the command line or you can use other options.', 'start': 4683.412, 'duration': 5.484}, {'end': 4696.381, 'text': 'so you can do a list, you can do a stop, you can start, so i can basically do a stop.', 'start': 4688.896, 'duration': 7.485}, {'end': 4699.443, 'text': "and let's say even let's go ahead and do a stop.", 'start': 4696.381, 'duration': 3.062}, {'end': 4701.705, 'text': 'commands are pretty easy here to remember.', 'start': 4699.443, 'duration': 2.262}], 'summary': 'After creating an instance, options include delete, list, stop, and start. commands are easy to remember.', 'duration': 25.678, 'max_score': 4676.027, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg4676027.jpg'}, {'end': 4781.935, 'src': 'embed', 'start': 4755.391, 'weight': 2, 'content': [{'end': 4759.479, 'text': 'We have already seen how you can connect to these instances using SSH.', 'start': 4755.391, 'duration': 4.088}, {'end': 4773.269, 'text': "now that we have created instances, let's also see how to use google cloud's storage service, which can be used to load data or upload data.", 'start': 4760.501, 'duration': 12.768}, {'end': 4781.935, 'text': 'so for this we will have to look into your google cloud storage options, and here you can look in cloud storage.', 'start': 4773.269, 'duration': 8.666}], 'summary': "Learn to connect to instances using ssh and use google cloud's storage service for data loading and uploading.", 'duration': 26.544, 'max_score': 4755.391, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg4755391.jpg'}], 'start': 3647.116, 'title': 'Managing google cloud resources', 'summary': 'Discusses managing firewall rules, instance cleanup, creating vm instances, managing instance templates, using gcloud for resource management, and accessing data in google cloud storage, facilitating efficient use of a free trial account.', 'chapters': [{'end': 3742.19, 'start': 3647.116, 'title': 'Managing firewall rules and instance cleanup', 'summary': 'Discusses managing firewall rules to enable access to a machine from an external service, including creating and applying firewall rules, and the process of stopping, resetting, and deleting instances for cleanup and efficient use of a free trial account.', 'duration': 95.074, 'highlights': ['The process of managing firewall rules to enable access to a machine from an external service, including creating and applying firewall rules, is discussed.', 'The process of stopping, resetting, and deleting instances for cleanup and efficient use of a free trial account is explained, emphasizing the importance of cleaning up to avoid wasting free billing credit.']}, {'end': 4163.788, 'start': 3742.19, 'title': 'Using google cloud compute engine', 'summary': 'Demonstrates using google cloud compute engine to create vm instances, manage instance templates, and use the command line tool gcloud for managing compute engine resources.', 'duration': 421.598, 'highlights': ['Creating VM instances and managing instance templates The chapter demonstrates the creation of VM instances and the management of instance templates, which can be used to describe and create different instances.', 'Instance states and management The chapter explains the different states of an instance, including provisioning, staging, running, stopping, and terminating, and the process of stopping, resetting, and terminating an instance.', 'Using gcloud command line tool for managing compute engine resources The chapter introduces the use of gcloud, a command line tool, for managing compute engine resources, demonstrating commands for creating and managing compute instances.', 'Setting up Google Cloud SDK and accessing project metadata The transcript provides information on setting up Google Cloud SDK, initializing configurations, and accessing project metadata using gcloud commands.']}, {'end': 4935.333, 'start': 4164.21, 'title': 'Managing google cloud metadata and instances', 'summary': 'Covers managing google cloud metadata and creating, stopping, and deleting instances from the command line or console, including setting default regions and zones, along with creating and accessing data in google cloud storage.', 'duration': 771.123, 'highlights': ['Creating and managing Google Cloud metadata The process involves setting default regions and zones, adding metadata such as default region and zone, and initializing default configurations using commands like gcloud compute project info and gcloud config set.', 'Creating, stopping, and deleting instances Demonstrates the commands for creating instances, stopping them, and deleting them from the command line or console, along with checking the status of instances and deleting them, including a quick demo on creating an instance and stopping it.', 'Working with Google Cloud Storage Explains how to use Google Cloud Storage to store and access data, including creating buckets, choosing storage locations, and accessing data through commands like gsutil in the cloud shell.']}], 'duration': 1288.217, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg3647116.jpg', 'highlights': ['Creating VM instances and managing instance templates', 'Using gcloud command line tool for managing compute engine resources', 'Working with Google Cloud Storage', 'The process of managing firewall rules to enable access to a machine from an external service', 'Creating and managing Google Cloud metadata', 'The process of stopping, resetting, and deleting instances for cleanup and efficient use of a free trial account', 'Instance states and management', 'Setting up Google Cloud SDK and accessing project metadata', 'Creating, stopping, and deleting instances']}, {'end': 5597.393, 'segs': [{'end': 4999.728, 'src': 'embed', 'start': 4935.333, 'weight': 0, 'content': [{'end': 4940.595, 'text': 'unless you would want to make it accessible and available across regions.', 'start': 4935.333, 'duration': 5.262}, {'end': 4943.997, 'text': 'now i can then choose a default storage class.', 'start': 4940.595, 'duration': 3.402}, {'end': 4950.4, 'text': 'so when you say default storage class, there are different storage class and each one is for a different use case.', 'start': 4943.997, 'duration': 6.403}, {'end': 4956.299, 'text': 'So you have standard which is best for short term storage and frequently access data you have near line.', 'start': 4950.836, 'duration': 5.463}, {'end': 4961.001, 'text': 'So this is basically best for backups and data access less than once a month.', 'start': 4956.779, 'duration': 4.222}, {'end': 4963.061, 'text': 'You can also have cold line.', 'start': 4961.601, 'duration': 1.46}, {'end': 4969.803, 'text': 'So these are basically like your cold storage or freezing storage which you might have heard generically as terms.', 'start': 4963.081, 'duration': 6.722}, {'end': 4978.284, 'text': 'So you can choose one of these storage classes depending on what will be the use case for this particular storage bucket.', 'start': 4970.383, 'duration': 7.901}, {'end': 4979.525, 'text': 'So let it be standard.', 'start': 4978.464, 'duration': 1.061}, {'end': 4981.985, 'text': 'Now how to control access to objects.', 'start': 4979.965, 'duration': 2.02}, {'end': 4988.026, 'text': 'So you can basically say specify access to individual objects by using object level permissions.', 'start': 4982.465, 'duration': 5.561}, {'end': 4992.043, 'text': 'Now you can give permissions to bucket.', 'start': 4988.787, 'duration': 3.256}, {'end': 4998.227, 'text': 'you can just say uniform access to all objects in the bucket by using only bucket level permissions.', 'start': 4992.043, 'duration': 6.184}, {'end': 4999.728, 'text': 'so you can choose that.', 'start': 4998.227, 'duration': 1.501}], 'summary': 'Choose default storage class and control access to objects for efficient data management.', 'duration': 64.395, 'max_score': 4935.333, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg4935333.jpg'}, {'end': 5091.003, 'src': 'embed', 'start': 5067.478, 'weight': 3, 'content': [{'end': 5076.561, 'text': "So for this you can always go into cloud storage and then you can decide what kind of access you would want to give, whether that's a storage admin,", 'start': 5067.478, 'duration': 9.083}, {'end': 5080.182, 'text': "it's an object admin, object creator, object viewer and so on.", 'start': 5076.561, 'duration': 3.621}, {'end': 5082.803, 'text': 'You can always look at storage legacy.', 'start': 5080.822, 'duration': 1.981}, {'end': 5088.08, 'text': 'and for any other services, depending on what APIs you have enabled.', 'start': 5083.835, 'duration': 4.245}, {'end': 5091.003, 'text': 'right, you can always control your permissions.', 'start': 5088.08, 'duration': 2.923}], 'summary': 'Cloud storage allows granular access control with options like storage admin, object admin, creator, and viewer, providing flexibility and control over permissions.', 'duration': 23.525, 'max_score': 5067.478, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg5067478.jpg'}, {'end': 5229.56, 'src': 'embed', 'start': 5200.767, 'weight': 4, 'content': [{'end': 5205.912, 'text': "And then I'm just uploading this to my cloud storage, right? It's as simple as this.", 'start': 5200.767, 'duration': 5.145}, {'end': 5213.229, 'text': 'so you can drag and drop your files or you can just upload your files, and my file is uploaded here.', 'start': 5206.485, 'duration': 6.744}, {'end': 5216.952, 'text': 'now I can basically edit permissions for this one right.', 'start': 5213.229, 'duration': 3.723}, {'end': 5218.073, 'text': 'so this is in the bucket.', 'start': 5216.952, 'duration': 1.121}, {'end': 5223.216, 'text': 'so anyone who has access to this bucket can basically download this file.', 'start': 5218.073, 'duration': 5.143}, {'end': 5223.516, 'text': 'it can.', 'start': 5223.216, 'duration': 0.3}, {'end': 5225.517, 'text': 'they can copy, move or rename this.', 'start': 5223.516, 'duration': 2.001}, {'end': 5229.56, 'text': 'you can export it and you can look at the permissions of this file.', 'start': 5225.517, 'duration': 4.043}], 'summary': 'Uploading to cloud storage, with drag and drop, and easy file management.', 'duration': 28.793, 'max_score': 5200.767, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg5200767.jpg'}, {'end': 5609.598, 'src': 'embed', 'start': 5574.803, 'weight': 5, 'content': [{'end': 5579.586, 'text': 'We saw how you can download it or create a folder and upload some specific data into it.', 'start': 5574.803, 'duration': 4.783}, {'end': 5588.349, 'text': 'and also you can do the same thing using gsutil tools, wherein you can list your bucket, create your buckets, delete it,', 'start': 5580.186, 'duration': 8.163}, {'end': 5592.711, 'text': 'create some folders into it and do everything from the command line.', 'start': 5588.349, 'duration': 4.362}, {'end': 5594.772, 'text': 'so this is in simple way.', 'start': 5592.711, 'duration': 2.061}, {'end': 5597.393, 'text': 'you can use your gcp,', 'start': 5594.772, 'duration': 2.621}, {'end': 5609.598, 'text': 'where either you can spin up your machines or you can use cloud storage to basically use a storage or a easy to use instance on google cloud platform.', 'start': 5597.393, 'duration': 12.205}], 'summary': 'You can use gcp to create, upload, and manage data in cloud storage and spin up machines.', 'duration': 34.795, 'max_score': 5574.803, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg5574803.jpg'}], 'start': 4935.333, 'title': 'Managing google cloud storage', 'summary': 'Discusses choosing a default storage class for a storage bucket, with options tailored for different use cases, such as frequently accessed data, backups, or infrequently accessed data. it also covers controlling access to objects in google cloud storage, including specifying access to individual objects, setting retention policies, creating and managing buckets, setting permissions for buckets and objects, uploading and downloading data, and managing data using gsutil commands.', 'chapters': [{'end': 4979.525, 'start': 4935.333, 'title': 'Choosing default storage class', 'summary': 'Discusses choosing a default storage class for a storage bucket, with options including standard, near line, and cold line, each tailored for different use cases, such as frequently accessed data, backups, or infrequently accessed data.', 'duration': 44.192, 'highlights': ['The chapter discusses different storage classes, such as standard, near line, and cold line, each suited for specific use cases like frequently accessed data or cold storage.', 'The near line storage class is best for backups and data access less than once a month.', 'The standard storage class is best for short-term storage and frequently accessed data.']}, {'end': 5597.393, 'start': 4979.965, 'title': 'Controlling access to cloud storage', 'summary': 'Covers controlling access to objects in google cloud storage, including specifying access to individual objects, setting retention policies, creating and managing buckets, setting permissions for buckets and objects, uploading and downloading data, and managing data using gsutil commands.', 'duration': 617.428, 'highlights': ['You can specify access to individual objects and grant permissions to buckets at both object and bucket level. By using object level permissions, users can specify access to individual objects while uniform access to all objects in the bucket can be achieved by using only bucket level permissions.', "You can set a retention policy to specify the minimum duration for which a bucket's objects must be protected from deletion. Users can set a retention policy to specify the minimum duration for which a bucket's objects must be protected from deletion, allowing for the management of data retention.", 'You can manage permissions for buckets and objects, including specifying access for different roles and services like storage admin, object admin, and object viewer. Users can manage permissions for buckets and objects by specifying access for different roles and services, such as storage admin, object admin, and object viewer, providing control over who can access and manage the data.', 'The process of uploading and downloading data is simple, allowing for easy management of data within the cloud storage. The process of uploading and downloading data is simple, enabling users to manage data within the cloud storage, including the ability to edit permissions, create folders, and move or delete files.', 'The gsutil command line tool provides options for creating, listing, and managing buckets and objects, offering a flexible and efficient way to handle cloud storage operations. The gsutil command line tool offers options for creating, listing, and managing buckets and objects, providing a flexible and efficient way to handle cloud storage operations, including uploading, downloading, and managing data.']}], 'duration': 662.06, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg4935333.jpg', 'highlights': ['The standard storage class is best for short-term storage and frequently accessed data.', 'The near line storage class is best for backups and data access less than once a month.', 'You can specify access to individual objects and grant permissions to buckets at both object and bucket level.', 'You can manage permissions for buckets and objects, including specifying access for different roles and services like storage admin, object admin, and object viewer.', 'The process of uploading and downloading data is simple, allowing for easy management of data within the cloud storage.', 'The gsutil command line tool offers options for creating, listing, and managing buckets and objects, providing a flexible and efficient way to handle cloud storage operations.']}, {'end': 7822.508, 'segs': [{'end': 5834.486, 'src': 'embed', 'start': 5795.02, 'weight': 1, 'content': [{'end': 5800.043, 'text': 'It basically offers unlimited storage, memory or computation capacity.', 'start': 5795.02, 'duration': 5.023}, {'end': 5810.849, 'text': 'It gives access to reliable sources, which usually the cloud provider themselves are using for their use case.', 'start': 5801.924, 'duration': 8.925}, {'end': 5823.677, 'text': 'And it is a cost efficient model, which helps organizations to quickly integrate or basically modernize their infrastructure.', 'start': 5812.15, 'duration': 11.527}, {'end': 5834.486, 'text': 'Cloud computing is usually used with IT or within IT space wherein there are five traits.', 'start': 5825.503, 'duration': 8.983}], 'summary': 'Cloud computing provides unlimited storage, memory, and computation, access to reliable sources, and cost efficiency for organizations.', 'duration': 39.466, 'max_score': 5795.02, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg5795020.jpg'}, {'end': 6227.588, 'src': 'embed', 'start': 6198.636, 'weight': 0, 'content': [{'end': 6207.799, 'text': 'GCP provides a lot of innovative solutions in comparison to other cloud providers such as AWS, Azure and so on.', 'start': 6198.636, 'duration': 9.163}, {'end': 6212.56, 'text': 'So what is Google Cloud Platform?', 'start': 6210.719, 'duration': 1.841}, {'end': 6226.167, 'text': 'It is a set of cloud computing services provided by Google that runs on the same infrastructure that Google uses to and for its end user products like YouTube,', 'start': 6213.06, 'duration': 13.107}, {'end': 6227.588, 'text': 'Gmail and so on.', 'start': 6226.167, 'duration': 1.421}], 'summary': "Gcp offers innovative solutions, using google's infrastructure for services like youtube, gmail.", 'duration': 28.952, 'max_score': 6198.636, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg6198636.jpg'}, {'end': 6541.912, 'src': 'embed', 'start': 6498.741, 'weight': 2, 'content': [{'end': 6506.987, 'text': 'Amazon Web Services has 69 availability zones within 22 geographical locations and soon it will have 12 more in future.', 'start': 6498.741, 'duration': 8.246}, {'end': 6514.712, 'text': 'So this number keeps growing based on the spread of the services which a particular cloud provider offers.', 'start': 6507.347, 'duration': 7.365}, {'end': 6518.634, 'text': 'Here we are talking about availability zone specific information.', 'start': 6515.432, 'duration': 3.202}, {'end': 6527.569, 'text': "When we talk about Microsoft's Azure It has 54 regions worldwide and is available in 140 countries across the globe.", 'start': 6519.035, 'duration': 8.534}, {'end': 6534.891, 'text': 'When we talk about Google Cloud, Google Cloud Platform is available in 200 plus countries across the globe.', 'start': 6528.65, 'duration': 6.241}, {'end': 6541.912, 'text': "When we talk about virtual servers, Amazon's EC2, that is Elastic Compute Cloud.", 'start': 6536.271, 'duration': 5.641}], 'summary': 'Aws has 69 availability zones in 22 locations, with 12 more coming. azure has 54 regions and is available in 140 countries, while google cloud is available in 200+ countries.', 'duration': 43.171, 'max_score': 6498.741, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg6498741.jpg'}, {'end': 6823.435, 'src': 'embed', 'start': 6798.362, 'weight': 4, 'content': [{'end': 6813.728, 'text': 'You also have preemptible virtual machines wherein you can run bad jobs and fault tolerant workloads on preemptible VMs to reduce your virtual CPU and memory cost by up to 80% while getting the same performance.', 'start': 6798.362, 'duration': 15.366}, {'end': 6817.329, 'text': 'So these are your preemptive or preemptible virtual machines.', 'start': 6814.008, 'duration': 3.321}, {'end': 6823.435, 'text': 'the only demon it is these can give you a really cost efficient resource.', 'start': 6817.329, 'duration': 6.106}], 'summary': 'Preemptible vms can reduce cpu and memory cost by up to 80% while providing the same performance.', 'duration': 25.073, 'max_score': 6798.362, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg6798362.jpg'}, {'end': 7083.555, 'src': 'embed', 'start': 7057.373, 'weight': 5, 'content': [{'end': 7071.729, 'text': 'Serverless is basically a computing model where cloud service provider is responsible for managing the piece of code without the developer having to bother about infrastructure setup,', 'start': 7057.373, 'duration': 14.356}, {'end': 7073.671, 'text': 'management, maintenance and so on.', 'start': 7071.729, 'duration': 1.942}, {'end': 7083.555, 'text': 'Now, when we talk about applications being serverless or benefiting from serverless computing, one of the key things would be zero administration.', 'start': 7074.508, 'duration': 9.047}], 'summary': 'Serverless computing offers zero administration for applications.', 'duration': 26.182, 'max_score': 7057.373, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg7057373.jpg'}, {'end': 7795.095, 'src': 'embed', 'start': 7766.399, 'weight': 7, 'content': [{'end': 7777.226, 'text': "Now for these challenges which Domino's was facing, the solution was using Google Analytics Premium, Google Tag Manager and BigQuery,", 'start': 7766.399, 'duration': 10.827}, {'end': 7781.168, 'text': 'which were used to integrate digital data sources and CRM data.', 'start': 7777.226, 'duration': 3.942}, {'end': 7787.512, 'text': 'Reporting was made easier and more efficient by implementing Google Analytics Premium,', 'start': 7782.29, 'duration': 5.222}, {'end': 7795.095, 'text': 'because it had the ability to access a single Google Analytics account to evaluate web and app performance.', 'start': 7787.512, 'duration': 7.583}], 'summary': "Domino's used google analytics premium, tag manager, and bigquery to integrate digital and crm data, improving reporting efficiency.", 'duration': 28.696, 'max_score': 7766.399, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg7766399.jpg'}], 'start': 5597.393, 'title': 'Google cloud platform', 'summary': "Introduces google cloud platform, covering cloud computing benefits, a use case highlighting benefits of gcp, infrastructure overview with comparison to aws and azure, and google cloud's instances, serverless computing, and impact on revenue growth.", 'chapters': [{'end': 5646.051, 'start': 5597.393, 'title': 'Introduction to google cloud platform', 'summary': 'Introduces google cloud platform (gcp), covering cloud computing, benefits of gcp, and a comparison with other cloud providers like amazon web services (aws) and microsoft azure.', 'duration': 48.658, 'highlights': ['Google Cloud Platform (GCP) offers the option to spin up machines or use cloud storage for easy instance access, providing flexibility for users.', "The tutorial provides an overview of cloud computing, emphasizing GCP's role in the cloud computing landscape and highlighting its benefits.", 'A comparison of different cloud providers, including GCP, AWS, and Azure, is presented, offering insights into the competitive landscape of cloud services.']}, {'end': 6391.78, 'start': 5646.051, 'title': 'Cloud computing and gcp use case', 'summary': 'Discusses a use case of cloud computing in website development, highlighting how cloud computing helped in solving challenges such as low memory space, high website traffic, and server limitations. it also explains the benefits of cloud computing, including on-demand resources, broad network access, and cost efficiency, and provides an overview of google cloud platform (gcp) services and infrastructure.', 'duration': 745.729, 'highlights': ["Cloud computing use case in website development Nina's website development company faced challenges such as low memory space, high website traffic, and server limitations, which were resolved by adopting cloud computing.", 'Benefits of cloud computing Cloud computing offers on-demand resources, broad network access, unlimited storage, and cost-efficient models, enabling organizations to modernize their infrastructure.', 'Overview of Google Cloud Platform (GCP) services and infrastructure GCP provides a wide range of services including compute, storage, networking, big data, developer tools, and AI management, along with a powerful physical and abstract infrastructure and a global meshed redundant backbone network.']}, {'end': 6797.762, 'start': 6391.78, 'title': 'Cloud infrastructure overview', 'summary': 'Explores the abstract infrastructure of cloud providers, comparing availability zones and regions of aws, azure, and gcp, along with an overview of key services and instance types, with aws having 69 availability zones within 22 locations, azure having 54 regions worldwide, and google cloud platform being available in 200+ countries globally.', 'duration': 405.982, 'highlights': ['Amazon Web Services has 69 availability zones within 22 geographical locations and soon it will have 12 more in future. AWS offers 69 availability zones within 22 geographical locations with 12 more upcoming, showcasing a wide infrastructure footprint for high availability.', "Microsoft's Azure has 54 regions worldwide and is available in 140 countries across the globe. Azure provides 54 regions globally and availability in 140 countries, indicating a broad geographical presence for its services.", "Google Cloud Platform is available in 200 plus countries across the globe. GCP's availability in 200+ countries signifies its extensive global reach, appealing to a wide range of potential users."]}, {'end': 7132.109, 'start': 6798.362, 'title': 'Google cloud: instances and serverless computing', 'summary': "Discusses google cloud's preemptible virtual machines, sole tenant nodes, and serverless computing, highlighting cost savings of up to 80% with preemptible vms, options for custom machine types, and the benefits of serverless computing including zero administration, auto scaling, and pay-per-use model.", 'duration': 333.747, 'highlights': ['Cost savings with preemptible VMs Utilizing preemptible virtual machines can reduce virtual CPU and memory costs by up to 80% while maintaining the same performance.', 'Options for custom machine types Google Cloud offers options for predefined machine types, custom machine types, preemptible VMs, live migration of VMs, persistent disks, local SSDs, GPU accelerators, and global load balancing, providing flexibility for various workloads and use cases.', 'Benefits of serverless computing Serverless computing offers zero administration, auto scaling, pay-per-use model, and accelerated deployment, enabling organizations to efficiently manage dynamic application workloads and reduce infrastructure management overhead.']}, {'end': 7822.508, 'start': 7132.887, 'title': 'Serverless computing and cloud storage', 'summary': "Discusses the rise of serverless computing and cloud storage, comparing offerings from amazon, azure, and google cloud, and highlights domino's 6% revenue increase with google analytics premium, google tag manager, and bigquery.", 'duration': 689.621, 'highlights': ['Serverless computing, where applications are divided into separate units or functions and hosted over multiple service providers, is gaining popularity over traditional three-tier architecture, as organizations work on newer applications.', "Amazon's S3 and Azure's blob storage offer object storage with tiered storage based on data access frequency, providing scalable storage solutions.", 'Amazon Web Services, Azure, and Google Cloud offer enterprise-friendly services, strong security profiles, and cost-effective solutions, with Google Cloud having better pricing than competitors and live migration of virtual machines.', 'Disadvantages of AWS, Azure, and Google Cloud include limitations in EC2 service, technical support fees, network connectivity issues, and complex pricing schemas.', 'Google Cloud offers a wide range of services, including infrastructure modernization, application modernization, and various cloud products categorized under AI and machine learning, API management, compute, containers, data analytics, and databases.', 'Google Cloud provides a $300 free credit for new users and offers a comprehensive set of services, including VM instances, containerized engine, cloud functions, and various storage options.', "Domino's Pizza leveraged Google Analytics Premium, Google Tag Manager, and BigQuery to integrate digital data sources and CRM data, resulting in a 6% increase in monthly revenue and 80% cost savings in ad serving and operations."]}], 'duration': 2225.115, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg5597393.jpg', 'highlights': ['Google Cloud Platform (GCP) offers flexibility for users with easy instance access and cloud storage.', 'Cloud computing benefits include on-demand resources, broad network access, unlimited storage, and cost-efficient models.', 'AWS offers 69 availability zones within 22 geographical locations with 12 more upcoming, showcasing a wide infrastructure footprint for high availability.', "GCP's availability in 200+ countries signifies its extensive global reach, appealing to a wide range of potential users.", 'Utilizing preemptible virtual machines can reduce virtual CPU and memory costs by up to 80% while maintaining the same performance.', 'Serverless computing offers zero administration, auto scaling, pay-per-use model, and accelerated deployment, enabling organizations to efficiently manage dynamic application workloads and reduce infrastructure management overhead.', 'Google Cloud offers a wide range of services, including infrastructure modernization, application modernization, and various cloud products categorized under AI and machine learning, API management, compute, containers, data analytics, and databases.', "Domino's Pizza leveraged Google Analytics Premium, Google Tag Manager, and BigQuery to integrate digital data sources and CRM data, resulting in a 6% increase in monthly revenue and 80% cost savings in ad serving and operations."]}, {'end': 8735.538, 'segs': [{'end': 7852.839, 'src': 'embed', 'start': 7822.508, 'weight': 0, 'content': [{'end': 7826.274, 'text': 'increases agility with streamlined tag management.', 'start': 7822.508, 'duration': 3.766}, {'end': 7830.99, 'text': 'They obtained easy access to powerful reporting and customized dashboards.', 'start': 7827.148, 'duration': 3.842}, {'end': 7833.931, 'text': 'Now, that was just one simple use case.', 'start': 7831.37, 'duration': 2.561}, {'end': 7845.436, 'text': 'Before we go on to hands-on, we can also talk a little bit back about the services which Google Cloud offers, as we discussed,', 'start': 7834.491, 'duration': 10.945}, {'end': 7848.538, 'text': 'and some of these services which can really make you think.', 'start': 7845.436, 'duration': 3.102}, {'end': 7852.839, 'text': 'why not google cloud platform?', 'start': 7849.656, 'duration': 3.183}], 'summary': 'Improved agility with streamlined tag management, gaining access to powerful reporting and customized dashboards.', 'duration': 30.331, 'max_score': 7822.508, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg7822508.jpg'}, {'end': 7943.487, 'src': 'embed', 'start': 7901.406, 'weight': 1, 'content': [{'end': 7905.307, 'text': 'So these are your different services which are offered within the compute domain.', 'start': 7901.406, 'duration': 3.901}, {'end': 7911.85, 'text': 'And here we can get into compute engine by clicking on this one and then basically going to VM instances.', 'start': 7905.548, 'duration': 6.302}, {'end': 7921.616, 'text': "so before we see how we can use this compute engine, let's understand about some of the features of compute engine, which basically offers scalable,", 'start': 7912.23, 'duration': 9.386}, {'end': 7928.58, 'text': "high performance virtual machines which are configurable and which runs in google's data center,", 'start': 7921.616, 'duration': 6.964}, {'end': 7933.703, 'text': 'with access to high performance networking infrastructure and block storage.', 'start': 7928.58, 'duration': 5.123}, {'end': 7943.487, 'text': 'so from here you can select vm for your needs, for your general purpose or workload optimized, predefined or custom machines.', 'start': 7933.703, 'duration': 9.784}], 'summary': "Google compute engine offers scalable, high-performance vms in google's data center with access to high-performance networking infrastructure and block storage.", 'duration': 42.081, 'max_score': 7901.406, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg7901406.jpg'}, {'end': 8095.825, 'src': 'embed', 'start': 8053.966, 'weight': 4, 'content': [{'end': 8059.187, 'text': 'so you have general purpose, as i mentioned, which provide a balance between price and performance.', 'start': 8053.966, 'duration': 5.221}, {'end': 8065.09, 'text': 'you have memory optimized, which are large memory machine types for memory intensive workloads.', 'start': 8059.187, 'duration': 5.903}, {'end': 8072.832, 'text': 'you also have compute optimized, which basically give you high performance machine types for compute intensive workloads.', 'start': 8065.09, 'duration': 7.742}, {'end': 8078.774, 'text': 'so you can choose any machine configuration which is available here based on your requirements.', 'start': 8072.832, 'duration': 5.942}, {'end': 8082.535, 'text': 'now, if you click on general purpose, that has different options here.', 'start': 8078.774, 'duration': 3.761}, {'end': 8086.178, 'text': 'so you look into the series where you have N1 series.', 'start': 8082.535, 'duration': 3.643}, {'end': 8090.681, 'text': 'you have E2, which are CPU platform selection based on availability.', 'start': 8086.178, 'duration': 4.503}, {'end': 8095.825, 'text': "you have N2 and N2D, so let's just have N1 selected.", 'start': 8090.681, 'duration': 5.144}], 'summary': 'Google cloud offers various machine types like general purpose, memory optimized, and compute optimized for different workloads.', 'duration': 41.859, 'max_score': 8053.966, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg8053966.jpg'}, {'end': 8185.833, 'src': 'embed', 'start': 8161.666, 'weight': 5, 'content': [{'end': 8174.009, 'text': 'so that could be standard persistent disk, which is HDDs which are low in performance and you can say low in cost in comparison to SSDs.', 'start': 8161.666, 'duration': 12.343}, {'end': 8179.85, 'text': 'so SSDs give you better performance, but then they are little expensive than using standard persistent disk.', 'start': 8174.009, 'duration': 5.841}, {'end': 8185.833, 'text': 'we can choose this and we can give a disk size, for example, 20 gigabyte, and i can click on select.', 'start': 8179.85, 'duration': 5.983}], 'summary': 'Ssds offer better performance than hdds, though at a higher cost.', 'duration': 24.167, 'max_score': 8161.666, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg8161666.jpg'}, {'end': 8235.177, 'src': 'embed', 'start': 8209.11, 'weight': 9, 'content': [{'end': 8218.871, 'text': 'you can say allow default access and what you need is, depending on the services we can choose, it allows http and https traffic.', 'start': 8209.11, 'duration': 9.761}, {'end': 8222.753, 'text': 'now we would also need some way to connect to these machines.', 'start': 8218.871, 'duration': 3.882}, {'end': 8231.193, 'text': 'so when you set up an instance by default, you can do ssh into it using the google cloud console or from cloud shell.', 'start': 8222.753, 'duration': 8.44}, {'end': 8235.177, 'text': 'you can also give a private and a public key.', 'start': 8231.534, 'duration': 3.643}], 'summary': 'Allow default access for http and https traffic, connect to instances via ssh using private and public key.', 'duration': 26.067, 'max_score': 8209.11, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg8209110.jpg'}, {'end': 8289.061, 'src': 'embed', 'start': 8257.08, 'weight': 7, 'content': [{'end': 8260.483, 'text': 'And here you have the options of preemptibility.', 'start': 8257.08, 'duration': 3.403}, {'end': 8264.046, 'text': 'So compute offers preemptible virtual machines.', 'start': 8261.003, 'duration': 3.043}, {'end': 8270.549, 'text': 'So that is mainly when you would want to run bad jobs and fault tolerant workloads on these machines.', 'start': 8264.505, 'duration': 6.044}, {'end': 8278.536, 'text': 'And you can benefit with a reduced cost for your virtual CPU and memory by 80%.', 'start': 8270.931, 'duration': 7.605}, {'end': 8282.418, 'text': 'So these are virtual machines which would be lasting less than 24 hours.', 'start': 8278.536, 'duration': 3.882}, {'end': 8289.061, 'text': 'Now by default this is off and it purely depends on your workload what you would want to run on these instances.', 'start': 8282.817, 'duration': 6.244}], 'summary': 'Compute offers preemptible virtual machines at 80% reduced cost for bad jobs and fault tolerant workloads lasting less than 24 hours.', 'duration': 31.981, 'max_score': 8257.08, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg8257080.jpg'}, {'end': 8442.82, 'src': 'embed', 'start': 8415.266, 'weight': 8, 'content': [{'end': 8425.151, 'text': 'so basically, as i said, you can ssh into instance using the cloud console option and you can also provide a public ssh key.', 'start': 8415.266, 'duration': 9.885}, {'end': 8434.316, 'text': 'so one way of doing that if you intend to use an external ssh client such as putty to connect, you can create a key.', 'start': 8425.151, 'duration': 9.165}, {'end': 8439.138, 'text': 'so, for example, I can go into Puttygen and here I can say generate.', 'start': 8434.316, 'duration': 4.822}, {'end': 8442.82, 'text': 'just move my cursor over here and that will create a key.', 'start': 8439.138, 'duration': 3.682}], 'summary': 'Ssh into instance using cloud console, provide public ssh key, create key in puttygen.', 'duration': 27.554, 'max_score': 8415.266, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg8415266.jpg'}], 'start': 7822.508, 'title': 'Google cloud platform services', 'summary': 'Discusses the benefits of google cloud platform, including streamlined tag management, powerful reporting, and customized dashboards, and provides an overview of the compute services offered, emphasizing the features and use cases of compute engine, with examples of configurations and disk types.', 'chapters': [{'end': 7990.149, 'start': 7822.508, 'title': 'Google cloud platform services overview', 'summary': 'Discusses the benefits of google cloud platform, including streamlined tag management, powerful reporting, and customized dashboards, and provides an overview of the compute services offered, emphasizing the features and use cases of compute engine, such as scalable, high performance virtual machines and integration with other google cloud services.', 'duration': 167.641, 'highlights': ['The chapter discusses the benefits of Google Cloud Platform, including streamlined tag management, powerful reporting, and customized dashboards. The use of Google Cloud Platform resulted in streamlined tag management, easy access to powerful reporting, and customized dashboards.', 'Provides an overview of the compute services offered, emphasizing the features and use cases of Compute Engine, such as scalable, high performance virtual machines and integration with other Google Cloud services. The chapter provides a detailed overview of the compute services offered by Google Cloud Platform, focusing on the features of Compute Engine, including scalable, high performance virtual machines and integration with other Google Cloud services.']}, {'end': 8185.833, 'start': 7990.609, 'title': 'Google cloud vm instance creation', 'summary': 'Covers the process of creating vm instances in google cloud, including selecting machine configurations, choosing machine types, and disk configurations, offering a variety of options such as general purpose, memory optimized, and compute optimized, with examples of configurations and disk types.', 'duration': 195.224, 'highlights': ['The chapter covers the process of creating VM instances in Google Cloud, including selecting machine configurations, choosing machine types, and disk configurations. The process of creating VM instances in Google Cloud involves selecting machine configurations, choosing machine types, and disk configurations.', 'Offering a variety of options such as general purpose, memory optimized, and compute optimized, with examples of configurations and disk types. Google Cloud provides a variety of options for VM instances, including general purpose, memory optimized, and compute optimized, with examples of configurations and disk types.', 'General purpose machine types provide a balance between price and performance, while memory optimized types are suitable for memory-intensive workloads. General purpose machine types offer a balance between price and performance, while memory optimized types are suitable for memory-intensive workloads.', 'Choosing between standard persistent disk and SSD, with SSDs offering better performance at a higher cost. Users can choose between standard persistent disk and SSD, with SSDs offering better performance at a higher cost.', 'Options for selecting machine types such as N1 series, E2, N2, and N2D, with varying CPU platform selections. Google Cloud offers various machine types including N1 series, E2, N2, and N2D, each with different CPU platform selections.']}, {'end': 8735.538, 'start': 8185.833, 'title': 'Google cloud compute setup', 'summary': 'Covers the process of setting up a google cloud compute instance, including selecting machine images, configuring access management, setting up preemptible virtual machines for cost reduction, and connecting to instances using ssh keys and putty.', 'duration': 549.705, 'highlights': ['Setting up preemptible virtual machines for cost reduction Compute Engine offers preemptible virtual machines, providing reduced cost for virtual CPU and memory by 80% and suitable for running bad jobs and fault-tolerant workloads.', 'Connecting to instances using SSH keys and PuTTY Demonstrates the process of creating and using SSH keys for connecting to instances, including generating keys using Puttygen, saving keys as .ppk and .pem files, and connecting to instances using PuTTY.', 'Configuring access management and startup scripts Details the process of allowing default access, choosing HTTP and HTTPS traffic, setting up SSH keys, providing startup scripts, and managing automatic restart of VM instances.']}], 'duration': 913.03, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg7822508.jpg', 'highlights': ['The chapter discusses the benefits of Google Cloud Platform, including streamlined tag management, powerful reporting, and customized dashboards.', 'Provides an overview of the compute services offered, emphasizing the features and use cases of Compute Engine, such as scalable, high performance virtual machines and integration with other Google Cloud services.', 'The process of creating VM instances in Google Cloud involves selecting machine configurations, choosing machine types, and disk configurations.', 'Google Cloud provides a variety of options for VM instances, including general purpose, memory optimized, and compute optimized, with examples of configurations and disk types.', 'General purpose machine types offer a balance between price and performance, while memory optimized types are suitable for memory-intensive workloads.', 'Users can choose between standard persistent disk and SSD, with SSDs offering better performance at a higher cost.', 'Google Cloud offers various machine types including N1 series, E2, N2, and N2D, each with different CPU platform selections.', 'Compute Engine offers preemptible virtual machines, providing reduced cost for virtual CPU and memory by 80% and suitable for running bad jobs and fault-tolerant workloads.', 'Demonstrates the process of creating and using SSH keys for connecting to instances, including generating keys using Puttygen, saving keys as .ppk and .pem files, and connecting to instances using PuTTY.', 'Details the process of allowing default access, choosing HTTP and HTTPS traffic, setting up SSH keys, providing startup scripts, and managing automatic restart of VM instances.']}, {'end': 10553.683, 'segs': [{'end': 8798.725, 'src': 'embed', 'start': 8756.511, 'weight': 0, 'content': [{'end': 8764.675, 'text': 'So Compute Engine offers different predefined virtual machines, and they have configurations for every need.', 'start': 8756.511, 'duration': 8.164}, {'end': 8772.756, 'text': 'from small general purpose instances to large memory optimized instances with up to 11.5 terabytes of RAM.', 'start': 8765.154, 'duration': 7.602}, {'end': 8778.957, 'text': 'you can have fast compute instances optimized up to 60 virtual CPU cores.', 'start': 8772.756, 'duration': 6.201}, {'end': 8787.658, 'text': 'you also have custom machine types so you can create a VM that best fits your workload, and by tailoring a custom machine type to your specific need,', 'start': 8778.957, 'duration': 8.701}, {'end': 8789.879, 'text': 'you can realize significant savings.', 'start': 8787.658, 'duration': 2.221}, {'end': 8792.24, 'text': 'There are preemptible VMs, which we saw.', 'start': 8790.279, 'duration': 1.961}, {'end': 8797.184, 'text': 'There is also a facility which allows you to take the benefit of live migration.', 'start': 8792.381, 'duration': 4.803}, {'end': 8798.725, 'text': 'For VMs,', 'start': 8797.684, 'duration': 1.041}], 'summary': 'Compute engine offers various virtual machines, including up to 11.5tb ram and 60 virtual cpu cores, with tailored machine types for cost savings and live migration benefits.', 'duration': 42.214, 'max_score': 8756.511, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg8756511.jpg'}, {'end': 8902.36, 'src': 'embed', 'start': 8847.762, 'weight': 2, 'content': [{'end': 8851.105, 'text': 'medical analysis and virtual workstation applications.', 'start': 8847.762, 'duration': 3.343}, {'end': 8859.167, 'text': 'so you can add and remove gpus to a vm when your workload changes and pay for gpu only while using.', 'start': 8851.585, 'duration': 7.582}, {'end': 8868.589, 'text': 'so these are some of the features which basically compute engine offers, and we already know that google builds in second level increments,', 'start': 8859.167, 'duration': 9.422}, {'end': 8870.77, 'text': 'so we only pay for the compute time.', 'start': 8868.589, 'duration': 2.181}, {'end': 8874.514, 'text': 'Now there are different savings which are possible.', 'start': 8871.13, 'duration': 3.384}, {'end': 8884.346, 'text': 'So you have commitment savings which basically means you can save up to 57% with upfront cost per instance type lock-in.', 'start': 8874.775, 'duration': 9.571}, {'end': 8892.658, 'text': 'You have container support, so you can basically run, manage and orchestrate docker containers or compute engine instances.', 'start': 8885.047, 'duration': 7.611}, {'end': 8902.36, 'text': 'so here, when we are setting up our instances, there is an option which basically allows you to use or deploy docker images.', 'start': 8892.658, 'duration': 9.702}], 'summary': 'Google compute engine offers flexible gpu usage and up to 57% savings with commitment savings.', 'duration': 54.598, 'max_score': 8847.762, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg8847762.jpg'}, {'end': 9113.959, 'src': 'embed', 'start': 9081.838, 'weight': 4, 'content': [{'end': 9084.32, 'text': 'one was in europe yes, west four.', 'start': 9081.838, 'duration': 2.482}, {'end': 9087.943, 'text': 'both of them have internal and external ips.', 'start': 9084.32, 'duration': 3.623}, {'end': 9094.188, 'text': 'now you can do a describe to look at the different options here.', 'start': 9087.943, 'duration': 6.245}, {'end': 9103.074, 'text': 'so gcloud basically allows you different commands which you can use to work with your instance, to create instances, to change the metadata,', 'start': 9094.188, 'duration': 8.886}, {'end': 9107.876, 'text': 'if you would want to change the region, if you would want to add a startup script.', 'start': 9103.074, 'duration': 4.802}, {'end': 9113.959, 'text': 'all those options are possible from the command line, which we can learn in detail in later sessions.', 'start': 9107.876, 'duration': 6.083}], 'summary': 'Gcloud provides various commands for managing instances, such as creating, changing metadata, and adding startup scripts.', 'duration': 32.121, 'max_score': 9081.838, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg9081838.jpg'}, {'end': 9186.461, 'src': 'embed', 'start': 9159.884, 'weight': 5, 'content': [{'end': 9168.536, 'text': 'so google cloud platform offers different storage based services, out of which storage, which is your object storage, is quite popular.', 'start': 9159.884, 'duration': 8.652}, {'end': 9174.965, 'text': 'one click on storage and that basically shows you an option which talks about storage browser.', 'start': 9168.536, 'duration': 6.429}, {'end': 9178.99, 'text': "So this is your Google Cloud's object storage.", 'start': 9175.405, 'duration': 3.585}, {'end': 9186.461, 'text': 'So when we talk about object storage, it is basically a storage where you could store any kind of data.', 'start': 9179.611, 'duration': 6.85}], 'summary': 'Google cloud platform offers popular object storage service, known as storage, for storing any kind of data.', 'duration': 26.577, 'max_score': 9159.884, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg9159884.jpg'}, {'end': 9323.468, 'src': 'embed', 'start': 9294.287, 'weight': 6, 'content': [{'end': 9297.308, 'text': 'that is fastest response time within a single region.', 'start': 9294.287, 'duration': 3.021}, {'end': 9300.929, 'text': 'however, it does not make your storage highly available.', 'start': 9297.308, 'duration': 3.621}, {'end': 9308.312, 'text': 'you can make a dual region, which is basically allowing your bucket or storage to be accessible across regions.', 'start': 9300.929, 'duration': 7.383}, {'end': 9313.858, 'text': 'you can also make it multi-region, which is highest availability offered as of now.', 'start': 9308.792, 'duration': 5.066}, {'end': 9319.003, 'text': 'we can choose region specific and now it asks you to choose a location.', 'start': 9313.858, 'duration': 5.145}, {'end': 9323.468, 'text': 'now, as always, I will choose Frankfurt.', 'start': 9319.003, 'duration': 4.465}], 'summary': 'Fastest response time in a single region, but limited storage availability. dual and multi-region options provide higher availability. frankfurt chosen as region.', 'duration': 29.181, 'max_score': 9294.287, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg9294287.jpg'}, {'end': 9387.227, 'src': 'embed', 'start': 9361.662, 'weight': 7, 'content': [{'end': 9366.486, 'text': 'or you can go for archiving, where the data is accessed less than once a year.', 'start': 9361.662, 'duration': 4.824}, {'end': 9371.811, 'text': "let's go for standard as of now, and now you can choose how to control access to objects,", 'start': 9366.486, 'duration': 5.325}, {'end': 9387.227, 'text': 'so you have fine grained or uniform let it be fine grained wherein you can give additional permissions at bucket level using iam or object level permissions using access control list in advanced settings.', 'start': 9371.811, 'duration': 15.416}], 'summary': 'Choose standard archiving; control access with fine-grained permissions.', 'duration': 25.565, 'max_score': 9361.662, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg9361662.jpg'}, {'end': 10468.518, 'src': 'embed', 'start': 10440.561, 'weight': 8, 'content': [{'end': 10444.624, 'text': 'There is also one more database service, which is Cloud SQL, which can be used.', 'start': 10440.561, 'duration': 4.063}, {'end': 10450.328, 'text': 'So when we talk about your Cloud Spanner, it is fully managed relational database service.', 'start': 10444.944, 'duration': 5.384}, {'end': 10452.25, 'text': 'It is massively distributed.', 'start': 10450.568, 'duration': 1.682}, {'end': 10460.814, 'text': 'you can have millions of machines across hundreds of data centers, with support, automatic sharding and synchronous replication.', 'start': 10452.91, 'duration': 7.904}, {'end': 10468.518, 'text': 'it gives you low latency and schema updates without downtime, making data high availability and reliability.', 'start': 10460.814, 'duration': 7.704}], 'summary': 'Cloud spanner is a fully managed relational database service, massively distributed with support for millions of machines and automatic sharding, providing low latency and high availability.', 'duration': 27.957, 'max_score': 10440.561, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg10440561.jpg'}, {'end': 10507.808, 'src': 'embed', 'start': 10484.487, 'weight': 9, 'content': [{'end': 10495.194, 'text': 'you also have your SQL based service, which is yet another managed service offered by cloud or google cloud, i would say so.', 'start': 10484.487, 'duration': 10.707}, {'end': 10496.855, 'text': "that's called cloud SQL.", 'start': 10495.194, 'duration': 1.661}, {'end': 10505.145, 'text': 'so this is basically a service which allows you to have fully managed relational mysql, postgres and sql server databases.', 'start': 10496.855, 'duration': 8.29}, {'end': 10507.808, 'text': 'google handles replication, patch management,', 'start': 10505.145, 'duration': 2.663}], 'summary': 'Google cloud offers a managed sql service called cloud sql for relational mysql, postgresql, and sql server databases with fully managed replication and patch management.', 'duration': 23.321, 'max_score': 10484.487, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg10484487.jpg'}], 'start': 8735.538, 'title': 'Google cloud platform services', 'summary': "Covers the features and capabilities of google compute engine, including predefined machine types with up to 11.5 terabytes of ram and fast compute instances optimized up to 60 virtual cpu cores, highlights durable high-performance block storage, gpu accelerators, commitment savings, and sustained use discounts, provides an overview of gcp's compute and storage services, object storage features, and location options, and discusses google cloud storage and database services, emphasizing careful usage to avoid unnecessary charges.", 'chapters': [{'end': 8798.725, 'start': 8735.538, 'title': 'Compute engine features', 'summary': 'Explains the features of compute engine, including predefined machine types with configurations for every need, up to 11.5 terabytes of ram, and fast compute instances optimized up to 60 virtual cpu cores.', 'duration': 63.187, 'highlights': ['Compute Engine offers predefined virtual machines with configurations for every need, including large memory optimized instances with up to 11.5 terabytes of RAM and fast compute instances optimized up to 60 virtual CPU cores.', 'Custom machine types allow creating VMs that best fit specific workloads, leading to significant savings.', 'The availability of preemptible VMs and live migration facilities are also mentioned in the chapter.']}, {'end': 9055.238, 'start': 8798.725, 'title': 'Google compute engine features', 'summary': 'Highlights the features of google compute engine, including durable high-performance block storage, gpu accelerators for computationally intensive workloads, and cost-saving options such as commitment savings and sustained use discounts.', 'duration': 256.513, 'highlights': ['You can add and remove GPUs to a VM when your workload changes and pay for GPU only while using, enabling acceleration of computationally intensive workloads like machine learning and medical analysis. The option to add and remove GPUs to a VM allows for cost-effective acceleration of computationally intensive workloads, with payment only for the GPU usage, enabling tasks such as machine learning and medical analysis.', 'Compute Engine offers commitment savings of up to 57% with upfront cost per instance type lock-in and sustained use discounts for running resources for a significant portion of the billing month. Compute Engine provides cost-saving options such as commitment savings of up to 57% with upfront cost per instance type lock-in, as well as sustained use discounts for running resources for a significant portion of the billing month.', 'The option to create a reservation for a VM instance in a specific zone allows for ensuring resources for future demand and deleting the reservation if no longer needed. The feature of creating a reservation for a VM instance in a specific zone enables the assurance of resources for future demand, with the flexibility to delete the reservation if no longer needed.']}, {'end': 9319.003, 'start': 9055.759, 'title': 'Google cloud platform: compute and storage overview', 'summary': "Covers the creation of instances in different regions using gcp's compute engine, and provides an overview of storage services such as object storage, including key features like object versioning and location options.", 'duration': 263.244, 'highlights': ["GCP allows the creation of instances in different regions using the compute engine, and provides various commands for managing instances, metadata, and startup scripts from the command line. It demonstrates the creation of instances in two different regions (Europe West 3 and Europe West 4), each with internal and external IPs, and outlines the flexibility of managing instances using GCP's command line.", "GCP offers various storage services, with object storage being popular, providing options like object versioning, access control via IAM or ACL, and the creation of buckets to hold storage objects. It explains the features of GCP's storage services, emphasizing object storage, and highlights important functionalities such as object versioning, access control options, and the concept of buckets for storing objects.", "Different location options (region specific, dual region, multi-region) are available for storing data in GCP's object storage, each with varying levels of latency and availability. It elaborates on the location options for storing data in GCP's object storage, explaining the trade-offs between latency and availability for region specific, dual region, and multi-region storage options."]}, {'end': 9992.822, 'start': 9319.003, 'title': 'Google cloud storage & bigtable', 'summary': 'Covers setting up a google cloud storage bucket with its storage options, access control, and object manipulation, along with creating a cloud bigtable instance with its configuration and use cases, emphasizing its performance and use case limitations.', 'duration': 673.819, 'highlights': ['Google Cloud Storage Explained default storage options such as standard, near line, cold line, and archiving with their suitable data access frequencies and purposes.', 'Google Cloud Storage Described access control options, including fine-grained and uniform control, encryption, and retention policy for object protection, emphasizing IAM and ACL usage.', 'Google Cloud Storage Highlighted the use of GS util command for working with buckets in the cloud shell and the ability to manage permissions, roles, and file operations within the storage.', 'Cloud Bigtable Outlined the history of Bigtable as the pioneer of NoSQL databases, its scalability, encryption, and usage through different data service layers, highlighting its association with Google services like Gmail and Google Maps.', 'Cloud Bigtable Explained the process of creating a Cloud Bigtable instance, including instance naming, storage type selection, region, zone, and node configuration, along with performance indicators.', 'Cloud Bigtable Discussed the replication guidance for Cloud Bigtable, enabling data isolation and increasing availability across regions, followed by instructions for connecting and monitoring the instance.']}, {'end': 10553.683, 'start': 9993.422, 'title': 'Google cloud storage and database services', 'summary': 'Discusses the usage and management of various google cloud storage and database services such as cloud datastore, cloud bigtable, cloud spanner, and cloud sql, highlighting their features, pricing, and advantages, emphasizing the importance of careful usage to avoid unnecessary charges.', 'duration': 560.261, 'highlights': ['Cloud Spanner Features and Advantages Google Cloud introduced Cloud Spanner as a managed, globally consistent, and scalable relational database service with strong consistency for all queries, supporting SQL-based queries and multi-region deployment, making it a good option for massive scalability requirements and strong consistency.', 'Cloud SQL Managed Service Cloud SQL is a fully managed relational database service offered by Google Cloud, providing support for MySQL, Postgres, and SQL Server databases, handling replication, patch management, and database management, allowing handling of terabytes of storage capacity with 40,000 IOPS and significant RAM per instance.', 'Cloud Datastore and Cloud Bigtable Comparison The comparison between Cloud Datastore and Cloud Bigtable highlights that Cloud Datastore is suitable for small data, infrequent access, and cost efficiency, while Cloud Bigtable is more cost-effective for larger amounts of data and frequent access, as it involves paying for the cluster when it is running.']}], 'duration': 1818.145, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg8735538.jpg', 'highlights': ['Compute Engine offers predefined virtual machines with configurations for every need, including large memory optimized instances with up to 11.5 terabytes of RAM and fast compute instances optimized up to 60 virtual CPU cores.', 'Custom machine types allow creating VMs that best fit specific workloads, leading to significant savings.', 'Compute Engine offers commitment savings of up to 57% with upfront cost per instance type lock-in and sustained use discounts for running resources for a significant portion of the billing month.', 'You can add and remove GPUs to a VM when your workload changes and pay for GPU only while using, enabling acceleration of computationally intensive workloads like machine learning and medical analysis.', 'GCP allows the creation of instances in different regions using the compute engine, and provides various commands for managing instances, metadata, and startup scripts from the command line.', 'GCP offers various storage services, with object storage being popular, providing options like object versioning, access control via IAM or ACL, and the creation of buckets to hold storage objects.', "Different location options (region specific, dual region, multi-region) are available for storing data in GCP's object storage, each with varying levels of latency and availability.", 'Google Cloud Storage Described access control options, including fine-grained and uniform control, encryption, and retention policy for object protection, emphasizing IAM and ACL usage.', 'Cloud Spanner Features and Advantages Google Cloud introduced Cloud Spanner as a managed, globally consistent, and scalable relational database service with strong consistency for all queries, supporting SQL-based queries and multi-region deployment, making it a good option for massive scalability requirements and strong consistency.', 'Cloud SQL Managed Service Cloud SQL is a fully managed relational database service offered by Google Cloud, providing support for MySQL, Postgres, and SQL Server databases, handling replication, patch management, and database management, allowing handling of terabytes of storage capacity with 40,000 IOPS and significant RAM per instance.']}, {'end': 11208.621, 'segs': [{'end': 10633.663, 'src': 'embed', 'start': 10605.866, 'weight': 0, 'content': [{'end': 10610.07, 'text': 'so this basically brings ease of implementation and speed.', 'start': 10605.866, 'duration': 4.204}, {'end': 10615.354, 'text': 'so building your own data warehouse can be expensive, time consuming and difficult to scale.', 'start': 10610.07, 'duration': 5.284}, {'end': 10619.657, 'text': 'so with bigquery, you just load data and pay only for what you use.', 'start': 10615.354, 'duration': 4.303}, {'end': 10627.821, 'text': 'So when it comes to features, you have features such as capability to process billions of rows in seconds.', 'start': 10620.197, 'duration': 7.624}, {'end': 10633.663, 'text': 'And if you would want to do real time analysis of streaming data, that is also possible here.', 'start': 10628.401, 'duration': 5.262}], 'summary': 'Bigquery offers ease of implementation, cost-effectiveness, scalability, and real-time data analysis capabilities.', 'duration': 27.797, 'max_score': 10605.866, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg10605866.jpg'}, {'end': 10799.963, 'src': 'embed', 'start': 10771.861, 'weight': 3, 'content': [{'end': 10781.865, 'text': 'so when you talk about loading data into bigquery, you can get the data from cloud storage, google drive, cloud data store, stack driver,', 'start': 10771.861, 'duration': 10.004}, {'end': 10792.79, 'text': 'stack driver, other options you have cloud big table or other web interfaces, so you can download from url, such as csv, json, avro.', 'start': 10781.865, 'duration': 10.925}, {'end': 10799.963, 'text': 'You can create data set, create table and create from source by doing a file upload.', 'start': 10793.8, 'duration': 6.163}], 'summary': 'Data can be loaded into bigquery from various sources like cloud storage, google drive, and cloud datastore, as well as through web interfaces, allowing for download from urls in formats like csv, json, and avro.', 'duration': 28.102, 'max_score': 10771.861, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg10771861.jpg'}, {'end': 10908.679, 'src': 'embed', 'start': 10881.599, 'weight': 1, 'content': [{'end': 10890.521, 'text': 'now, here you can scroll down and you also have an option within big data space, and that is your data proc.', 'start': 10881.599, 'duration': 8.922}, {'end': 10900.053, 'text': 'so when you talk about data proc, this is again a managed service which allows you to run spark or hadoop jobs,', 'start': 10890.521, 'duration': 9.532}, {'end': 10903.316, 'text': 'so especially if you are interested in big data workload.', 'start': 10900.053, 'duration': 3.263}, {'end': 10908.679, 'text': 'so for big data processing, for machine learning, you can always use cloud data proc.', 'start': 10903.316, 'duration': 5.363}], 'summary': 'Google cloud data proc enables running spark or hadoop jobs for big data processing and machine learning.', 'duration': 27.08, 'max_score': 10881.599, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg10881599.jpg'}, {'end': 10951.641, 'src': 'embed', 'start': 10928.95, 'weight': 2, 'content': [{'end': 10936.454, 'text': 'you have open source components pre-installed and data proc is integrated with yarn to make cluster management easier.', 'start': 10928.95, 'duration': 7.504}, {'end': 10941.457, 'text': 'When you talk about Dataproc, you can click on create cluster,', 'start': 10937.034, 'duration': 4.423}, {'end': 10949.323, 'text': 'and that basically allows you to set up your cluster by choosing a particular region which you would want to use.', 'start': 10941.457, 'duration': 7.866}, {'end': 10951.641, 'text': "For example, I'll choose Europe West 4.", 'start': 10949.364, 'duration': 2.277}], 'summary': 'Dataproc integrates with yarn for cluster management. set up clusters in a chosen region, like europe west 4.', 'duration': 22.691, 'max_score': 10928.95, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg10928950.jpg'}], 'start': 10553.683, 'title': 'Google cloud data services and dataproc cluster management', 'summary': 'Covers google cloud data services including bigquery and data proc, with bigquery offering cost-effective solutions and data proc enabling the running of spark or hadoop jobs. the chapter also discusses creating and managing a dataproc cluster, selecting machine types, configuring worker nodes, and submitting jobs for various applications.', 'chapters': [{'end': 10928.95, 'start': 10553.683, 'title': 'Google cloud data services', 'summary': 'Covers google cloud data services, including bigquery and data proc, highlighting the benefits and features, with bigquery offering a cost-effective solution supporting standard sql and providing near line storage at 0.01 cents per gigabyte per month, while data proc enables the running of spark or hadoop jobs, integrating with other google cloud services and offering cost-effectiveness and speed.', 'duration': 375.267, 'highlights': ['BigQuery Features BigQuery offers the capability to process billions of rows in seconds and allows for real-time analysis of streaming data, along with the option to schedule queries, explore public data sets, and save query results, making it a cost-effective and efficient solution for structured data warehousing.', 'BigQuery Pricing BigQuery storage cost is approximately 0.02 cents per GB per month and offers near line storage at 0.01 cents per gigabyte per month, with no charge for reading data from storage, while the cost for querying is incurred after the first terabyte per month, making it a cost-effective solution for high volume customers.', 'Data Proc Benefits Data Proc is a managed service that enables the running of spark or hadoop jobs, providing cost-effectiveness, speed, and integration with other Google Cloud services, making it an ideal solution for big data processing and machine learning workloads.', 'Data Loading in BigQuery Data can be loaded into BigQuery from various sources including cloud storage, google drive, cloud data store, stack driver, cloud big table, and other web interfaces, with the option to upload files such as csv, json, and avro, as well as the capability to work with streaming data by pushing in records one at a time.', 'Google Cloud Data Services Overview The chapter covers Google Cloud data services, including BigQuery and Data Proc, highlighting the benefits and features, with BigQuery offering a cost-effective solution supporting standard SQL and providing near line storage at 0.01 cents per gigabyte per month, while Data Proc enables the running of spark or hadoop jobs, integrating with other Google Cloud services and offering cost-effectiveness and speed.']}, {'end': 11208.621, 'start': 10928.95, 'title': 'Dataproc cluster management', 'summary': 'Discusses creating and managing a dataproc cluster, selecting machine types, configuring worker nodes, allocating yarn cores and memory, and submitting jobs for various applications such as hadoop, spark, pyspark, hive, pig, and presto, with the option of controlling access via roles or access control list.', 'duration': 279.671, 'highlights': ['Creating Dataproc Cluster The process of creating a Dataproc cluster involves selecting a region, choosing machine types, configuring worker nodes, and allocating yarn cores and memory, with the option of selecting different job types such as Hadoop, Spark, PySpark, Hive, Pig, and Presto.', 'Managing Dataproc Cluster Once the cluster is created, it allows for submitting jobs, controlling access via roles or access control list, and monitoring cluster-related details such as job status, VM instances, and configurations.', 'Cluster Resource Utilization The Dataproc cluster utilizes compute instances and cloud storage buckets for holding data, with the ability to view and manage cluster-related folders, script output, metadata, and created buckets.']}], 'duration': 654.938, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg10553683.jpg', 'highlights': ['BigQuery offers the capability to process billions of rows in seconds and allows for real-time analysis of streaming data, along with the option to schedule queries, explore public data sets, and save query results, making it a cost-effective and efficient solution for structured data warehousing.', 'Data Proc is a managed service that enables the running of spark or hadoop jobs, providing cost-effectiveness, speed, and integration with other Google Cloud services, making it an ideal solution for big data processing and machine learning workloads.', 'Creating a Dataproc cluster involves selecting a region, choosing machine types, configuring worker nodes, and allocating yarn cores and memory, with the option of selecting different job types such as Hadoop, Spark, PySpark, Hive, Pig, and Presto.', 'Data can be loaded into BigQuery from various sources including cloud storage, google drive, cloud data store, stack driver, cloud big table, and other web interfaces, with the option to upload files such as csv, json, and avro, as well as the capability to work with streaming data by pushing in records one at a time.']}, {'end': 12378.947, 'segs': [{'end': 11255.949, 'src': 'embed', 'start': 11229.329, 'weight': 0, 'content': [{'end': 11236.755, 'text': 'now we can come out of this one by clicking on this menu, and then we have other options such as kubernetes.', 'start': 11229.329, 'duration': 7.426}, {'end': 11245.202, 'text': 'you have cloud functions, you have your networking related services, monitoring related services, different kind of tools.', 'start': 11236.755, 'duration': 8.447}, {'end': 11246.262, 'text': 'what you have?', 'start': 11245.202, 'duration': 1.06}, {'end': 11250.486, 'text': 'you have other big data specific services which you can learn about.', 'start': 11246.262, 'duration': 4.224}, {'end': 11255.949, 'text': 'for each of these service, Google has a very good documentation available.', 'start': 11250.966, 'duration': 4.983}], 'summary': 'Google cloud offers various services including kubernetes, cloud functions, networking, monitoring, and big data, all with comprehensive documentation.', 'duration': 26.62, 'max_score': 11229.329, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg11229329.jpg'}, {'end': 11494.948, 'src': 'embed', 'start': 11463.466, 'weight': 1, 'content': [{'end': 11467.149, 'text': 'This is a clear indication of how much faith and trust people have in AWS.', 'start': 11463.466, 'duration': 3.683}, {'end': 11472.352, 'text': 'They occupy more than 40% of the market, which is a significant chunk of the cloud computing market.', 'start': 11467.85, 'duration': 4.502}, {'end': 11479.676, 'text': 'They have at least 100 services that are available at the moment, which means just about every issue that you have can be solved with an AWS service.', 'start': 11472.613, 'duration': 7.063}, {'end': 11488.001, 'text': 'Now that was great, but now can we talk about GCP? I hope you know that GCP was launched very recently in 2011.', 'start': 11480.157, 'duration': 7.844}, {'end': 11494.948, 'text': 'And it is already helping businesses significantly with a suite of intelligent, secure, and flexible cloud computing services.', 'start': 11488.001, 'duration': 6.947}], 'summary': 'Aws holds over 40% of cloud market, offering 100+ services. gcp, launched in 2011, provides intelligent, secure cloud services.', 'duration': 31.482, 'max_score': 11463.466, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg11463466.jpg'}, {'end': 11645.506, 'src': 'embed', 'start': 11602.636, 'weight': 2, 'content': [{'end': 11606.698, 'text': "Let's take the same compute instance of two CPUs with 8GB RAM.", 'start': 11602.636, 'duration': 4.062}, {'end': 11610.6, 'text': 'It will cost approximately $50 per month with GCP.', 'start': 11606.918, 'duration': 3.682}, {'end': 11616.662, 'text': "And as per my calculations, that's a 25% annual cost reduction when compared to AWS.", 'start': 11610.86, 'duration': 5.802}, {'end': 11622.144, 'text': 'Talking about cloud storage costs, it is only 2 cents per GB per month with GCP.', 'start': 11617.002, 'duration': 5.142}, {'end': 11626.027, 'text': "What else do you want me to say? Let's talk about market share and options.", 'start': 11622.444, 'duration': 3.583}, {'end': 11629.571, 'text': 'Now, AWS is the current market leader when it comes to cloud computing.', 'start': 11626.327, 'duration': 3.244}, {'end': 11633.895, 'text': 'Now, as you remember, we contribute at least 47% of the entire market share.', 'start': 11629.731, 'duration': 4.164}, {'end': 11641.663, 'text': 'AWS also has at least 100 services available at the moment which is a clear indication of how well AWS understands businesses and helps them grow.', 'start': 11634.215, 'duration': 7.448}, {'end': 11645.506, 'text': "Yeah, that's true but you should also know that GCP is steadily growing.", 'start': 11642.003, 'duration': 3.503}], 'summary': 'Gcp offers 25% cost reduction compared to aws, with 2 cents per gb cloud storage, and 47% market share.', 'duration': 42.87, 'max_score': 11602.636, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg11602636.jpg'}, {'end': 11709.429, 'src': 'embed', 'start': 11684.184, 'weight': 4, 'content': [{'end': 11691.248, 'text': 'With GCP, you get access to all cloud platform products like Firebase, the Google Maps API and so on.', 'start': 11684.184, 'duration': 7.064}, {'end': 11697.557, 'text': 'You also get $300 in credit to spend over a 12-month period on all the cloud platform products.', 'start': 11691.408, 'duration': 6.149}, {'end': 11703.946, 'text': "And interestingly, after the free trial ends, you won't be charged unless you manually upgrade to a paid account.", 'start': 11697.837, 'duration': 6.109}, {'end': 11709.429, 'text': 'Now, there is also the always free version for which you will need an upgraded billing account.', 'start': 11704.366, 'duration': 5.063}], 'summary': 'Gcp offers access to various cloud platform products, including $300 credit over 12 months with no automatic charges post free trial.', 'duration': 25.245, 'max_score': 11684.184, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg11684184.jpg'}, {'end': 11919.42, 'src': 'embed', 'start': 11888.424, 'weight': 9, 'content': [{'end': 11896.429, 'text': 'We will learn about Google Cloud web hosting, some basics of cloud computing web hosting service providers.', 'start': 11888.424, 'duration': 8.005}, {'end': 11902.033, 'text': 'what is GCP and why go for it, different types of web hosting which are possible,', 'start': 11896.429, 'duration': 5.604}, {'end': 11908.637, 'text': 'a use case such as Lush and a quick hands-on on using GCP for web hosting.', 'start': 11902.033, 'duration': 6.604}, {'end': 11919.42, 'text': 'When you talk about cloud web hosting, Google Cloud has the feature of hosting a secure and reliable websites easily.', 'start': 11908.657, 'duration': 10.763}], 'summary': 'Learn about google cloud web hosting, gcp advantages, types of hosting, and a use case like lush, emphasizing its secure and reliable features.', 'duration': 30.996, 'max_score': 11888.424, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg11888424.jpg'}, {'end': 12129.411, 'src': 'embed', 'start': 12103.507, 'weight': 5, 'content': [{'end': 12113.228, 'text': 'When you talk about pricing, GCP has better pricing compared to its competitors, depending on the services which you would use,', 'start': 12103.507, 'duration': 9.721}, {'end': 12121.33, 'text': 'whether that would be infrastructure as a service, such as using compute engine instances and running your applications on them,', 'start': 12113.228, 'duration': 8.102}, {'end': 12129.411, 'text': 'or might be a managed service, such as Dataproc or Bigtable, or your BigQuery,', 'start': 12121.33, 'duration': 8.081}], 'summary': 'Gcp offers better pricing than competitors for various services like infrastructure as a service and managed services.', 'duration': 25.904, 'max_score': 12103.507, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg12103507.jpg'}, {'end': 12175.003, 'src': 'embed', 'start': 12151.265, 'weight': 6, 'content': [{'end': 12158.83, 'text': "it's very fast and increases the performance of your project if you use different services offered by Google.", 'start': 12151.265, 'duration': 7.565}, {'end': 12166.781, 'text': 'When you talk about live migration of apps, this is one of the features which organizations usually like,', 'start': 12160.319, 'duration': 6.462}, {'end': 12172.502, 'text': 'which none of other competitors are offering when it comes to live migration of apps.', 'start': 12166.781, 'duration': 5.721}, {'end': 12175.003, 'text': 'So there are specific features.', 'start': 12173.062, 'duration': 1.941}], 'summary': 'Using google services increases project performance; live app migration sets it apart from competitors.', 'duration': 23.738, 'max_score': 12151.265, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg12151265.jpg'}, {'end': 12225.349, 'src': 'embed', 'start': 12200.146, 'weight': 7, 'content': [{'end': 12208.232, 'text': "Google Cloud has various offerings in big data space, and that's one of the advantages of GCP in comparison to other competitors.", 'start': 12200.146, 'duration': 8.086}, {'end': 12218.219, 'text': 'You have different services for your big data needs, such as PubSub for publish, subscribing, messaging system, or going for data proc.', 'start': 12208.512, 'duration': 9.707}, {'end': 12225.349, 'text': 'which basically allows you to spin up your Hadoop and Spark clusters to run your different jobs and so on.', 'start': 12218.803, 'duration': 6.546}], 'summary': 'Google cloud offers a range of big data services, including pubsub and dataproc.', 'duration': 25.203, 'max_score': 12200.146, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg12200146.jpg'}, {'end': 12301.082, 'src': 'embed', 'start': 12274.218, 'weight': 8, 'content': [{'end': 12279.562, 'text': 'there is high reliability, flexibility or scalability which gcp offers,', 'start': 12274.218, 'duration': 5.344}, {'end': 12292.278, 'text': 'and the cost effectiveness really makes it as a good choice when you would want to benefit from infrastructure modernization and using a cloud platform solution for your use case.', 'start': 12279.562, 'duration': 12.716}, {'end': 12298.189, 'text': 'now, when you talk about different types of web hosting, google cloud offers three types of web hosting.', 'start': 12292.278, 'duration': 5.911}, {'end': 12301.082, 'text': 'you have wordpress now.', 'start': 12298.942, 'duration': 2.14}], 'summary': 'Gcp offers high reliability, flexibility, and cost effectiveness, with three types of web hosting including wordpress.', 'duration': 26.864, 'max_score': 12274.218, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg12274218.jpg'}], 'start': 11208.621, 'title': 'Google cloud platform and aws services', 'summary': "Covers the variety of managed services offered by google cloud platform (gcp), including kubernetes, cloud functions, networking, monitoring, and big data services, with a focus on real-time managed service for publish-subscribe messaging systems. it also compares the services offered by aws and gcp, highlighting aws's market leadership, significant revenue, and extensive service offerings, while showcasing gcp's cost advantages, steady growth in services, and free trial options. additionally, it discusses the comparison between gcp and aws, highlighting gcp's advantages in pricing, speed, performance, live migration of apps, big data offerings, security, and flexibility, making it a strong contender for cloud computing solutions.", 'chapters': [{'end': 11277.081, 'start': 11208.621, 'title': 'Google cloud platform services', 'summary': 'Highlights the variety of managed services offered by google cloud platform, emphasizing the availability of extensive documentation and mentioning specific services like kubernetes, cloud functions, networking, monitoring, and big data services, with a focus on the real-time managed service for publish-subscribe messaging systems.', 'duration': 68.46, 'highlights': ['Google Cloud Platform offers various managed services like Kubernetes, cloud functions, networking, monitoring, and big data services, with detailed documentation available for each.', 'Specifically, the real-time managed service for publish-subscribe messaging systems is highlighted, citing its pioneering usage and mentioning Kafka as a well-known alternative.']}, {'end': 11845.446, 'start': 11278.234, 'title': 'Comparing aws and gcp services', 'summary': "Compares the services offered by aws and gcp, highlighting aws's market leadership, significant revenue, and extensive service offerings, while also showcasing gcp's cost advantages, steady growth in services, and free trial options.", 'duration': 567.212, 'highlights': ["AWS occupies more than 40% of the cloud computing market, with over $5.1 billion in revenue in the last quarter and at least 100 available services. AWS's significant market share, revenue, and extensive service offerings showcase its market leadership and experience in serving businesses.", "GCP offers a modest number of services, rapidly increasing, with cheaper instances and a multi-regional cloud storage. GCP's cost advantages, steady growth in services, and multi-regional cloud storage highlight its competitive edge in pricing and service expansion.", "GCP provides a 25% annual cost reduction compared to AWS for a similar compute instance, and its cloud storage costs are lower than AWS's. The cost comparison between GCP and AWS emphasizes GCP's cost-effectiveness and affordability for users.", 'GCP offers over 60 services, with a growing adoption rate by companies, showcasing its steady growth and future potential. The expanding service portfolio and growing adoption of GCP highlight its potential to compete with AWS in the future.', 'GCP provides free trial options and $300 in credit over a 12-month period, without automatic charges after the trial ends. The free trial and credit options from GCP emphasize its customer-friendly approach and the flexibility it offers to users.']}, {'end': 12378.947, 'start': 11845.926, 'title': 'Choosing between gcp and aws', 'summary': "Discusses the comparison between google cloud platform (gcp) and aws, highlighting gcp's advantages in pricing, speed, performance, live migration of apps, big data offerings, security, and flexibility, making it a strong contender for cloud computing solutions.", 'duration': 533.021, 'highlights': ['GCP has better pricing compared to its competitors, offering cost-efficient infrastructure solutions. GCP provides better pricing options, depending on the services used, such as infrastructure as a service, managed services like Dataproc or BigQuery, and offers better cost efficiency compared to other competitors.', 'GCP offers fast speed, increased performance, and live migration of apps, unique features not found in other competitors. GCP provides fast speed, increased performance, and unique features like live migration of apps, which are not offered by other competitors, enhancing the overall user experience and project performance.', 'Google Cloud Platform provides various big data offerings and high productivity, ensuring high security, flexibility, and cost effectiveness. GCP offers a range of big data services like PubSub and Data Proc, high productivity, security, flexibility, and cost effectiveness, making it a strong choice for organizations looking for cloud solutions.', 'GCP offers three types of web hosting - WordPress, LAMP stack, and building custom websites, catering to diverse web hosting needs. GCP offers three types of web hosting - WordPress, LAMP stack, and building custom websites, providing diverse options for different web hosting requirements.', "Lush, a global cosmetics retailer, is a notable use case that highlights the success of utilizing GCP for web hosting and business operations. The use case of Lush, a global cosmetics retailer, showcases the successful utilization of GCP for web hosting and business operations, highlighting the platform's capabilities for diverse business needs."]}], 'duration': 1170.326, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg11208621.jpg', 'highlights': ['Google Cloud Platform offers various managed services like Kubernetes, cloud functions, networking, monitoring, and big data services, with detailed documentation available for each.', "AWS occupies more than 40% of the cloud computing market, with over $5.1 billion in revenue in the last quarter and at least 100 available services. AWS's significant market share, revenue, and extensive service offerings showcase its market leadership and experience in serving businesses.", "GCP provides a 25% annual cost reduction compared to AWS for a similar compute instance, and its cloud storage costs are lower than AWS's. The cost comparison between GCP and AWS emphasizes GCP's cost-effectiveness and affordability for users.", 'GCP offers over 60 services, with a growing adoption rate by companies, showcasing its steady growth and future potential. The expanding service portfolio and growing adoption of GCP highlight its potential to compete with AWS in the future.', 'GCP provides free trial options and $300 in credit over a 12-month period, without automatic charges after the trial ends. The free trial and credit options from GCP emphasize its customer-friendly approach and the flexibility it offers to users.', 'GCP has better pricing compared to its competitors, offering cost-efficient infrastructure solutions. GCP provides better pricing options, depending on the services used, such as infrastructure as a service, managed services like Dataproc or BigQuery, and offers better cost efficiency compared to other competitors.', 'GCP offers fast speed, increased performance, and live migration of apps, unique features not found in other competitors. GCP provides fast speed, increased performance, and unique features like live migration of apps, which are not offered by other competitors, enhancing the overall user experience and project performance.', 'Google Cloud Platform provides various big data offerings and high productivity, ensuring high security, flexibility, and cost effectiveness. GCP offers a range of big data services like PubSub and Data Proc, high productivity, security, flexibility, and cost effectiveness, making it a strong choice for organizations looking for cloud solutions.', 'GCP offers three types of web hosting - WordPress, LAMP stack, and building custom websites, catering to diverse web hosting needs.', "Lush, a global cosmetics retailer, is a notable use case that highlights the success of utilizing GCP for web hosting and business operations. The use case of Lush, a global cosmetics retailer, showcases the successful utilization of GCP for web hosting and business operations, highlighting the platform's capabilities for diverse business needs."]}, {'end': 13393.005, 'segs': [{'end': 12405.588, 'src': 'embed', 'start': 12378.947, 'weight': 2, 'content': [{'end': 12385.796, 'text': 'so the challenges which were faced here was traffic on boxing day caused website crash for almost 18 hours,', 'start': 12378.947, 'duration': 6.849}, {'end': 12390.081, 'text': 'and this is something which had a devastating effect on their business.', 'start': 12385.796, 'duration': 4.285}, {'end': 12392.764, 'text': 'the previous platform had no scalability option.', 'start': 12390.081, 'duration': 2.683}, {'end': 12394.123, 'text': 'What was the solution??', 'start': 12393.203, 'duration': 0.92}, {'end': 12400.866, 'text': 'The movement of website during the peak time was easy due to flexibility of GCP platform.', 'start': 12394.423, 'duration': 6.443}, {'end': 12405.588, 'text': 'With rapid VM deployment on Google Compute Engine.', 'start': 12401.206, 'duration': 4.382}], 'summary': "Traffic on boxing day caused 18-hour website crash, solved by gcp platform's flexibility and rapid vm deployment.", 'duration': 26.641, 'max_score': 12378.947, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg12378947.jpg'}, {'end': 12453.66, 'src': 'embed', 'start': 12429.795, 'weight': 0, 'content': [{'end': 12437.077, 'text': 'the availability during peak loads was improved because of google compute engines auto scaling feature.', 'start': 12429.795, 'duration': 7.282}, {'end': 12440.798, 'text': 'the infrastructure hosting costs were reduced by 40 percent,', 'start': 12437.077, 'duration': 3.721}, {'end': 12453.66, 'text': "streamline data center usage from 5 to 3 with google's high quality private network really benefited lush and it provided a flexible architecture and scalability for future business growth.", 'start': 12440.798, 'duration': 12.862}], 'summary': "Google compute engine's auto scaling improved availability during peak loads, reduced infrastructure hosting costs by 40%, and streamlined data center usage from 5 to 3, providing a flexible architecture and scalability for future business growth.", 'duration': 23.865, 'max_score': 12429.795, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg12429795.jpg'}, {'end': 12579.624, 'src': 'embed', 'start': 12557.624, 'weight': 4, 'content': [{'end': 12568.113, 'text': 'i would say allow http and https so that if i have a website content hosted on this machine, i can access it over http Now.', 'start': 12557.624, 'duration': 10.489}, {'end': 12570.915, 'text': 'here you have management options for your instance.', 'start': 12568.113, 'duration': 2.802}, {'end': 12579.624, 'text': 'You have security option which basically allows you to provide a public key if you are interested in using an external SSH client to connect.', 'start': 12571.416, 'duration': 8.208}], 'summary': 'Allow http and https for website access, provide public key for external ssh client.', 'duration': 22, 'max_score': 12557.624, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg12557624.jpg'}, {'end': 12736.032, 'src': 'embed', 'start': 12679.493, 'weight': 5, 'content': [{'end': 12682.916, 'text': 'that is basically to host your web application.', 'start': 12679.493, 'duration': 3.423}, {'end': 12697.137, 'text': "so I'm installing this service and here I can check if the service is running by doing a service httpd status, or I can say service Apache 2 status.", 'start': 12682.916, 'duration': 14.221}, {'end': 12699.078, 'text': 'It says it is already running.', 'start': 12697.697, 'duration': 1.381}, {'end': 12706.821, 'text': 'That means the Apache web server page will be accessible from HTTP provided my firewall rules allow that.', 'start': 12699.178, 'duration': 7.643}, {'end': 12711.643, 'text': 'Now, before we look into this, we can also, for our instance, look at the firewall rules.', 'start': 12707.041, 'duration': 4.602}, {'end': 12713.644, 'text': 'So here you have network details.', 'start': 12711.964, 'duration': 1.68}, {'end': 12719.367, 'text': 'Now, since we created an instance, by default, Google has created some firewall rules.', 'start': 12714.004, 'duration': 5.363}, {'end': 12729.05, 'text': 'which allow default http, https, icmp, your default internal access, rdp and ssh access,', 'start': 12719.887, 'duration': 9.163}, {'end': 12736.032, 'text': 'and here it says these ingress rules which allow incoming traffic are allowed from anywhere.', 'start': 12729.05, 'duration': 6.982}], 'summary': 'Installing apache web server, running status checked, firewall rules allowing http access from anywhere.', 'duration': 56.539, 'max_score': 12679.493, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg12679493.jpg'}, {'end': 13128.259, 'src': 'embed', 'start': 13059.336, 'weight': 8, 'content': [{'end': 13066.86, 'text': 'The Google Big Cloud Data and Machine Learning platform provides cloud databases, managed Hadoop and Spark services.', 'start': 13059.336, 'duration': 7.524}, {'end': 13074.505, 'text': 'With tools like Dataflow and Dataproc, the platform allows for highly scalable and reliable data processing.', 'start': 13067.541, 'duration': 6.964}, {'end': 13082.669, 'text': 'the Datalab, BigQuery and cloud machine learning features make it a great choice for business intelligence,', 'start': 13075.427, 'duration': 7.242}, {'end': 13085.069, 'text': 'large-scale analytics and machine learning.', 'start': 13082.669, 'duration': 2.4}, {'end': 13091.87, 'text': 'Its best-in-class performance and low cost makes Google Cloud popular and sought after.', 'start': 13086.289, 'duration': 5.581}, {'end': 13098.872, 'text': 'Technology giants like Spotify and Apple have implemented the Google Cloud platform at their organizations.', 'start': 13091.89, 'duration': 6.982}, {'end': 13107.251, 'text': 'And healthcare and consumer goods leaders like Philips and Coca-Cola are migrating to Google Cloud for their data analytics needs.', 'start': 13099.568, 'duration': 7.683}, {'end': 13117.494, 'text': 'A Google data engineer with expertise in Google Cloud, machine learning, and BigQuery earns $102, 000 per year on average.', 'start': 13108.171, 'duration': 9.323}, {'end': 13122.796, 'text': 'And the demand for Google data engineer certifications has never been higher.', 'start': 13118.234, 'duration': 4.562}, {'end': 13128.259, 'text': 'Simply Learns Google Cloud Platform, Big Data and Machine Learning Fundamentals,', 'start': 13124.016, 'duration': 4.243}], 'summary': 'Google big cloud offers scalable data processing, popular among tech giants. google data engineer earns $102,000/year on average.', 'duration': 68.923, 'max_score': 13059.336, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg13059336.jpg'}, {'end': 13237.776, 'src': 'embed', 'start': 13212.002, 'weight': 12, 'content': [{'end': 13218.404, 'text': 'When you use the Google Cloud Platform, you are empowered to build, test, and deploy applications at Google scale.', 'start': 13212.002, 'duration': 6.402}, {'end': 13221.428, 'text': 'The move to the cloud is happening today.', 'start': 13219.687, 'duration': 1.741}, {'end': 13223.709, 'text': 'There is a broad industry adoption.', 'start': 13221.888, 'duration': 1.821}, {'end': 13227.911, 'text': 'When I teach classes, I see the pace accelerating across all companies.', 'start': 13224.369, 'duration': 3.542}, {'end': 13236.655, 'text': 'Forbes projects a 19% growth rate to $140 billion US on cloud services by 2019.', 'start': 13228.812, 'duration': 7.843}, {'end': 13237.776, 'text': 'How can you move to the cloud?', 'start': 13236.655, 'duration': 1.121}], 'summary': 'Google cloud platform empowers application deployment at google scale, with forbes projecting a 19% growth rate to $140 billion us by 2019.', 'duration': 25.774, 'max_score': 13212.002, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg13212002.jpg'}], 'start': 12378.947, 'title': 'Google cloud platform', 'summary': "Discusses how google cloud platform provided a scalable solution for lush cosmetics, resulting in improved availability during peak loads, a 40% reduction in infrastructure hosting costs, a flexible architecture for future business growth, the process of setting up a google cloud instance with a demonstration of installing and checking the status of apache web server, testing and hosting an apache web server on an ec2 instance, and the increasing demand for google cloud platform skills in the analytics space, highlighting the platform's popularity among major corporations, its impact on various industries, and the average salary of a certified google data engineer at $102,000 per year.", 'chapters': [{'end': 12508.649, 'start': 12378.947, 'title': 'Google cloud solution for lush', 'summary': 'Discusses how google cloud platform provided a scalable solution for lush cosmetics, resulting in improved availability during peak loads, a 40% reduction in infrastructure hosting costs, and a flexible architecture for future business growth.', 'duration': 129.702, 'highlights': ['The movement of website during the peak time was easy due to flexibility of GCP platform. With rapid VM deployment on Google Compute Engine. The flexibility of the GCP platform allowed for easy movement of the website during peak times, with rapid VM deployment on Google Compute Engine.', "the infrastructure hosting costs were reduced by 40 percent, streamline data center usage from 5 to 3 with google's high quality private network really benefited lush and it provided a flexible architecture and scalability for future business growth. The infrastructure hosting costs were reduced by 40%, and data center usage streamlined from 5 to 3, along with the benefit of a flexible architecture and scalability for future business growth.", "the availability during peak loads was improved because of google compute engines auto scaling feature. The availability during peak loads was improved due to Google Compute Engine's auto-scaling feature."]}, {'end': 12755.817, 'start': 12508.649, 'title': 'Google cloud instance setup', 'summary': 'Explains the process of setting up a google cloud instance, including choosing machine configurations, disk size, network details, and firewall rules, with a demonstration of installing and checking the status of apache web server.', 'duration': 247.168, 'highlights': ['The chapter demonstrates the process of setting up a Google Cloud instance, including choosing machine configurations and disk size. The speaker explains the process of choosing a region, machine type, virtual CPU core, RAM size, distribution, distribution version, and disk size, emphasizing the flexibility of configurations based on usage requirements.', 'The chapter provides insights into managing options for the instance, including security options and allowing http and https access. The chapter covers the management options for instances, such as security options for providing a public key, allowing http and https access for website content, and the process of using an external SSH client to connect to the instance.', 'The chapter demonstrates connecting to the instance using SSH and installing the Apache web server. The speaker demonstrates the process of connecting to the instance using SSH, installing the Apache web server, and checking its status, highlighting the accessibility of the web server from HTTP and the default firewall rules allowing the traffic.', 'The chapter explains the default firewall rules and the option to customize them for the instance. The chapter explains the default firewall rules set by Google for the instance, including default ingress and egress rules, and highlights the option to customize the firewall rules based on specific requirements and IP addresses.']}, {'end': 13006.434, 'start': 12755.817, 'title': 'Testing and hosting apache web server', 'summary': 'Demonstrates the process of testing and hosting an apache web server on an ec2 instance, including accessing the default web page, modifying the html file, and restarting the apache service to display the updated content, ultimately hosting a simple custom html page.', 'duration': 250.617, 'highlights': ['The process of testing and hosting an Apache web server on an EC2 instance is demonstrated, including accessing the default web page, modifying the HTML file, and restarting the Apache service to display the updated content, ultimately hosting a simple custom HTML page. N/A', 'Accessing the default web page of the Apache 2 web server by entering the public IP in the browser, demonstrating that the Apache service is running properly. Demonstrates successful access to the default web page using the public IP.', 'Modifying the default HTML file located at var www.html index.html to host a custom website on the EC2 instance and testing the functionality by creating and adding a different HTML page. Demonstrates the process of modifying the HTML file and testing the hosting of a custom HTML page on the EC2 instance.', "Restarting the Apache service using the command 'service Apache restart' to apply the changes made to the HTML file and successfully accessing the updated custom HTML page using the public IP in the browser. Demonstrates the successful restart of the Apache service and access to the updated custom HTML page using the public IP."]}, {'end': 13393.005, 'start': 13006.434, 'title': 'Google cloud platform training', 'summary': "Discusses the increasing demand for google cloud platform skills in the analytics space, highlighting the platform's popularity among major corporations, its impact on various industries, and the average salary of a certified google data engineer at $102,000 per year.", 'duration': 386.571, 'highlights': ['The demand for Google data engineer certifications has never been higher. The increasing demand for Google data engineer certifications is highlighted, indicating a strong need for professionals with expertise in Google Cloud, machine learning, and BigQuery.', 'Google Cloud platform is popular among technology giants like Spotify and Apple, as well as healthcare and consumer goods leaders like Philips and Coca-Cola. The popularity of the Google Cloud platform among major players in the technology, healthcare, and consumer goods industries is emphasized, showcasing its wide adoption and relevance across various sectors.', 'A certified Google data engineer earns $102,000 per year on average. The average annual salary of a certified Google data engineer is quantified, providing a tangible incentive for pursuing certification in Google Cloud, machine learning, and BigQuery.', 'The Google Big Cloud Data and Machine Learning platform provides cloud databases, managed Hadoop and Spark services, and tools like Dataflow, Dataproc, Datalab, BigQuery, and cloud machine learning features. The comprehensive capabilities of the Google Big Cloud Data and Machine Learning platform are outlined, including cloud databases, managed Hadoop and Spark services, along with key tools like Dataflow, Dataproc, Datalab, BigQuery, and cloud machine learning features.', 'The Forbes projection suggests a 19% growth rate to $140 billion US on cloud services by 2019. A specific projection by Forbes regarding the expected growth rate of cloud services to $140 billion US by 2019 is presented, underlining the significant expansion and opportunities in the cloud industry.']}], 'duration': 1014.058, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/dB6Nf2MeMxg/pics/dB6Nf2MeMxg12378947.jpg', 'highlights': ["Improved availability during peak loads with Google Compute Engine's auto-scaling feature.", 'Reduced infrastructure hosting costs by 40% and streamlined data center usage from 5 to 3.', 'Flexibility of GCP platform allowed easy movement of website during peak times with rapid VM deployment.', 'Demonstrated process of setting up a Google Cloud instance with flexible configurations based on usage requirements.', 'Provided insights into managing options for the instance, including security options and allowing http and https access.', 'Demonstrated connecting to the instance using SSH, installing the Apache web server, and checking its status.', 'Explained default firewall rules and the option to customize them for the instance.', 'Demonstrated the process of testing and hosting an Apache web server on an EC2 instance.', 'Highlighted the increasing demand for Google data engineer certifications and its relevance across various sectors.', 'Emphasized the popularity of the Google Cloud platform among major players in various industries.', 'Quantified the average annual salary of a certified Google data engineer at $102,000.', 'Outlined the comprehensive capabilities of the Google Big Cloud Data and Machine Learning platform.', "Presented Forbes' projection of a 19% growth rate to $140 billion US on cloud services by 2019."]}], 'highlights': ['GCP offers monthly billing based on usage, including options for hourly, minute, and second billing, catering to different customer requirements.', "Committed use discounts of up to 57% off regular prices are available for specific virtual CPU cores and memory, catering to customers' long-term usage commitments.", 'Google Cloud provides innovative tools for cloud warehousing, such as BigQuery, and real-time data processing tools like Dataflow, enabling massive processing of data at high speeds.', "Ferrero's use of Google Cloud's BigQuery enabled the division of their database into real-time, actionable consumer clusters, leading to more accurate user profiles and personalized marketing strategies.", 'Google Cloud offers services for IoT, AI, and API platform, catering to organizations working with IoT devices and AI technology.', 'Cloud AI services include Cloud AutoML, Cloud TPU, and Cloud Machine Learning Engine, providing organizations with tools for machine learning and AI development.', 'BigQuery, a service of Google Cloud Platform, provided a solution capable of hyper-fast and efficient data analysis, allowing business analysts to store and analyze massive data sets reliably, quickly, and affordably.', 'The chapter provides a comprehensive overview of the APIs and services available on the Google Cloud Platform, including compute engine, BigQuery, Cloud Dataproc, Cloud Storage, Cloud SQL, and others.', 'Describes the process of setting up a VM instance on Google Cloud Platform, addressing key steps and considerations.', 'The standard storage class is best for short-term storage and frequently accessed data.', 'Google Cloud Platform (GCP) offers flexibility for users with easy instance access and cloud storage.', 'AWS offers 69 availability zones within 22 geographical locations with 12 more upcoming, showcasing a wide infrastructure footprint for high availability.', 'Compute Engine offers predefined virtual machines with configurations for every need, including large memory optimized instances with up to 11.5 terabytes of RAM and fast compute instances optimized up to 60 virtual CPU cores.', 'BigQuery offers the capability to process billions of rows in seconds and allows for real-time analysis of streaming data, along with the option to schedule queries, explore public data sets, and save query results, making it a cost-effective and efficient solution for structured data warehousing.', 'Google Cloud Platform offers various managed services like Kubernetes, cloud functions, networking, monitoring, and big data services, with detailed documentation available for each.', "GCP provides a 25% annual cost reduction compared to AWS for a similar compute instance, and its cloud storage costs are lower than AWS's. The cost comparison between GCP and AWS emphasizes GCP's cost-effectiveness and affordability for users.", 'GCP offers over 60 services, with a growing adoption rate by companies, showcasing its steady growth and future potential. The expanding service portfolio and growing adoption of GCP highlight its potential to compete with AWS in the future.', 'GCP provides free trial options and $300 in credit over a 12-month period, without automatic charges after the trial ends. The free trial and credit options from GCP emphasize its customer-friendly approach and the flexibility it offers to users.', 'GCP has better pricing compared to its competitors, offering cost-efficient infrastructure solutions. GCP provides better pricing options, depending on the services used, such as infrastructure as a service, managed services like Dataproc or BigQuery, and offers better cost efficiency compared to other competitors.', "Improved availability during peak loads with Google Compute Engine's auto-scaling feature.", 'Reduced infrastructure hosting costs by 40% and streamlined data center usage from 5 to 3.', 'Flexibility of GCP platform allowed easy movement of website during peak times with rapid VM deployment.', 'Quantified the average annual salary of a certified Google data engineer at $102,000.', "Presented Forbes' projection of a 19% growth rate to $140 billion US on cloud services by 2019."]}