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--pMtwYXSFK8&utm_medium=DescriptionFF&utm_source=youtube 🔥Caltech Cloud Computing Bootcamp (US Only): https://www.simplilearn.com/cloud-computing-bootcamp-certification-course?utm_campaign=GCPFSFeb19--pMtwYXSFK8&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: ttps://www.simplilearn.com/pgp-cloud-computing-certification-training-course?utm_campaign=GCPFSFeb19--pMtwYXSFK8&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': 'Provides a comprehensive overview of google cloud platform, including its services, features, and advantages over competitors, discussing real-world case studies and cost-effective strategies, and comparing market dominance with aws.', 'chapters': [{'end': 931.501, 'segs': [{'end': 93.35, 'src': 'embed', 'start': 15.72, 'weight': 0, 'content': [{'end': 20.502, 'text': 'Hello everyone, welcome to this interesting video on Google Cloud Platform full course.', 'start': 15.72, 'duration': 4.782}, {'end': 28.145, 'text': 'In this video, we will explore and understand all the important concepts revolving around Google Cloud Platform,', 'start': 21.302, 'duration': 6.843}, {'end': 40.629, 'text': 'starting with the basics of what is GCP and its following concepts, like GCP domains comprising various services like compute storage, networking,', 'start': 28.145, 'duration': 12.484}, {'end': 41.43, 'text': 'IoT, etc.', 'start': 40.629, 'duration': 0.801}, {'end': 45.651, 'text': 'with a proper hands-on demonstration on these services.', 'start': 42.53, 'duration': 3.121}, {'end': 51.313, 'text': 'Following that, we will have a comparison between GCP,', 'start': 46.752, 'duration': 4.561}, {'end': 57.516, 'text': "AWS and Azure and we'll see how they differ from each other and how they hold their individuality.", 'start': 51.313, 'duration': 6.203}, {'end': 66.959, 'text': 'And then, at the end, we will understand some of its depth concepts like GCP Web Hosting and GCP Cloud ML.', 'start': 59.016, 'duration': 7.943}, {'end': 76.85, 'text': 'And towards the end, we will take you through GCP fundamentals and certification training that will help you gain this certification.', 'start': 68.74, 'duration': 8.11}, {'end': 82.517, 'text': 'So for this training with me, I have our experienced GCP specialist.', 'start': 78.492, 'duration': 4.025}, {'end': 87.824, 'text': 'Together, we will take you through the various important keynotes of Google Cloud Platform.', 'start': 82.878, 'duration': 4.946}, {'end': 93.35, 'text': "So let's start with an exciting video on Google Cloud Platform full course.", 'start': 89.028, 'duration': 4.322}], 'summary': 'Video covers gcp basics, services, comparison with aws and azure, depth concepts, and certification training.', 'duration': 77.63, 'max_score': 15.72, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK815720.jpg'}, {'end': 175.299, 'src': 'embed', 'start': 141.926, 'weight': 4, 'content': [{'end': 147.329, 'text': 'So when we talk about Google Cloud Platform, we also need to know what is cloud computing.', 'start': 141.926, 'duration': 5.403}, {'end': 154.472, 'text': 'So cloud computing is the use of hardware and software components to deliver a service to a network.', 'start': 147.709, 'duration': 6.763}, {'end': 165.258, 'text': 'Users can access these files and applications and services provided by a cloud provider from any device that has access to internet.', 'start': 155.133, 'duration': 10.125}, {'end': 175.299, 'text': 'In short, cloud computing is a way where cloud provider provides access to different services, such as resources.', 'start': 166.018, 'duration': 9.281}], 'summary': 'Google cloud platform provides access to cloud computing services and resources via internet-connected devices.', 'duration': 33.373, 'max_score': 141.926, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK8141926.jpg'}, {'end': 497.822, 'src': 'embed', 'start': 474.069, 'weight': 5, 'content': [{'end': 485.775, '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': 474.069, 'duration': 11.706}, {'end': 487.736, 'text': 'Now, this is just one option.', 'start': 485.976, 'duration': 1.76}, {'end': 492.439, 'text': "There are various such options which you can learn about from the Google Cloud's page.", 'start': 488.197, 'duration': 4.242}, {'end': 497.822, 'text': 'And that really suits different customers for their different requirements.', 'start': 493.119, 'duration': 4.703}], 'summary': 'Purchase virtual cpu cores and memory for up to 57% discount when committing to one or three years, with various options available to suit different customer requirements.', 'duration': 23.753, 'max_score': 474.069, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK8474069.jpg'}, {'end': 570.801, 'src': 'embed', 'start': 547.373, 'weight': 6, 'content': [{'end': 556.277, 'text': 'Now, when we talk about customers, any or every customer would prefer to have low latency high throughput based services.', 'start': 547.373, 'duration': 8.904}, {'end': 563.359, 'text': 'They would want to use higher speeds to process their data in as less time as possible.', 'start': 556.717, 'duration': 6.642}, {'end': 566.3, 'text': 'Google provides a low latency network infrastructure.', 'start': 563.699, 'duration': 2.601}, {'end': 570.801, 'text': 'In fact, you can say that when you are using Google Cloud services,', 'start': 566.74, 'duration': 4.061}], 'summary': 'Customers prioritize low latency, high throughput services. google offers low latency network infrastructure.', 'duration': 23.428, 'max_score': 547.373, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK8547373.jpg'}, {'end': 703.384, 'src': 'embed', 'start': 626.904, 'weight': 7, 'content': [{'end': 635.651, 'text': 'BigQuery is a data warehouse that allows massive processing of data at high speeds basically working on your structured data.', 'start': 626.904, 'duration': 8.747}, {'end': 641.255, 'text': 'Google also has launched some new machine learning from artificial intelligence tools.', 'start': 635.971, 'duration': 5.284}, {'end': 647.72, 'text': 'Now, there are various other services which we can use from Google Cloud Platform.', 'start': 641.776, 'duration': 5.944}, {'end': 652.224, 'text': "But let's understand what is Google Cloud Platform and what are some of the services.", 'start': 647.76, 'duration': 4.464}, {'end': 659.81, 'text': 'Even the services which are not listed here can be found in your console from Google Cloud.', 'start': 652.924, 'duration': 6.886}, {'end': 662.251, 'text': 'So what is Google Cloud Platform, GCP?', 'start': 660.13, 'duration': 2.121}, {'end': 670.3, 'text': 'It is a set of cloud computing services provided by Google that runs on the same infrastructure as I mentioned,', 'start': 663.152, 'duration': 7.148}, {'end': 676.086, 'text': 'that Google uses for its end-user products like YouTube, Gmail and even Google Search.', 'start': 670.3, 'duration': 5.786}, {'end': 680.37, 'text': 'The various set of services offered by Google Cloud Platform are.', 'start': 676.546, 'duration': 3.824}, {'end': 690.54, 'text': 'so you have services which are specific to computing requirements and, again, in computing, you have various different options available.', 'start': 680.37, 'duration': 10.17}, {'end': 698.802, 'text': 'you have machines which are compute optimized, machines which are memory optimized, machines which are storage optimized,', 'start': 690.54, 'duration': 8.262}, {'end': 703.384, 'text': 'and also we have certain machines such as pre-emptive,', 'start': 698.802, 'duration': 4.582}], 'summary': 'Google cloud platform offers a range of services, including bigquery for high-speed data processing and various machine learning tools.', 'duration': 76.48, 'max_score': 626.904, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK8626904.jpg'}, {'end': 834.942, 'src': 'embed', 'start': 782.632, 'weight': 10, 'content': [{'end': 785.013, 'text': 'When you talk about storage and database.', 'start': 782.632, 'duration': 2.381}, {'end': 792.756, 'text': 'so the storage and database service allows application to store media files, backups or other file-like objects.', 'start': 785.013, 'duration': 7.743}, {'end': 795.918, 'text': 'Now various services under this are as follows.', 'start': 793.416, 'duration': 2.502}, {'end': 801.921, 'text': 'You have Cloud Storage, Cloud SQL, Cloud Bigtable for unstructured data.', 'start': 796.458, 'duration': 5.463}, {'end': 808.966, 'text': 'You have Cloud Spanner, Cloud Datastore, Persistent Disks and Cloud Memory Store.', 'start': 802.382, 'duration': 6.584}, {'end': 815.73, 'text': 'When we talk about networking, the networking service allows us to load balance traffic across resources.', 'start': 809.386, 'duration': 6.344}, {'end': 825.639, 'text': 'Now, as I mentioned earlier, resources could be your different resources, which you would be using from a cloud platform, such as your devices,', 'start': 816.257, 'duration': 9.382}, {'end': 834.942, 'text': 'your instances, memory optimized or CPU optimized instances, or other resources creating DNS records and much more.', 'start': 825.639, 'duration': 9.303}], 'summary': 'Storage and database services enable storing media files, backups, and other objects. networking service enables load balancing traffic across resources.', 'duration': 52.31, 'max_score': 782.632, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK8782632.jpg'}, {'end': 931.501, 'src': 'embed', 'start': 883.332, 'weight': 12, 'content': [{'end': 891.434, 'text': 'that is, you have cloud sdk software development kit, you have deployment manager, cloud source repositories and cloud test lab.', 'start': 883.332, 'duration': 8.102}, {'end': 894.617, 'text': 'when we talk about identity and security,', 'start': 892.054, 'duration': 2.563}, {'end': 902.765, 'text': 'which is one of the primary concerns for any organization or any user who would be interested in using a cloud platform,', 'start': 894.617, 'duration': 8.148}, {'end': 906.829, 'text': 'google cloud really has taken care of this.', 'start': 902.765, 'duration': 4.064}, {'end': 911.954, 'text': 'so when you talk about identity and security domain, this deals with security services.', 'start': 906.829, 'duration': 5.125}, {'end': 916.018, 'text': 'now, various services here are cloud identity.', 'start': 911.954, 'duration': 4.064}, {'end': 920.748, 'text': 'You have Identity and Access Management, that is, Cloud IAM.', 'start': 916.502, 'duration': 4.246}, {'end': 923.351, 'text': 'You have Identity Aware Proxies.', 'start': 921.148, 'duration': 2.203}, {'end': 931.501, 'text': 'You have Cloud Data Loss Prevention API, Security Key Enforcement, Key Management Service, and many more.', 'start': 923.892, 'duration': 7.609}], 'summary': 'Google cloud provides robust security services including cloud iam, identity aware proxies, and data loss prevention api.', 'duration': 48.169, 'max_score': 883.332, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK8883332.jpg'}], 'start': 15.72, 'title': 'Google cloud platform overview and services', 'summary': 'Introduces google cloud platform, covering its domains, service models, comparison with aws and azure, gcp web hosting, gcp cloud ml, fundamentals, and certification training. it also highlights key features such as pricing flexibility, high-speed infrastructure, low latency network, big data processing capabilities, and various services including compute, storage, networking, big data, developer tools, and identity/security.', 'chapters': [{'end': 273.009, 'start': 15.72, 'title': 'Google cloud platform overview', 'summary': 'Introduces google cloud platform (gcp), covering its domains, key concepts, service models, comparison with aws and azure, and depth concepts like gcp web hosting and gcp cloud ml, as well as gcp fundamentals and certification training, presented by an experienced gcp specialist.', 'duration': 257.289, 'highlights': ['Google Cloud Platform (GCP) domains comprise various services like compute, storage, networking, and IoT, with a hands-on demonstration. The GCP domains encompass services such as compute, storage, networking, and IoT, offering a comprehensive understanding through hands-on demonstrations.', 'Comparison between GCP, AWS, and Azure is provided, highlighting their differences and individual strengths. The video includes a comparison between GCP, AWS, and Azure, showcasing their distinct features and strengths for a comprehensive understanding.', "The video covers depth concepts like GCP Web Hosting and GCP Cloud ML, providing insights into advanced GCP functionalities. Advanced GCP concepts like GCP Web Hosting and GCP Cloud ML are explained, offering insights into the platform's advanced capabilities.", 'GCP fundamentals and certification training are presented to help viewers gain certification, facilitated by an experienced GCP specialist. The session includes GCP fundamentals and certification training, guided by an experienced GCP specialist, aiming to assist viewers in achieving certification.', 'Cloud computing is explained, covering its use of hardware and software components, service models, and prominent cloud providers like Google, Amazon, and Azure. The chapter provides a detailed explanation of cloud computing, including hardware, software components, service models, and prominent cloud providers like Google, Amazon, and Azure.']}, {'end': 680.37, 'start': 273.009, 'title': 'Google cloud platform overview', 'summary': "Provides an overview of google cloud platform, highlighting its key features including pricing flexibility, high-speed infrastructure, low latency network, big data processing capabilities, and a wide range of services that run on the same infrastructure as google's end-user products.", 'duration': 407.361, 'highlights': ['Google Cloud offers various pricing options, including committed use discounts of up to 57% for specific virtual CPU cores and memory, providing flexibility for different service models. Google Cloud provides committed use discounts, allowing customers to purchase a specific amount of virtual CPU cores and memory for up to 57% discount off regular prices if they commit usage for either one or three years, catering to different customer requirements.', "Google Cloud provides a low latency network infrastructure and high-speed connections, offering speeds up to 10 terabytes and leveraging the same infrastructure as Google's popular services like Google search and YouTube. Customers benefit from Google Cloud's low latency network infrastructure and high-speed connections, with speeds up to 10 terabytes, utilizing the same infrastructure as Google's popular services, ensuring efficient data processing and customer satisfaction.", 'Google Cloud offers innovative tools for big data processing, such as BigQuery for data warehousing and real-time data processing tools like Dataflow, making it a suitable choice for organizations working on complex and large-scale data. Google Cloud provides innovative tools for big data processing, including BigQuery for data warehousing and real-time data processing tools like Dataflow, catering to organizations working on complex and large-scale data with high processing speeds.', "Google Cloud Platform runs on the same infrastructure as Google's end-user products like YouTube, Gmail, and Google Search, offering a wide range of cloud computing services. Google Cloud Platform runs on the same infrastructure as Google's end-user products like YouTube, Gmail, and Google Search, providing a wide range of cloud computing services for various business requirements."]}, {'end': 931.501, 'start': 680.37, 'title': 'Google cloud platform services overview', 'summary': 'Provides an overview of various google cloud platform services, including compute, storage, networking, big data, developer tools, and identity/security, offering a wide range of options for computing, hosting, machine learning, big data processing, and security.', 'duration': 251.131, 'highlights': ['Google Cloud Platform offers various computing options including compute-optimized, memory-optimized, storage-optimized, and preemptive machines which can be requested on demand at a lower price. Highlights the variety of computing options available, including preemptive machines that can be obtained at a lower cost.', 'The networking services include VPC, cloud load balancing, cloud armor, cloud CDN, cloud interconnect, DNS, and network service tiers to load balance traffic across resources. Details the various networking services available, emphasizing the capability to distribute traffic across resources.', 'The storage and database service offers various options like Cloud Storage, Cloud SQL, Cloud Bigtable, Cloud Spanner, Cloud Datastore, Persistent Disks, and Cloud Memory Store to store media files, backups, and unstructured data. Highlights the array of storage and database options provided, catering to different storage needs including media files, backups, and unstructured data.', 'The developer tools service comprises tools related to application development, such as the cloud SDK, deployment manager, cloud source repositories, and cloud test lab. Emphasizes the range of developer tools available for application development, including the cloud SDK and deployment manager.', "The identity and security domain includes services like cloud identity, Identity and Access Management, Identity Aware Proxies, and Cloud Data Loss Prevention API, reflecting Google Cloud's comprehensive security measures. Highlights the robust security services provided, showcasing services like Identity and Access Management and Cloud Data Loss Prevention API."]}], 'duration': 915.781, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK815720.jpg', 'highlights': ['GCP domains encompass services like compute, storage, networking, and IoT, offering a comprehensive understanding through hands-on demonstrations.', 'Comparison between GCP, AWS, and Azure is provided, highlighting their differences and individual strengths.', "Advanced GCP concepts like GCP Web Hosting and GCP Cloud ML are explained, offering insights into the platform's advanced capabilities.", 'The session includes GCP fundamentals and certification training, guided by an experienced GCP specialist, aiming to assist viewers in achieving certification.', 'The chapter provides a detailed explanation of cloud computing, including hardware, software components, service models, and prominent cloud providers like Google, Amazon, and Azure.', 'Google Cloud provides committed use discounts, allowing customers to purchase a specific amount of virtual CPU cores and memory for up to 57% discount off regular prices if they commit usage for either one or three years, catering to different customer requirements.', "Customers benefit from Google Cloud's low latency network infrastructure and high-speed connections, with speeds up to 10 terabytes, ensuring efficient data processing and customer satisfaction.", 'Google Cloud provides innovative tools for big data processing, including BigQuery for data warehousing and real-time data processing tools like Dataflow, catering to organizations working on complex and large-scale data with high processing speeds.', "Google Cloud Platform runs on the same infrastructure as Google's end-user products like YouTube, Gmail, and Google Search, providing a wide range of cloud computing services for various business requirements.", 'Highlights the variety of computing options available, including preemptive machines that can be obtained at a lower cost.', 'Details the various networking services available, emphasizing the capability to distribute traffic across resources.', 'Highlights the array of storage and database options provided, catering to different storage needs including media files, backups, and unstructured data.', 'Emphasizes the range of developer tools available for application development, including the cloud SDK and deployment manager.', 'Highlights the robust security services provided, showcasing services like Identity and Access Management and Cloud Data Loss Prevention API.']}, {'end': 2114.604, 'segs': [{'end': 963.307, 'src': 'embed', 'start': 932.304, 'weight': 0, 'content': [{'end': 936.945, 'text': 'You also have cloud services which are related to Internet of Things.', 'start': 932.304, 'duration': 4.641}, {'end': 946.307, 'text': 'So very much would be used by organizations who would be working on IoT devices or the data generated by these devices.', 'start': 937.465, 'duration': 8.842}, {'end': 950.467, 'text': 'So various services here are cloud IoT core.', 'start': 946.827, 'duration': 3.64}, {'end': 953.928, 'text': 'You have Edge TPU and cloud IoT.', 'start': 950.787, 'duration': 3.141}, {'end': 963.307, 'text': 'Also, when we talk about cloud AI, that is, artificial intelligence, this comprises of services related to machine learning and much more.', 'start': 954.448, 'duration': 8.859}], 'summary': 'Cloud services for iot and ai include cloud iot core, edge tpu, and machine learning services.', 'duration': 31.003, 'max_score': 932.304, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK8932304.jpg'}, {'end': 1112.595, 'src': 'embed', 'start': 1081.882, 'weight': 1, 'content': [{'end': 1083.123, 'text': "Now that's one of the challenge.", 'start': 1081.882, 'duration': 1.241}, {'end': 1096.07, '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': 1083.683, 'duration': 12.387}, {'end': 1103.845, 'text': 'What was the solution here? So one of the service of cloud platforms or Google Cloud Platform is BigQuery.', 'start': 1096.738, 'duration': 7.107}, {'end': 1112.595, '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': 1104.346, 'duration': 8.249}], 'summary': "Ferrero aimed to build a digital ecosystem for customer engagement and data-driven marketing. google cloud's bigquery provided hyper-fast data analysis as a solution.", 'duration': 30.713, 'max_score': 1081.882, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK81081882.jpg'}, {'end': 1745.724, 'src': 'embed', 'start': 1720.471, 'weight': 2, 'content': [{'end': 1730.377, 'text': 'We went into pricing straight away, right? Now you can always come back to this page on your cloud.google.com and then you have your solutions.', 'start': 1720.471, 'duration': 9.906}, {'end': 1737.722, 'text': 'which talks about different products, right? And you can click on these or you can look into technical documentation.', 'start': 1731.38, 'duration': 6.342}, {'end': 1745.724, 'text': 'So this talks about your different featured solutions, infrastructure solutions, you have data center migration related and so on.', 'start': 1737.742, 'duration': 7.982}], 'summary': 'The cloud.google.com website offers various solutions including featured, infrastructure, and data center migration solutions.', 'duration': 25.253, 'max_score': 1720.471, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK81720471.jpg'}], 'start': 932.304, 'title': "Google cloud services and ferrero's data transformation", 'summary': "Introduces google cloud's services for iot, ai, and api platform, including cloud iot core, cloud ai, and api platform services. it also discusses ferrero's data transformation using google cloud's bigquery, leading to improved consumer behavior analysis, personalized marketing strategies, and cost-effective media buy strategy.", 'chapters': [{'end': 1005.446, 'start': 932.304, 'title': 'Google cloud services overview', 'summary': "Introduces google cloud's services for iot, ai, and api platform, including services like cloud iot core, cloud ai (with machine learning and more), and api platform services like maps platform, apg, and api analytics.", 'duration': 73.142, 'highlights': ['Google Cloud offers services for IoT, AI, and API platform, including cloud IoT core, cloud AI with machine learning, cloud auto ml, cloud tpu, maps platform, APG, and API analytics.', 'Cloud AI services include cloud auto ml, cloud tpu, cloud machine learning engine, job discovery, dialog flow, enterprise natural language, cloud text to speech, and more.', 'Cloud IoT services include cloud IoT core and Edge TPU for IoT devices and data generated by these devices.', 'API platform services include maps platform, APG, API platform monetization, developer portal analytics, cloud endpoints, and service infrastructure.']}, {'end': 1218.242, 'start': 1006.167, 'title': "Ferrero's data transformation with google cloud", 'summary': "Discusses how ferrero, a leading chocolate producer, leveraged google cloud's bigquery to address challenges related to data storage, processing, and analysis, resulting in improved consumer behavior analysis, personalized marketing strategies, and cost-effective media buy strategy.", 'duration': 212.075, 'highlights': ["Ferrero leveraged Google Cloud's BigQuery for hyper-fast and efficient data analysis, allowing storage and analysis of massive data sets in a reliable, fast, and affordable manner. Ability to store and analyze massive data sets, improved consumer behavior analysis, personalized marketing strategies, cost-effective media buy strategy", "Google Cloud's BigQuery allowed Ferrero to divide their database into real-time, actionable consumer clusters to generate more accurate user profiles, enabling personalized marketing strategies to match user needs. Real-time, actionable consumer clusters, more accurate user profiles, personalized marketing strategies", "Ferrero's business analysts were able to build and automate consumer behavior and sales pattern data reports using Google Cloud's BigQuery, facilitating the adoption of advertising across various marketing channels to serve customer needs effectively. Automated consumer behavior and sales pattern data reports, adoption of advertising across various marketing channels"]}, {'end': 2114.604, 'start': 1218.242, 'title': 'Google cloud platform overview', 'summary': 'Introduces the google cloud platform, highlighting the availability of various services, detailed documentation, and pricing details, emphasizing the extensive range of products and solutions offered, and outlining the benefits of the free trial account with a $300 credit and 237 days left for usage.', 'duration': 896.362, 'highlights': ['The chapter introduces the Google Cloud Platform, highlighting the availability of various services, detailed documentation, and pricing details The transcript emphasizes the availability of various services, detailed documentation, and pricing details for different products and solutions.', 'The extensive range of products and solutions offered The transcript details the extensive range of products and solutions offered by Google Cloud Platform, including Compute Engine, Cloud Run, Anthos, Cloud Storage, Cloud SQL, BigQuery, AI and machine learning related products, and different platform accelerators.', 'The benefits of the free trial account with a $300 credit and 237 days left for usage The transcript highlights the benefits of the free trial account, offering a $300 credit and 237 days left for usage, providing an opportunity to explore and utilize various Google Cloud Platform services.']}], 'duration': 1182.3, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK8932304.jpg', 'highlights': ['Google Cloud offers services for IoT, AI, and API platform, including cloud IoT core, cloud AI with machine learning, cloud auto ml, cloud tpu, maps platform, APG, and API analytics.', "Ferrero leveraged Google Cloud's BigQuery for hyper-fast and efficient data analysis, allowing storage and analysis of massive data sets in a reliable, fast, and affordable manner. Ability to store and analyze massive data sets, improved consumer behavior analysis, personalized marketing strategies, cost-effective media buy strategy", 'The chapter introduces the Google Cloud Platform, highlighting the availability of various services, detailed documentation, and pricing details The transcript emphasizes the availability of various services, detailed documentation, and pricing details for different products and solutions.']}, {'end': 2974.613, 'segs': [{'end': 2140.761, 'src': 'embed', 'start': 2115.184, 'weight': 2, 'content': [{'end': 2121.89, 'text': "You have identity access management in admin and this is required when you're working with different APIs or services.", 'start': 2115.184, 'duration': 6.706}, {'end': 2125.626, 'text': 'when you would want to have relevant access.', 'start': 2122.662, 'duration': 2.964}, {'end': 2127.228, 'text': 'you have getting started.', 'start': 2125.626, 'duration': 1.602}, {'end': 2129.631, 'text': 'you have security related options.', 'start': 2127.228, 'duration': 2.403}, {'end': 2132.855, 'text': 'you have Anthos, which is mainly for migration.', 'start': 2129.631, 'duration': 3.224}, {'end': 2137.08, 'text': 'now here you can look at your different domains, such as which we discussed.', 'start': 2132.855, 'duration': 4.225}, {'end': 2140.761, 'text': 'so you have compute, And in compute you have different services.', 'start': 2137.08, 'duration': 3.681}], 'summary': 'Identity access management in admin is necessary for working with apis or services. anthos is for migration, and has compute with various services.', 'duration': 25.577, 'max_score': 2115.184, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK82115184.jpg'}, {'end': 2251.921, 'src': 'embed', 'start': 2227.839, 'weight': 0, 'content': [{'end': 2237.085, 'text': 'So PubSub, you have Dataflow, you have IoT Core, BigQuery, which is a data warehouse package or data warehousing solution from Google Cloud.', 'start': 2227.839, 'duration': 9.246}, {'end': 2243.932, 'text': 'now, then you have your artificial intelligence related services and other google solutions.', 'start': 2237.745, 'duration': 6.187}, {'end': 2251.921, 'text': 'so you can always find a huge list of services or you can say at high level solutions offered by google cloud,', 'start': 2243.932, 'duration': 7.989}], 'summary': 'Google cloud offers a wide range of services including dataflow, iot core, bigquery, and artificial intelligence solutions.', 'duration': 24.082, 'max_score': 2227.839, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK82227839.jpg'}, {'end': 2392.811, 'src': 'embed', 'start': 2363.5, 'weight': 1, 'content': [{'end': 2366.922, 'text': 'usually, for people who are learning google cloud in the beginning,', 'start': 2363.5, 'duration': 3.422}, {'end': 2376.911, 'text': 'it is always good to go for console and use your different services from here in an easier way, but, as i said, you can always use the command line.', 'start': 2366.922, 'duration': 9.989}, {'end': 2389.208, 'text': 'for example, if i would just go ahead and type gcloud, create instances, And that will directly take me to the cloud console documentation,', 'start': 2376.911, 'duration': 12.297}, {'end': 2392.811, 'text': 'which shows you different options which you can use to work with instances.', 'start': 2389.208, 'duration': 3.603}], 'summary': "Beginners in google cloud should start with the console for easier access to services, although the command line is also an option. for instance, using 'gcloud create instances' leads directly to the cloud console documentation, presenting various options for working with instances.", 'duration': 29.311, 'max_score': 2363.5, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK82363500.jpg'}, {'end': 2588.269, 'src': 'embed', 'start': 2559.511, 'weight': 4, 'content': [{'end': 2567.112, 'text': 'each instance has a small boot persistent disk, which I will show you in further screens.', 'start': 2559.511, 'duration': 7.601}, {'end': 2568.352, 'text': 'that contains the OS.', 'start': 2567.112, 'duration': 1.24}, {'end': 2571.053, 'text': 'You can add more storage space if needed.', 'start': 2568.672, 'duration': 2.381}, {'end': 2578.019, 'text': 'And when you talk about instances and networks, A project can have up to five VPC networks.', 'start': 2571.873, 'duration': 6.146}, {'end': 2588.269, 'text': 'So VPC network is virtual private networks wherein you can virtual private cloud networks where you can have your resources within your own subnet.', 'start': 2578.059, 'duration': 10.21}], 'summary': 'Instances have small boot persistent disks, and a project can have up to five vpc networks.', 'duration': 28.758, 'max_score': 2559.511, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK82559511.jpg'}, {'end': 2674.452, 'src': 'embed', 'start': 2638.053, 'weight': 6, 'content': [{'end': 2640.274, 'text': "you're creating a Linux instance.", 'start': 2638.053, 'duration': 2.221}, {'end': 2650.641, 'text': 'you can associate SSH keys with your Google account or your G Suite account and then manage your admin non-admin access to the instance using IAM roles.', 'start': 2640.274, 'duration': 10.367}, {'end': 2657.325, 'text': 'If you connect to your instance using G Cloud or SSH from console, which we will see later,', 'start': 2651.281, 'duration': 6.044}, {'end': 2663.709, 'text': 'Compute Engine can generate SSH keys for you and apply that to your Google Cloud or G Suite account.', 'start': 2657.325, 'duration': 6.384}, {'end': 2674.452, 'text': 'Now what we can do is we can see how we can create your Google Cloud instances from your console or from the command line.', 'start': 2664.284, 'duration': 10.168}], 'summary': 'Create linux instance, associate ssh keys, manage admin access using iam roles, and generate ssh keys for google cloud or g suite account.', 'duration': 36.399, 'max_score': 2638.053, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK82638053.jpg'}, {'end': 2710.96, 'src': 'embed', 'start': 2688.567, 'weight': 3, 'content': [{'end': 2697.093, 'text': "Basically, looking at your Google cloud console or even cloud shell, let's go ahead and create some VM instances.", 'start': 2688.567, 'duration': 8.526}, {'end': 2703.938, 'text': "Now that's from your compute engine service and let's try connecting to these instances and see how this works.", 'start': 2697.533, 'duration': 6.405}, {'end': 2710.96, 'text': "Let's also see what are the different options which are available when you would want to create the virtual machine instances here.", 'start': 2704.417, 'duration': 6.543}], 'summary': 'Create vm instances from google cloud console or cloud shell and explore available options.', 'duration': 22.393, 'max_score': 2688.567, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK82688567.jpg'}, {'end': 2862.515, 'src': 'embed', 'start': 2831.448, 'weight': 5, 'content': [{'end': 2832.389, 'text': 'Now this one.', 'start': 2831.448, 'duration': 0.941}, {'end': 2835.671, 'text': 'we can scroll down and here it says machine configurations.', 'start': 2832.389, 'duration': 3.282}, {'end': 2841.354, 'text': 'you have general purpose machines, you have memory optimized machines, which is M1 series,', 'start': 2835.671, 'duration': 5.683}, {'end': 2847.738, 'text': 'and you can always go back to the Google Cloud page and see what a particular kind of machine specializes in.', 'start': 2841.354, 'duration': 6.384}, {'end': 2852.742, 'text': 'So I would click on general purpose and in general purpose you have different categories.', 'start': 2848.159, 'duration': 4.583}, {'end': 2862.515, 'text': 'so you have n1, which is powered by intel sky lake cpu platform, or you have e2, which is cpu platform selected selection based on availability.', 'start': 2852.742, 'duration': 9.773}], 'summary': 'Google cloud offers different machine configurations, including m1 series and n1 series powered by intel sky lake cpu platform.', 'duration': 31.067, 'max_score': 2831.448, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK82831448.jpg'}], 'start': 2115.184, 'title': 'Google cloud services and instance creation', 'summary': 'Provides an overview of google cloud services including identity access management, domain-specific services, and console/command line options. additionally, it explains the process of creating instances on google cloud platform using compute engine, covering machine configurations, storage, networking, virtual private cloud networks, and ssh key management.', 'chapters': [{'end': 2432.667, 'start': 2115.184, 'title': 'Google cloud services overview', 'summary': 'Provides an overview of google cloud services, highlighting identity access management, various domain-specific services like compute, storage, networking, operations, big data, and artificial intelligence, as well as the availability of both console and command line options for managing google cloud services.', 'duration': 317.483, 'highlights': ['The chapter provides an overview of various domain-specific services offered by Google Cloud, including compute, storage, networking, operations, big data, and artificial intelligence. It mentions specific services within each domain like App Engine, Compute Engine, Kubernetes, Cloud Functions, Cloud Run, Bigtable for unstructured data, SQL for structured data, VPC for networking, and services for big data, IoT Core, and artificial intelligence.', 'The chapter discusses the availability of both console and command line options for managing Google Cloud services, recommending the use of console for beginners and the transition to command line for experienced users. It emphasizes the use of console for easier access to services and recommends transitioning to command line as users gain experience, highlighting the ease of certain tasks in each interface.', 'The chapter highlights the importance of identity access management in administering different APIs or services, emphasizing the need for relevant access when working with various services. It stresses the significance of identity access management in ensuring appropriate access when working with APIs or services, underscoring its relevance in maintaining security and managing permissions.']}, {'end': 2974.613, 'start': 2432.667, 'title': 'Creating google cloud instances', 'summary': 'Explains the process of creating instances on google cloud platform using the compute engine service, including options for machine configurations, storage, and networking, and emphasizes the significance of virtual private cloud networks and the ability to deploy docker containers. it also covers the availability of different options for creating instances and the use of ssh keys for managing access to the instances.', 'duration': 541.946, 'highlights': ['Using Compute Engine to Create Instances The chapter provides a detailed guide on using the Compute Engine service to create instances on Google Cloud Platform, emphasizing the availability of different machine configurations, options for storage, and the significance of virtual private cloud networks and the ability to deploy Docker containers.', 'Importance of Virtual Private Cloud Networks It highlights the significance of virtual private cloud networks, where each instance belongs to one VPC network, allowing resources to be within their own subnet, and the ability for instances in the same network to communicate with each other through a local area network protocol.', 'Options for Machine Configurations It explains the options for machine configurations, including the availability of general purpose machines, memory optimized machines, and the ability to deploy container images to VM instances, with specific details on CPU cores and memory for different configurations.', "Managing Access with SSH Keys The chapter emphasizes the use of SSH keys for managing admin and non-admin access to the instances, where users can associate SSH keys with their Google account or G Suite account and manage access using IAM roles, with the option for Compute Engine to generate SSH keys and apply them to the user's account."]}], 'duration': 859.429, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK82115184.jpg', 'highlights': ['The chapter provides an overview of various domain-specific services offered by Google Cloud, including compute, storage, networking, operations, big data, and artificial intelligence, mentioning specific services within each domain.', 'The chapter discusses the availability of both console and command line options for managing Google Cloud services, recommending the use of console for beginners and the transition to command line for experienced users.', 'The chapter highlights the importance of identity access management in administering different APIs or services, emphasizing the need for relevant access when working with various services.', 'Using Compute Engine to Create Instances The chapter provides a detailed guide on using the Compute Engine service to create instances on Google Cloud Platform, emphasizing the availability of different machine configurations, options for storage, and the significance of virtual private cloud networks and the ability to deploy Docker containers.', 'Importance of Virtual Private Cloud Networks It highlights the significance of virtual private cloud networks, where each instance belongs to one VPC network, allowing resources to be within their own subnet, and the ability for instances in the same network to communicate with each other through a local area network protocol.', 'Options for Machine Configurations It explains the options for machine configurations, including the availability of general purpose machines, memory optimized machines, and the ability to deploy container images to VM instances, with specific details on CPU cores and memory for different configurations.', 'Managing Access with SSH Keys The chapter emphasizes the use of SSH keys for managing admin and non-admin access to the instances, where users can associate SSH keys with their Google account or G Suite account and manage access using IAM roles.']}, {'end': 3942.071, 'segs': [{'end': 3022.213, 'src': 'embed', 'start': 2974.613, 'weight': 0, 'content': [{'end': 2977.695, 'text': 'Now depending on your requirement you can increase this.', 'start': 2974.613, 'duration': 3.082}, {'end': 2980.173, 'text': 'You can even add disks later.', 'start': 2978.171, 'duration': 2.002}, {'end': 2981.294, 'text': "That's not a problem.", 'start': 2980.453, 'duration': 0.841}, {'end': 2982.515, 'text': 'Click on select.', 'start': 2981.674, 'duration': 0.841}, {'end': 2985.777, 'text': 'Now here I have access scopes.', 'start': 2983.015, 'duration': 2.762}, {'end': 2989.3, 'text': 'So here I will say allow default access.', 'start': 2986.278, 'duration': 3.022}, {'end': 2995.926, 'text': 'You can also set access for each API or you can give full access to all cloud APIs.', 'start': 2989.781, 'duration': 6.145}, {'end': 2999.649, 'text': 'So that based on your requirement, you can anytime change later also.', 'start': 2995.986, 'duration': 3.663}, {'end': 3006.535, 'text': 'we will also say allow http traffic and we can also choose allow https traffic.', 'start': 3000.089, 'duration': 6.446}, {'end': 3013.31, 'text': 'that basically allows me to access this machine or services which are http based, accessible from this machine.', 'start': 3006.535, 'duration': 6.775}, {'end': 3015.531, 'text': 'now i can just click on create.', 'start': 3013.31, 'duration': 2.221}, {'end': 3020.273, 'text': 'however, it would be good to basically enable connectivity to this machine now.', 'start': 3015.531, 'duration': 4.742}, {'end': 3022.213, 'text': 'we can do that in different ways.', 'start': 3020.273, 'duration': 1.94}], 'summary': 'Modify access scopes and enable http/https traffic for flexible connectivity and later modifications.', 'duration': 47.6, 'max_score': 2974.613, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK82974613.jpg'}, {'end': 3097.181, 'src': 'embed', 'start': 3072.015, 'weight': 2, 'content': [{'end': 3078.745, 'text': 'So what you can do is you can go to puttygen to begin with and here you can click on generate.', 'start': 3072.015, 'duration': 6.73}, {'end': 3086.812, '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': 3079.065, 'duration': 7.747}, {'end': 3087.893, 'text': 'You can give it a name.', 'start': 3086.992, 'duration': 0.901}, {'end': 3090.935, 'text': "So for example, let's give a username.", 'start': 3088.373, 'duration': 2.562}, {'end': 3093.238, 'text': 'I would give HDU.', 'start': 3091.296, 'duration': 1.942}, {'end': 3095.62, 'text': 'Now I can give a password for this one.', 'start': 3093.458, 'duration': 2.162}, {'end': 3097.181, 'text': 'So let me give a simple password.', 'start': 3095.7, 'duration': 1.481}], 'summary': 'Use puttygen to generate a key by moving the cursor in the empty space and give it a name and password.', 'duration': 25.166, 'max_score': 3072.015, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK83072015.jpg'}, {'end': 3301.612, 'src': 'embed', 'start': 3270.942, 'weight': 4, 'content': [{'end': 3273.683, 'text': 'now I can start using this instance.', 'start': 3270.942, 'duration': 2.741}, {'end': 3276.625, 'text': 'I can just look at the disk, what is available?', 'start': 3273.683, 'duration': 2.942}, {'end': 3283.971, 'text': 'okay, now we gave around 10 gigabyte, out of which we see 8.3 gigabyte here for the dev sda1,', 'start': 3276.625, 'duration': 7.346}, {'end': 3288.355, 'text': 'and then 1.8 gigabyte available and you can continue using this machine.', 'start': 3283.971, 'duration': 4.384}, {'end': 3293.58, 'text': 'this was the easiest way of connecting to a vm instance using ssh.', 'start': 3288.355, 'duration': 5.225}, {'end': 3301.612, 'text': 'now what we can also do is i can just leave this and i will now try to connect using an external ssh client right,', 'start': 3293.58, 'duration': 8.032}], 'summary': 'Connected to a vm instance with 10gb, 8.3gb used for dev sda1, 1.8gb available, and accessed using ssh.', 'duration': 30.67, 'max_score': 3270.942, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK83270942.jpg'}, {'end': 3361.707, 'src': 'embed', 'start': 3340.307, 'weight': 6, 'content': [{'end': 3350.036, 'text': 'so this is my instance 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': 3340.307, 'duration': 9.729}, {'end': 3354.46, 'text': 'so it shows you what is the instance id, what is the machine type?', 'start': 3350.036, 'duration': 4.424}, {'end': 3356.683, 'text': 'is it reservation specific?', 'start': 3354.46, 'duration': 2.223}, {'end': 3361.707, 'text': "what is the cpu platform, what's the zone and all the other details.", 'start': 3356.683, 'duration': 5.024}], 'summary': 'The transcript explains how to access instance details, including instance id, machine type, reservation specifics, cpu platform, and zone.', 'duration': 21.4, 'max_score': 3340.307, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK83340307.jpg'}, {'end': 3645.584, 'src': 'embed', 'start': 3620.529, 'weight': 5, 'content': [{'end': 3628.813, 'text': 'you can choose a particular protocol, you can give a protocol here with comma separated values and you can create a firewall rule.', 'start': 3620.529, 'duration': 8.284}, {'end': 3634.115, 'text': 'so this might be required depending on the services which you are running,', 'start': 3628.813, 'duration': 5.302}, {'end': 3642.482, 'text': 'wherein you might want to enable your access to your machine from an external service or to an external service.', 'start': 3634.115, 'duration': 8.367}, {'end': 3645.584, 'text': 'so you can always go to network details from here.', 'start': 3642.482, 'duration': 3.102}], 'summary': 'Choose a protocol, create firewall rule for access to machine from external service.', 'duration': 25.055, 'max_score': 3620.529, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK83620529.jpg'}, {'end': 3712.21, 'src': 'embed', 'start': 3690.471, 'weight': 8, 'content': [{'end': 3698.775, 'text': 'i can basically click on delete right and i can select this and I can do a cleanup, and this is good.', 'start': 3690.471, 'duration': 8.304}, {'end': 3703.34, 'text': "always when you're using a free trial account, try to use different services,", 'start': 3698.775, 'duration': 4.565}, {'end': 3712.21, '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': 3703.34, 'duration': 8.87}], 'summary': 'Maximize free trial by trying different services, then clean up to avoid wasting billing credit.', 'duration': 21.739, 'max_score': 3690.471, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK83690471.jpg'}, {'end': 3765.101, 'src': 'embed', 'start': 3739.804, 'weight': 3, 'content': [{'end': 3749.732, 'text': 'connecting to it from an internal SSH or from an external SSH client, such as Putty, where you have already created your private and public keys.', 'start': 3739.804, 'duration': 9.928}, {'end': 3758.398, 'text': 'Now I can click on the browser here and then I can basically come out and I can basically be looking into any particular service.', 'start': 3750.432, 'duration': 7.966}, {'end': 3761.34, 'text': 'So we just looked into Compute Engine, right?', 'start': 3758.438, 'duration': 2.902}, {'end': 3763.5, 'text': 'you have different other options.', 'start': 3761.84, 'duration': 1.66}, {'end': 3765.101, 'text': 'you have instance groups,', 'start': 3763.5, 'duration': 1.601}], 'summary': 'Using ssh to access and manage compute engine instances.', 'duration': 25.297, 'max_score': 3739.804, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK83739804.jpg'}, {'end': 3873.997, 'src': 'embed', 'start': 3828.181, 'weight': 7, 'content': [{'end': 3834.526, 'text': 'So this is a quick demo of using your Compute Engine service provided by Google Cloud,', 'start': 3828.181, 'duration': 6.345}, {'end': 3842.732, 'text': 'wherein you can create VM instances and use those VM instances for your application installation for any other purpose.', 'start': 3834.526, 'duration': 8.206}, {'end': 3851.477, 'text': 'Now that we have seen how you use your cloud console to create an instance and also clean it up,', 'start': 3843.572, 'duration': 7.905}, {'end': 3859.442, 'text': "let's also understand how you can do using your command line options and let's see what it takes,", 'start': 3851.477, 'duration': 7.965}, {'end': 3863.845, 'text': 'or what are the different commands which you can use to create your instances.', 'start': 3859.442, 'duration': 4.403}, {'end': 3873.997, 'text': "now you can always when, when you're creating an instance, you can use compute engine, which provisions resources to start the instance.", 'start': 3864.725, 'duration': 9.272}], 'summary': 'Demo of creating vm instances using google compute engine and command line options.', 'duration': 45.816, 'max_score': 3828.181, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK83828181.jpg'}], 'start': 2974.613, 'title': 'Google cloud compute engine', 'summary': 'Covers creating and managing vm instances, setting up ssh keys, managing network rules, and utilizing compute engine states, with a focus on traffic control and free billing credit, emphasizing the process and details.', 'chapters': [{'end': 3270.942, 'start': 2974.613, 'title': 'Setting up vm instance and ssh keys', 'summary': 'Discusses the process of setting up a vm instance on google cloud, configuring access scopes, enabling http and https traffic, generating and using ssh keys for connectivity, and connecting to the instance via ssh.', 'duration': 296.329, 'highlights': ['The process of setting up a VM instance on Google Cloud and configuring access scopes is discussed. Setting up a VM instance, configuring access scopes.', 'Enabling HTTP and HTTPS traffic for accessing the machine or services. Enabling HTTP and HTTPS traffic.', 'The generation of SSH keys using puttygen and the process of saving the private key. Generation and saving of SSH keys using puttygen.', 'The process of connecting to the VM instance using SSH keys without requiring a password. Connecting to the VM instance using SSH keys without a password.']}, {'end': 3672.484, 'start': 3270.942, 'title': 'Connecting to vm instance and managing network rules', 'summary': 'Details the process of connecting to a vm instance using ssh, managing instances, and navigating through the network details to modify ingress and egress firewall rules, with a focus on the available disk space, external and internal ip addresses, and ssh connectivity. it also emphasizes the creation and management of firewall rules to control the traffic.', 'duration': 401.542, 'highlights': ['Connecting to VM Instance using SSH The chapter emphasizes connecting to a VM instance using SSH, detailing the process of accessing the available disk space and navigating through the external and internal IP addresses to establish connectivity, with a focus on managing the SSH access and resolving connectivity issues.', 'Managing Network Details and Firewall Rules The chapter highlights the process of managing network details to modify ingress and egress firewall rules, emphasizing the creation of firewall rules for different protocols, enabling access from external services, and restarting the instance to apply the changes.', 'Viewing and Editing Instance Details The chapter discusses viewing and editing instance details, including the instance ID, machine type, CPU platform, and zone, emphasizing the ability to edit details, view equivalent REST commands, and connect to instances using external SSH clients.']}, {'end': 3942.071, 'start': 3672.484, 'title': 'Using google cloud compute engine', 'summary': 'Covers the use of google cloud compute engine to create and manage vm instances, including cleaning up instances to avoid wasting free billing credit, and explains the different states of an instance such as provisioning, staging, running, and terminated.', 'duration': 269.587, 'highlights': ['The chapter explains that using the reset option in Google Cloud Compute Engine does not delete the machine but rather cleans it up and brings it to the initial state, which can be useful for cleaning up installed items on the machine.', 'It emphasizes the importance of cleaning up instances when using a free trial account to avoid wasting free billing credit and encourages users to explore and play around with different services before cleaning up.', 'It illustrates the process of creating and deleting instances, connecting to instances through SSH using private files, and exploring different options such as instance groups and templates in the Google Cloud console.', 'The chapter provides an overview of managing instances using command line options and explains the different states an instance goes through, including provisioning, staging, running, and terminated, as well as the options for repairing, stopping, and terminating instances.']}], 'duration': 967.458, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK82974613.jpg', 'highlights': ['Setting up a VM instance, configuring access scopes', 'Enabling HTTP and HTTPS traffic', 'Generation and saving of SSH keys using puttygen', 'Connecting to the VM instance using SSH keys without a password', 'Connecting to a VM instance using SSH, accessing disk space', 'Managing network details to modify firewall rules', 'Viewing and editing instance details, including machine type and zone', 'Using the reset option in Google Cloud Compute Engine', 'Importance of cleaning up instances to avoid wasting free billing credit', 'Managing instances using command line options and different states']}, {'end': 4917.023, 'segs': [{'end': 4025.861, 'src': 'embed', 'start': 3966.607, 'weight': 0, 'content': [{'end': 3973.352, 'text': 'so here i have the cloud shell which i brought up from here and i basically opened it in a new window.', 'start': 3966.607, 'duration': 6.745}, {'end': 3983.839, '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': 3973.352, 'duration': 10.487}, {'end': 3998.628, '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 or work on gcloud.', 'start': 3983.839, 'duration': 14.789}, {'end': 4007.652, 'text': 'you can just type in gcloud here and then, for example, i could just say help to see different options of gcloud,', 'start': 3998.628, 'duration': 9.024}, {'end': 4010.153, 'text': 'which will show me different options which you can use here.', 'start': 4007.652, 'duration': 2.501}, {'end': 4013.274, 'text': 'now we would be interested in compute instances.', 'start': 4010.153, 'duration': 3.121}, {'end': 4025.861, 'text': 'so i could also do a gcloud compute compute instances and then I can basically say create, and then I can do a help.', 'start': 4013.274, 'duration': 12.587}], 'summary': 'Using gcloud in cloud shell to manage compute engine resources.', 'duration': 59.254, 'max_score': 3966.607, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK83966607.jpg'}, {'end': 4212.862, 'src': 'embed', 'start': 4188.582, 'weight': 5, 'content': [{'end': 4195.27, 'text': 'I can basically choose metadata option and I can say my default region should be Europe.', 'start': 4188.582, 'duration': 6.688}, {'end': 4197.132, 'text': 'which I was choosing earlier.', 'start': 4195.751, 'duration': 1.381}, {'end': 4199.453, 'text': 'So I can just bring up this command again.', 'start': 4197.372, 'duration': 2.081}, {'end': 4208.159, 'text': 'And what I can do is I can say here where I have gcloud compute project info, where I did it describe earlier.', 'start': 4199.974, 'duration': 8.185}, {'end': 4212.862, 'text': 'Now what I can also do is I can just say add metadata.', 'start': 4208.319, 'duration': 4.543}], 'summary': 'User can set default region to europe for gcloud compute project info.', 'duration': 24.28, 'max_score': 4188.582, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK84188582.jpg'}, {'end': 4296.586, 'src': 'embed', 'start': 4269.497, 'weight': 6, 'content': [{'end': 4277.44, 'text': 'And then it basically says that if you can look into particular help to see what is the command, which you would have to do.', 'start': 4269.497, 'duration': 7.943}, {'end': 4284.359, 'text': 'Now I can basically do a gcloud init here, initial configuration.', 'start': 4277.915, 'duration': 6.444}, {'end': 4290.703, 'text': 'And this basically says that it is initializing my default configuration.', 'start': 4284.839, 'duration': 5.864}, {'end': 4293.965, 'text': 'It says reinitialize this configuration from cloud shell.', 'start': 4290.783, 'duration': 3.182}, {'end': 4296.586, 'text': 'You want to create a new configuration.', 'start': 4294.665, 'duration': 1.921}], 'summary': 'Using gcloud init to initialize default configuration and create new configuration.', 'duration': 27.089, 'max_score': 4269.497, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK84269497.jpg'}, {'end': 4420.523, 'src': 'embed', 'start': 4399.215, 'weight': 2, 'content': [{'end': 4409.284, 'text': 'so you can basically do a command gcloud init and then basically it allows you to change your configuration or set default things.', 'start': 4399.215, 'duration': 10.069}, {'end': 4418.933, 'text': 'here you can all the times you can say gcloud config unset to basically remove a compute zone or a compute region.', 'start': 4409.284, 'duration': 9.649}, {'end': 4420.523, 'text': 'there are different ways.', 'start': 4419.622, 'duration': 0.901}], 'summary': "Use 'gcloud init' to change configuration or set default settings. use 'gcloud config unset' to remove compute zone or region.", 'duration': 21.308, 'max_score': 4399.215, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK84399215.jpg'}, {'end': 4664.604, 'src': 'embed', 'start': 4637.629, 'weight': 7, 'content': [{'end': 4641.291, 'text': "and that already shows me the instance which I've created.", 'start': 4637.629, 'duration': 3.662}, {'end': 4645.436, 'text': 'And then you can use the same method to connect to it using an SSH.', 'start': 4641.775, 'duration': 3.661}, {'end': 4649.438, 'text': 'So I have an instance created from my cloud shell.', 'start': 4645.937, 'duration': 3.501}, {'end': 4657.161, 'text': 'And what I can do is I can basically look into instances and see what are the different options with instance.', 'start': 4650.278, 'duration': 6.883}, {'end': 4661.983, 'text': 'So we did a create, right? You have an option delete.', 'start': 4657.701, 'duration': 4.282}, {'end': 4663.424, 'text': 'We did a create.', 'start': 4662.603, 'duration': 0.821}, {'end': 4664.604, 'text': 'You have an option delete.', 'start': 4663.464, 'duration': 1.14}], 'summary': 'Created and connected to an instance using ssh, with options to create and delete.', 'duration': 26.975, 'max_score': 4637.629, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK84637629.jpg'}, {'end': 4809.29, 'src': 'embed', 'start': 4771.334, 'weight': 4, 'content': [{'end': 4774.276, 'text': 'So this one shows me your storage option.', 'start': 4771.334, 'duration': 2.942}, {'end': 4785.883, 'text': 'Now you can click on browser and that basically shows me your storage browser which shows me on the top you have options for creating a bucket.', 'start': 4775.036, 'duration': 10.847}, {'end': 4790.726, 'text': 'Now Google Cloud Storage allows you to store any kind of data here.', 'start': 4786.684, 'duration': 4.042}, {'end': 4795.709, 'text': 'The easiest and the simplest way would be by using Cloud Console.', 'start': 4791.446, 'duration': 4.263}, {'end': 4809.29, 'text': 'Although you can again use Cloud Shell and in that you can use your gsutil command and gsutil basically has different options where you can be using.', 'start': 4796.229, 'duration': 13.061}], 'summary': 'Google cloud storage offers various storage options, including creating buckets, and using cloud console or cloud shell for data storage.', 'duration': 37.956, 'max_score': 4771.334, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK84771334.jpg'}], 'start': 3942.071, 'title': 'Managing compute engine resources and instances with gcloud', 'summary': 'Covers managing google cloud platform compute engine resources using gcloud, including creating instances, setting up metadata, modifying default region and zone, initializing and managing gcloud configurations, exploring options for managing gcloud compute instances, ssh and command line options for creating and managing compute instances, and using google cloud storage to create buckets with different storage options and regional considerations.', 'chapters': [{'end': 4268.917, 'start': 3942.071, 'title': 'Managing compute engine resources with gcloud', 'summary': 'Discusses managing google cloud platform compute engine resources using gcloud command line tool, including creating instances, setting up metadata, and modifying default region and zone.', 'duration': 326.846, 'highlights': ['Using gcloud to manage compute engine resources gcloud command line tool enables easy management of compute engine resources, providing a friendlier format than the compute engine API.', "Creating compute instances with gcloud The gcloud command allows for the creation of compute instances, with the 'create' command expecting an instance name and offering various options for customization.", "Setting up metadata for the project The 'gcloud compute project info describe' command provides access to project metadata, allowing for the modification of default region and zone settings."]}, {'end': 4558.85, 'start': 4269.497, 'title': 'Managing gcloud configurations and compute instances', 'summary': 'Covers the process of initializing and managing gcloud configurations, including setting default compute regions and zones, as well as exploring options for managing gcloud compute instances.', 'duration': 289.353, 'highlights': ['The process of initializing and managing gcloud configurations includes setting default compute regions and zones, and exploring options for managing gcloud compute instances. The chapter provides a detailed walkthrough of initializing gcloud configurations, setting default compute regions and zones, and exploring options for managing gcloud compute instances.', "The command 'gcloud init' allows for initializing the default configuration and re-initializing with updated properties. The 'gcloud init' command enables the initialization of default configurations and re-initialization with updated properties, providing flexibility in managing configurations.", 'Options for managing gcloud compute instances include listing instances, specifying formats, and utilizing filters for customized outputs. The options for managing gcloud compute instances encompass listing instances, specifying formats like JSON or YML, and utilizing filters for customized outputs, enhancing the management capabilities.']}, {'end': 4917.023, 'start': 4559.33, 'title': 'Creating compute instances and using google cloud storage', 'summary': 'Demonstrates creating and managing compute instances using ssh and command line options, including creating, stopping, and deleting instances, as well as using google cloud storage to create buckets with different storage options and regional considerations.', 'duration': 357.693, 'highlights': ['Creating and managing compute instances using SSH and command line options Demonstrates creating instances, stopping instances, and deleting instances from the command line, with options to connect using SSH.', 'Using Google Cloud Storage to create buckets with different storage options and regional considerations Illustrates creating a bucket, selecting storage options, and discussing regional considerations for cost and availability.']}], 'duration': 974.952, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK83942071.jpg', 'highlights': ["Creating compute instances with gcloud The gcloud command allows for the creation of compute instances, with the 'create' command expecting an instance name and offering various options for customization.", 'Using gcloud to manage compute engine resources gcloud command line tool enables easy management of compute engine resources, providing a friendlier format than the compute engine API.', 'The process of initializing and managing gcloud configurations includes setting default compute regions and zones, and exploring options for managing gcloud compute instances. The chapter provides a detailed walkthrough of initializing gcloud configurations, setting default compute regions and zones, and exploring options for managing gcloud compute instances.', 'Options for managing gcloud compute instances include listing instances, specifying formats, and utilizing filters for customized outputs. The options for managing gcloud compute instances encompass listing instances, specifying formats like JSON or YML, and utilizing filters for customized outputs, enhancing the management capabilities.', 'Using Google Cloud Storage to create buckets with different storage options and regional considerations Illustrates creating a bucket, selecting storage options, and discussing regional considerations for cost and availability.', "Setting up metadata for the project The 'gcloud compute project info describe' command provides access to project metadata, allowing for the modification of default region and zone settings.", "The command 'gcloud init' allows for initializing the default configuration and re-initializing with updated properties. The 'gcloud init' command enables the initialization of default configurations and re-initialization with updated properties, providing flexibility in managing configurations.", 'Creating and managing compute instances using SSH and command line options Demonstrates creating instances, stopping instances, and deleting instances from the command line, with options to connect using SSH.']}, {'end': 7812.645, 'segs': [{'end': 5781.733, 'src': 'embed', 'start': 5756.951, 'weight': 4, 'content': [{'end': 5766.379, 'text': 'Users can access these different services, applications, files from any device which can basically access internet.', 'start': 5756.951, 'duration': 9.428}, {'end': 5772.003, 'text': 'Cloud computing allows automatic software integration.', 'start': 5768.54, 'duration': 3.463}, {'end': 5775.346, 'text': 'It allows backing up and restoring of data.', 'start': 5773.084, 'duration': 2.262}, {'end': 5781.733, 'text': 'It basically offers unlimited storage, memory, or computation capacity.', 'start': 5776.71, 'duration': 5.023}], 'summary': 'Cloud computing enables access to services, files from any device and offers unlimited storage and computation capacity.', 'duration': 24.782, 'max_score': 5756.951, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK85756951.jpg'}, {'end': 6151.811, 'src': 'embed', 'start': 6123.437, 'weight': 0, 'content': [{'end': 6132.999, 'text': 'or organizations which are partnering with these main cloud providers, thus offering cloud services to their customers.', 'start': 6123.437, 'duration': 9.562}, {'end': 6140.241, 'text': 'when we talk about why google cloud platform, there are various reasons why someone would choose google cloud platform.', 'start': 6132.999, 'duration': 7.242}, {'end': 6144.408, 'text': 'GCP has better pricing compared to its competitors.', 'start': 6141.226, 'duration': 3.182}, {'end': 6151.811, 'text': 'When it comes to speed and performance, it is very fast and increases the performance of the project.', 'start': 6145.688, 'duration': 6.123}], 'summary': 'Google cloud platform offers better pricing and faster performance compared to competitors, attracting partner organizations.', 'duration': 28.374, 'max_score': 6123.437, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK86123437.jpg'}, {'end': 6456.678, 'src': 'embed', 'start': 6430.271, 'weight': 2, 'content': [{'end': 6437.897, 'text': 'So you have various global resources such as network, which could be even your IP addresses and so on.', 'start': 6430.271, 'duration': 7.626}, {'end': 6449.474, 'text': "Now let's do a quick comparison of AWS vs Azure vs GCP and let's look at what each cloud provider offers.", 'start': 6440.188, 'duration': 9.286}, {'end': 6456.678, 'text': 'Later we will also look into different services in detail when it comes to Google Cloud Platform.', 'start': 6450.174, 'duration': 6.504}], 'summary': 'Comparison of aws, azure, and gcp services for global resources like network and ip addresses.', 'duration': 26.407, 'max_score': 6430.271, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK86430271.jpg'}, {'end': 7144.729, 'src': 'embed', 'start': 7119.415, 'weight': 1, 'content': [{'end': 7126.659, 'text': 'because each part of your application is divided as functions and can be hosted over multiple service providers.', 'start': 7119.415, 'duration': 7.244}, {'end': 7136.004, 'text': 'You have serverless apps which are usually divided as separate units or functions based on functionalities or domains and so on.', 'start': 7127.44, 'duration': 8.564}, {'end': 7144.729, 'text': 'So serverless computing is getting quite popularity these days in comparison to the traditional three tier architecture,', 'start': 7136.485, 'duration': 8.244}], 'summary': 'Serverless computing gaining popularity over traditional three-tier architecture.', 'duration': 25.314, 'max_score': 7119.415, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK87119415.jpg'}, {'end': 7705.335, 'src': 'embed', 'start': 7678.55, 'weight': 3, 'content': [{'end': 7685.991, 'text': "Now let's look at this Domino's Pizza use case and see what it helps us learn about.", 'start': 7678.55, 'duration': 7.441}, {'end': 7695.613, 'text': 'So you can always access this page by going to this link which talks about customers and then which shows you different use cases.', 'start': 7686.431, 'duration': 9.182}, {'end': 7705.335, 'text': "So Domino's increasing monthly revenue by 6% with Google Analytics Premium, Google Tag Manager and Google BigQuery.", 'start': 7697.574, 'duration': 7.761}], 'summary': "Domino's pizza increased monthly revenue by 6% with google analytics premium, google tag manager, and google bigquery.", 'duration': 26.785, 'max_score': 7678.55, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK87678550.jpg'}], 'start': 4917.023, 'title': 'Google cloud platform', 'summary': "Provides an overview of google cloud platform, emphasizing its advantages over other cloud providers, including better pricing, faster speed and performance, live migration of apps, innovative big data and ai solutions, and a wide range of services and infrastructure. it also discusses the rise of serverless computing, comparing it to traditional three-tier architecture, and provides a comparison of the advantages and disadvantages of amazon web services, azure, and google cloud, along with a detailed case study showcasing the impact of google analytics premium, google tag manager, and google bigquery on domino's pizza's revenue.", 'chapters': [{'end': 4961.215, 'start': 4917.023, 'title': 'Google cloud storage class options', 'summary': 'Discusses the different storage class options for google cloud storage, including standard, nearline, and coldline, each suited for different use cases, and how to choose the default storage class for a storage bucket.', 'duration': 44.192, 'highlights': ['Different storage class options for Google Cloud Storage The chapter outlines the different storage class options for Google Cloud Storage, including standard, nearline, and coldline, each suited for different use cases.', 'Standard storage class best for short term storage and frequently access data Standard storage class is best for short term storage and frequently access data, making it suitable for use cases requiring regular access to data.', 'Nearline storage class ideal for backups and data access less than once a month Nearline storage class is ideal for backups and data access less than once a month, making it suitable for infrequently accessed data.', 'Coldline storage class suitable for cold or freezing storage Coldline storage class is suitable for cold or freezing storage, making it ideal for long-term archiving or storage of rarely accessed data.', 'Choosing the default storage class based on the use case for the storage bucket The chapter explains the importance of choosing the default storage class based on the specific use case for the storage bucket, ensuring optimal storage performance and cost efficiency.']}, {'end': 5591.563, 'start': 4961.655, 'title': 'Managing access in google cloud storage', 'summary': 'Explains how to control access to objects in google cloud storage, including setting permissions at both object and bucket levels, creating retention policies, managing bucket permissions, and uploading, downloading, and managing data using various methods and tools.', 'duration': 629.908, 'highlights': ['You can specify access to individual objects by using object level permissions or grant uniform access to all objects in the bucket by using only bucket level permissions. This demonstrates the flexibility in controlling access to objects in Google Cloud Storage, providing options to either specify access to individual objects or grant uniform access to all objects in the bucket.', "You can set a retention policy to specify the minimum duration for which the bucket's objects must be protected from deletion. The feature of setting a retention policy adds a layer of data protection by specifying the minimum duration for object protection from deletion.", 'The chapter provides a detailed walkthrough of creating, managing, and configuring buckets, including setting permissions, labels, default storage class, and exporting data to Cloud PubSub. The walkthrough includes detailed instructions for creating, managing, and configuring buckets, along with setting permissions, labels, default storage class, and exporting data to Cloud PubSub.', 'The process of uploading and downloading data to and from the cloud storage is explained, along with managing permissions for individual files and folders within a bucket. The explanation covers the process of uploading and downloading data, managing permissions for individual files and folders within a bucket, and the ability to specify different levels of access for specific users.', 'The transcript also demonstrates using GS util tools and Cloud Shell commands to perform various tasks such as creating, deleting, and managing buckets and data from the command line. The use of GS util tools and Cloud Shell commands is highlighted, showcasing the ability to perform tasks such as creating, deleting, and managing buckets and data from the command line.']}, {'end': 6068.362, 'start': 5591.563, 'title': 'Introduction to google cloud platform', 'summary': 'Discusses the basics of cloud computing, the benefits of google cloud platform, and its different services, along with a use case of a website development company facing challenges and the solutions provided by cloud computing, highlighting the advantages and traits of cloud computing and the reasons why it is compelling for organizations.', 'duration': 476.799, 'highlights': ['Cloud computing benefits for website development company Nina, a website development company, faced challenges such as low memory space, high website traffic, and a shortage of servers. Cloud computing helped solve these issues by providing on-demand memory space, load balancing for controlling website traffic, and the ability to scale up or down based on requirements, ultimately reducing the cost of buying servers.', 'Traits of cloud computing Cloud computing offers on-demand self-service, automatic software integration, backup and restoration of data, unlimited storage, access to reliable resources, and a cost-efficient model for organizations to modernize their infrastructure, catering to the dynamic changes and growth of businesses.', 'Reasons for the compelling nature of cloud computing The compelling nature of cloud computing is due to trends such as colocation, which allowed organizations to free up capital by renting space or sharing facilities instead of building costlier data centers, as well as virtualization and container-based architectures, which provided managed and maintained solutions.']}, {'end': 7096.591, 'start': 6068.362, 'title': 'Google cloud platform overview', 'summary': 'Provides an overview of google cloud platform, highlighting its advantages over other cloud providers, including better pricing, faster speed and performance, live migration of apps, innovative big data and ai solutions, and a wide range of services and infrastructure.', 'duration': 1028.229, 'highlights': ['Advantages of Google Cloud Platform Google Cloud Platform offers better pricing compared to competitors, provides high speed and performance, and unique features such as live migration of apps and innovative big data and AI solutions.', 'Overview of Google Cloud Platform Services Google Cloud Platform offers a wide range of services including compute, storage and database, networking, big data, developer tools, identity and security management, Internet of Things, cloud AI management tools, and data transfer solutions.', 'Comparison of Cloud Providers Comparison of AWS, Azure, and Google Cloud Platform, showcasing the availability zones, regions, and virtual server offerings of each provider.', 'Google Cloud Platform VM Instances Google Cloud Platform offers various VM instances including general purpose, compute optimized, and memory optimized instances, catering to different workloads and applications.', 'Serverless Computing and Applications Overview of serverless computing with AWS Lambda, Azure Functions, and Google Cloud Functions, highlighting the benefits such as zero administration, auto scaling, pay-per-use model, and accelerated deployment.']}, {'end': 7812.645, 'start': 7096.591, 'title': 'Serverless computing and cloud services comparison', 'summary': "Discusses the rise of serverless computing, comparing it to traditional three-tier architecture, and highlights the popularity and features of object storage services provided by amazon, azure, and google cloud. it also provides a comparison of the advantages and disadvantages of amazon web services, azure, and google cloud, and showcases a detailed case study of domino's pizza increasing monthly revenue by 6% with google analytics premium, google tag manager, and google bigquery.", 'duration': 716.054, 'highlights': ['The rise of serverless computing and its advantages over traditional three-tier architecture Serverless computing is gaining popularity due to its ability to offer a faster bring-to-market solution timeline and its division of applications into separate units or functions, as compared to the traditional three-tier architecture.', "Comparison of object storage services provided by Amazon, Azure, and Google Cloud Amazon's S3, Azure's blob storage, and Google Cloud's cloud storage are compared, highlighting their features such as scalability, storage classes, and advantages.", 'Advantages and disadvantages of Amazon Web Services, Azure, and Google Cloud Amazon Web Services offers enterprise-friendly services, easy access to resources, and increased speed and agility. Azure provides better development operations, strong security profile, and cost-effective solutions, while Google Cloud offers better pricing, live migration of virtual machines, improved performance, and redundant backups. However, each platform has its own set of limitations and disadvantages.', "Detailed case study of Domino's Pizza increasing monthly revenue by 6% with Google Analytics Premium, Google Tag Manager, and Google BigQuery Domino's Pizza integrated Google Analytics Premium, Google Tag Manager, and Google BigQuery to integrate marketing measurement, connect CRM and digital data, and create a clear view of customer behavior, resulting in an immediate 6% increase in monthly revenue, 80% cost savings in ad serving and operations, and increased agility with streamlined tag management."]}], 'duration': 2895.622, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK84917023.jpg', 'highlights': ['Google Cloud Platform offers better pricing, high speed and performance, live migration of apps, innovative big data and AI solutions.', 'Serverless computing provides faster bring-to-market solution timeline and division of applications into separate units or functions.', 'Comparison of AWS, Azure, and Google Cloud Platform, showcasing the availability zones, regions, and virtual server offerings of each provider.', "Detailed case study of Domino's Pizza increasing monthly revenue by 6% with Google Analytics Premium, Google Tag Manager, and Google BigQuery.", 'Cloud computing offers on-demand self-service, automatic software integration, backup and restoration of data, unlimited storage, access to reliable resources, and a cost-efficient model for organizations to modernize their infrastructure.']}, {'end': 8711.651, 'segs': [{'end': 7915.351, 'src': 'embed', 'start': 7893.872, 'weight': 0, 'content': [{'end': 7903.281, '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': 7893.872, 'duration': 9.409}, {'end': 7910.227, 'text': "high performance virtual machines which are configurable and which runs in google's data center,", 'start': 7903.281, 'duration': 6.946}, {'end': 7915.351, 'text': 'with access to high performance networking infrastructure and block storage.', 'start': 7910.227, 'duration': 5.124}], 'summary': 'Google compute engine offers scalable, high-performance virtual machines with access to high-performance networking infrastructure and block storage.', 'duration': 21.479, 'max_score': 7893.872, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK87893872.jpg'}, {'end': 8054.487, 'src': 'embed', 'start': 8015.809, 'weight': 1, 'content': [{'end': 8023.753, 'text': 'so you can click on create instance template which basically allows you to create templates which can be used to spin up different instances.', 'start': 8015.809, 'duration': 7.944}, {'end': 8025.774, 'text': 'we can give a name to the template.', 'start': 8023.753, 'duration': 2.021}, {'end': 8029.516, 'text': 'for example, we can say template instance.', 'start': 8025.774, 'duration': 3.742}, {'end': 8035.62, 'text': 'now here I can choose machine configurations, and this is where you have different options.', 'start': 8029.516, 'duration': 6.104}, {'end': 8040.842, 'text': 'so you have general purpose, as I mentioned, which provide a balance between price and performance.', 'start': 8035.62, 'duration': 5.222}, {'end': 8046.745, 'text': 'you have memory optimized, which are large memory machine types for memory intensive workloads.', 'start': 8040.842, 'duration': 5.903}, {'end': 8054.487, 'text': 'you also have compute optimized, which basically give you high performance machine types for compute intensive workloads.', 'start': 8046.745, 'duration': 7.742}], 'summary': 'Create instance templates to spin up different instances with various configurations such as general purpose, memory optimized, and compute optimized.', 'duration': 38.678, 'max_score': 8015.809, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK88015809.jpg'}, {'end': 8307.111, 'src': 'embed', 'start': 8264.451, 'weight': 3, 'content': [{'end': 8270.693, 'text': 'Now by default this is off and it purely depends on your workload what you would want to run on these instances.', 'start': 8264.451, 'duration': 6.242}, {'end': 8276.436, 'text': 'I could just go ahead and select preemptible being on that and use this feature of compute.', 'start': 8270.773, 'duration': 5.663}, {'end': 8283.906, 'text': 'You also have on host maintenance, which talks about what would be happening with this Compute Engine instance.', 'start': 8276.675, 'duration': 7.231}, {'end': 8291.218, 'text': 'So when Compute Engine performs periodic infrastructure maintenance, it can migrate your VM instances to other hardware.', 'start': 8284.227, 'duration': 6.991}, {'end': 8298.285, 'text': 'And this is one of the features which Compute Engine offers which we call as live migration for VMs.', 'start': 8291.438, 'duration': 6.847}, {'end': 8307.111, 'text': 'Here your Compute Engine can live migrate between host systems, that is, the underlying systems on which these VM instances are based on,', 'start': 8298.684, 'duration': 8.427}], 'summary': 'Compute engine offers live migration for vms, allowing migration between host systems during infrastructure maintenance.', 'duration': 42.66, 'max_score': 8264.451, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK88264450.jpg'}, {'end': 8371.009, 'src': 'embed', 'start': 8344.117, 'weight': 5, 'content': [{'end': 8355.362, 'text': 'which basically means sold tenant nodes which can be chosen so you can have physical compute engine servers dedicated exclusively for your use,', 'start': 8344.117, 'duration': 11.245}, {'end': 8359.844, 'text': "and this is usually good when you're talking about bring your own license applications.", 'start': 8355.362, 'duration': 4.482}, {'end': 8368.048, 'text': 'So sole tenant nodes give you access to same machine types and VM configuration options as regular compute instances.', 'start': 8360.245, 'duration': 7.803}, {'end': 8371.009, 'text': 'However, these might be a little expensive.', 'start': 8368.388, 'duration': 2.621}], 'summary': 'Sole tenant nodes offer dedicated physical servers for byol applications, with same vm options but at a higher cost.', 'duration': 26.892, 'max_score': 8344.117, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK88344117.jpg'}, {'end': 8424.484, 'src': 'embed', 'start': 8394.438, 'weight': 6, 'content': [{'end': 8396.92, 'text': 'and here, finally, you have security.', 'start': 8394.438, 'duration': 2.482}, {'end': 8406.807, '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': 8396.92, 'duration': 9.887}, {'end': 8415.975, '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': 8406.807, 'duration': 9.168}, {'end': 8420.8, 'text': 'so, for example, I can go into Puttygen and here I can say generate.', 'start': 8415.975, 'duration': 4.825}, {'end': 8424.484, 'text': 'just move my cursor over here and that will create a key.', 'start': 8420.8, 'duration': 3.684}], 'summary': 'You can securely ssh into the instance using the cloud console option and provide a public ssh key. external ssh clients like putty can also be used by generating a key.', 'duration': 30.046, 'max_score': 8394.438, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK88394438.jpg'}], 'start': 7813.006, 'title': 'Google cloud platform compute services and setting up google cloud instances', 'summary': 'Discusses google cloud platform compute domain services, focusing on scalable virtual machines, different machine types, and instance templates. it also details the process of setting up google cloud instances, covering instance creation, management settings, connecting via ssh, preemptibility, live migration, and ssh key management.', 'chapters': [{'end': 8167.485, 'start': 7813.006, 'title': 'Google cloud platform compute services', 'summary': 'Discusses the compute domain services offered by google cloud platform, focusing on the features of compute engine, including scalable virtual machines, different machine types, and creating instance templates.', 'duration': 354.479, 'highlights': ['Features of Compute Engine Compute Engine offers scalable, high-performance virtual machines with access to high-performance networking infrastructure and block storage, providing configurable VMs for general purpose, compute optimized, and memory optimized workloads.', 'Creating Instance Templates The process involves creating instance templates for spinning up different instances, selecting machine configurations such as general purpose, memory optimized, or compute optimized, and choosing specific machine types and disk configurations.', 'Choosing Machine Configurations Users can choose from different machine configurations such as general purpose, memory optimized, and compute optimized, each offering specific features and performance, and select the appropriate machine type and disk options based on their application requirements.']}, {'end': 8711.651, 'start': 8167.485, 'title': 'Setting up google cloud instances', 'summary': 'Details the process of setting up google cloud instances, covering topics such as instance creation, management settings, and connecting to the instances via ssh, emphasizing the benefits of preemptibility and live migration, as well as the security measures involving ssh key management.', 'duration': 544.166, 'highlights': ['The chapter explains the process of setting up Google Cloud instances, including management settings, such as allowing default access and specifying startup scripts, with an emphasis on choosing preemptibility for cost reduction and running specific workloads.', 'It discusses the feature of live migration for VM instances, which allows migration between host systems without rebooting, ensuring continuous application running during infrastructure maintenance.', 'The section covers the option of sole tenancy nodes, highlighting the ability to have dedicated physical compute engine servers for exclusive use, particularly beneficial for bring your own license applications.', 'The transcript provides detailed steps for connecting to the instances via SSH, explaining the process of generating and using public and private keys, including the use of tools like Puttygen and Putty for SSH connections.', 'It outlines the creation of an instance template for spinning up multiple instances, the process of creating instances from the template, and the distinction between public and private IP addresses for connecting to the instances.']}], 'duration': 898.645, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK87813006.jpg', 'highlights': ['Compute Engine offers scalable, high-performance virtual machines with access to high-performance networking infrastructure and block storage, providing configurable VMs for general purpose, compute optimized, and memory optimized workloads.', 'The process involves creating instance templates for spinning up different instances, selecting machine configurations such as general purpose, memory optimized, or compute optimized, and choosing specific machine types and disk configurations.', 'Users can choose from different machine configurations such as general purpose, memory optimized, and compute optimized, each offering specific features and performance, and select the appropriate machine type and disk options based on their application requirements.', 'The chapter explains the process of setting up Google Cloud instances, including management settings, such as allowing default access and specifying startup scripts, with an emphasis on choosing preemptibility for cost reduction and running specific workloads.', 'It discusses the feature of live migration for VM instances, which allows migration between host systems without rebooting, ensuring continuous application running during infrastructure maintenance.', 'The section covers the option of sole tenancy nodes, highlighting the ability to have dedicated physical compute engine servers for exclusive use, particularly beneficial for bring your own license applications.', 'The transcript provides detailed steps for connecting to the instances via SSH, explaining the process of generating and using public and private keys, including the use of tools like Puttygen and Putty for SSH connections.', 'It outlines the creation of an instance template for spinning up multiple instances, the process of creating instances from the template, and the distinction between public and private IP addresses for connecting to the instances.']}, {'end': 10339.06, 'segs': [{'end': 8760.595, 'src': 'embed', 'start': 8731.683, 'weight': 0, 'content': [{'end': 8737.686, 'text': 'So when we talk about features of Compute Engine, it has predefined machine types, as we saw.', 'start': 8731.683, 'duration': 6.003}, {'end': 8746.311, 'text': 'So Compute Engine offers different predefined virtual machines, and they have configurations for every need.', 'start': 8738.167, 'duration': 8.144}, {'end': 8754.414, 'text': 'from small general purpose instances to large memory optimized instances with up to 11.5 terabytes of ram.', 'start': 8746.812, 'duration': 7.602}, {'end': 8760.595, 'text': 'you can have fast compute instances optimized up to 60 virtual cpu cores.', 'start': 8754.414, 'duration': 6.181}], 'summary': 'Compute engine offers predefined virtual machines with up to 11.5tb ram and 60 vcpu cores.', 'duration': 28.912, 'max_score': 8731.683, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK88731683.jpg'}, {'end': 8884.015, 'src': 'embed', 'start': 8829.387, 'weight': 1, 'content': [{'end': 8833.249, 'text': 'medical analysis and virtual workstation applications.', 'start': 8829.387, 'duration': 3.862}, {'end': 8840.813, 'text': 'so you can add and remove gpus to a vm when your workload changes and pay for gpu only while using.', 'start': 8833.249, 'duration': 7.564}, {'end': 8850.239, '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': 8840.813, 'duration': 9.426}, {'end': 8852.8, 'text': 'so we only pay for the compute time.', 'start': 8850.239, 'duration': 2.561}, {'end': 8856.422, 'text': 'now there are different savings which are possible.', 'start': 8852.8, 'duration': 3.622}, {'end': 8865.995, 'text': 'so you have commitment savings, which basically means you can save up to 57% with upfront cost, per instance type lock-in.', 'start': 8856.422, 'duration': 9.573}, {'end': 8874.313, 'text': 'You have container support, so you can basically run, manage and orchestrate docker containers or compute engine instances.', 'start': 8866.677, 'duration': 7.636}, {'end': 8884.015, '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': 8874.313, 'duration': 9.702}], 'summary': 'Google compute engine offers flexible gpu usage, with potential savings of up to 57% with commitment savings and container support for running and managing docker containers.', 'duration': 54.628, 'max_score': 8829.387, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK88829387.jpg'}, {'end': 9195.126, 'src': 'embed', 'start': 9141.539, 'weight': 3, 'content': [{'end': 9150.191, 'text': 'so google cloud platform offers different storage based services, out of which storage, which is your object storage, is quite popular.', 'start': 9141.539, 'duration': 8.652}, {'end': 9156.62, 'text': 'one click on storage and that basically shows you an option which talks about storage browser.', 'start': 9150.191, 'duration': 6.429}, {'end': 9160.642, 'text': "So this is your Google Cloud's object storage.", 'start': 9157.06, 'duration': 3.582}, {'end': 9168.085, 'text': 'So when we talk about object storage, it is basically a storage where you could store any kind of data.', 'start': 9161.242, 'duration': 6.843}, {'end': 9177.57, 'text': 'And when we talk about object storage, it is a bunch of bytes which we address, wherein every object will have a unique key.', 'start': 9168.505, 'duration': 9.065}, {'end': 9182.094, 'text': 'these unique keys are in the form of url, which allows you to access the object.', 'start': 9177.57, 'duration': 4.524}, {'end': 9189.741, 'text': 'so cloud storage is comprised of what we call as buckets, which are used to store and hold your storage objects.', 'start': 9182.094, 'duration': 7.647}, {'end': 9195.126, 'text': 'these storage objects are immutable and every change creates a new version.', 'start': 9189.741, 'duration': 5.385}], 'summary': 'Google cloud platform offers object storage with unique keys in the form of urls and uses buckets to store immutable objects.', 'duration': 53.587, 'max_score': 9141.539, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK89141539.jpg'}, {'end': 9347.544, 'src': 'embed', 'start': 9322.611, 'weight': 5, 'content': [{'end': 9328.774, 'text': 'So you have a standard option which says best for short term storage and frequently access data.', 'start': 9322.611, 'duration': 6.163}, {'end': 9335.498, 'text': 'You can also go for cold storage such as Nearline, which is best for backups and data access less than once a month.', 'start': 9329.194, 'duration': 6.304}, {'end': 9342.801, 'text': 'You can go for freezing storage such as Coldline, best for disaster recovery and data accessed less than once a quarter.', 'start': 9335.698, 'duration': 7.103}, {'end': 9347.544, 'text': 'Or you can go for archiving where the data is accessed less than once a year.', 'start': 9343.302, 'duration': 4.242}], 'summary': 'Options for storage include standard, nearline, coldline, and archiving based on data access frequency.', 'duration': 24.933, 'max_score': 9322.611, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK89322611.jpg'}, {'end': 9643.996, 'src': 'embed', 'start': 9592.741, 'weight': 6, 'content': [{'end': 9601.286, 'text': 'So the problem initially faced by Google was that the web indexes behind search engine were taking too long to build.', 'start': 9592.741, 'duration': 8.545}, {'end': 9609.153, 'text': "So company wanted to build database that would provide real-time access to petabytes of data and that's where Bigtable began.", 'start': 9601.626, 'duration': 7.527}, {'end': 9616.52, 'text': 'So Bigtable powers different other Google services such as Gmail, Google Maps and other services,', 'start': 9609.553, 'duration': 6.967}, {'end': 9621.323, 'text': 'and in 2015 It was launched as a service for customers.', 'start': 9616.52, 'duration': 4.803}, {'end': 9625.566, 'text': 'So, when it comes to scalability, with use of Bigtable,', 'start': 9621.863, 'duration': 3.703}, {'end': 9634.531, 'text': 'you can increase your machine count without any downtime and you can handle admin tasks like upgrades, restarts and so on,', 'start': 9625.566, 'duration': 8.965}, {'end': 9637.233, 'text': 'which are basically taken care by the cloud provider.', 'start': 9634.531, 'duration': 2.702}, {'end': 9643.996, 'text': 'Data present in Cloud Bigtable is encrypted and you can use IAM roles to specify access.', 'start': 9637.873, 'duration': 6.123}], 'summary': 'Google developed bigtable to provide real-time access to petabytes of data, which now powers various google services and was launched as a customer service in 2015, enabling scalability and encrypted data storage with iam access roles.', 'duration': 51.255, 'max_score': 9592.741, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK89592741.jpg'}, {'end': 9770.185, 'src': 'embed', 'start': 9743.575, 'weight': 8, 'content': [{'end': 9747.477, 'text': 'it tells you how many reads can happen at millisecond.', 'start': 9743.575, 'duration': 3.902}, {'end': 9750.878, 'text': 'So it says 10,000 rows per second at 6 millisecond.', 'start': 9747.517, 'duration': 3.361}, {'end': 9757.281, 'text': 'You have writes which are 10,000 rows per second or you have scans which are 220 megabytes per second.', 'start': 9751.238, 'duration': 6.043}, {'end': 9765.104, 'text': 'storage which is taken care here would be 2.5 terabytes, and i can then basically click on create.', 'start': 9757.761, 'duration': 7.343}, {'end': 9770.185, 'text': 'now there is also some option called replication guidance, which basically says replication for cloud table.', 'start': 9765.104, 'duration': 5.081}], 'summary': 'Achieves 10,000 reads/second at 6ms and 10,000 writes/second. supports 220mb/s scans and 2.5tb storage. offers replication for cloud tables.', 'duration': 26.61, 'max_score': 9743.575, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK89743575.jpg'}, {'end': 10193.289, 'src': 'embed', 'start': 10147.003, 'weight': 10, 'content': [{'end': 10148.343, 'text': 'this usually takes a few minutes.', 'start': 10147.003, 'duration': 1.34}, {'end': 10151.284, 'text': "you'll be redirect to your database once it is ready.", 'start': 10148.343, 'duration': 2.941}, {'end': 10162.288, 'text': 'so if we compare the pricing structure between cloud data store and cloud big table always remember cloud data store you pay for monthly storage,', 'start': 10151.284, 'duration': 11.004}, {'end': 10165.049, 'text': 'which is also in the case of big table.', 'start': 10162.288, 'duration': 2.761}, {'end': 10169.751, 'text': 'however, Here you are paying for monthly storage for reads and writes.', 'start': 10165.049, 'duration': 4.702}, {'end': 10174.353, 'text': 'But in case of Bigtable, you are paying for cluster when it is running.', 'start': 10170.451, 'duration': 3.902}, {'end': 10181.977, 'text': 'So cloud data store is a good option for small data, infrequent access, and it acts cheaper.', 'start': 10174.853, 'duration': 7.124}, {'end': 10189.669, 'text': 'when you talk about large amount of data or big data and frequent access, then you are talking about cloud big table.', 'start': 10182.827, 'duration': 6.842}, {'end': 10193.289, 'text': 'so big table is cheaper when you talk about larger amount of data.', 'start': 10189.669, 'duration': 3.62}], 'summary': 'Cloud datastore is cheaper for small, infrequent data; bigtable is cheaper for large, frequent data.', 'duration': 46.286, 'max_score': 10147.003, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK810147003.jpg'}, {'end': 10244.95, 'src': 'embed', 'start': 10216.858, 'weight': 9, 'content': [{'end': 10224.141, 'text': 'so this is your cloud data store and it has many features which help you to work with your data.', 'start': 10216.858, 'duration': 7.283}, {'end': 10230.224, 'text': "however, some features or important features of our dbms's were still missing,", 'start': 10224.141, 'duration': 6.083}, {'end': 10237.567, 'text': "and that's where google created yet another big table based service called cloud spanner.", 'start': 10230.224, 'duration': 7.343}, {'end': 10244.95, 'text': 'now we can continue working on cloud data store, which basically gives you one option to work with your data.', 'start': 10237.567, 'duration': 7.383}], 'summary': 'Google created cloud spanner to address missing features of cloud data store, offering more options to work with data.', 'duration': 28.092, 'max_score': 10216.858, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK810216858.jpg'}], 'start': 8711.651, 'title': 'Google cloud platform services', 'summary': 'Covers google compute engine, google cloud services, object storage, cloud bigtable, and storage options, detailing features such as machine types, gpu accelerators, storage services, object storage management, and nosql database capabilities, offering insights and recommendations for managing instances and storage options.', 'chapters': [{'end': 9036.893, 'start': 8711.651, 'title': 'Google compute engine features', 'summary': 'Discusses the features of google compute engine, including predefined and custom machine types, gpu accelerators, commitment savings, sustained use discounts, and the use of cloud shell and cloud sdk for managing instances.', 'duration': 325.242, 'highlights': ['Google Compute Engine offers predefined machine types with configurations for every need, including instances with up to 11.5 terabytes of RAM and up to 60 virtual CPU cores, as well as custom machine types for significant savings. Predefined machine types offer configurations for every need, including instances with up to 11.5 terabytes of RAM and up to 60 virtual CPU cores. Custom machine types can result in significant savings.', 'The option to add GPU accelerators allows for accelerating computationally intensive workloads like machine learning, simulation, medical analysis, and virtual workstation applications, with the flexibility to add or remove GPUs as needed and pay only while using. The option to add GPU accelerators allows for accelerating computationally intensive workloads like machine learning, simulation, medical analysis, and virtual workstation applications, with the flexibility to add or remove GPUs as needed and pay only while using.', 'Compute Engine also offers commitment savings of up to 57% with upfront cost, sustained use discounts, and the ability to create reservations for VM instances in specific zones to ensure resources for future increases in demand. Compute Engine offers commitment savings of up to 57% with upfront cost, sustained use discounts, and the ability to create reservations for VM instances in specific zones to ensure resources for future increases in demand.', 'The use of Cloud Shell and Cloud SDK provides options for managing instances from the command line, including creating, manipulating, and setting up instances, as well as a range of commands for different operations such as listing, creating, starting, updating, stopping, and deleting instances. The use of Cloud Shell and Cloud SDK provides options for managing instances from the command line, including creating, manipulating, and setting up instances, as well as a range of commands for different operations such as listing, creating, starting, updating, stopping, and deleting instances.']}, {'end': 9300.646, 'start': 9037.394, 'title': 'Google cloud services and object storage', 'summary': "Provides an overview of creating instances in different regions using gcloud, and delves into google cloud platform's storage services, with a focus on google cloud's object storage, including its features like buckets, object versioning, and access control.", 'duration': 263.252, 'highlights': ["Google Cloud's object storage offers different storage based services, out of which storage, which is your object storage, is quite popular. Google Cloud's object storage is a popular storage service.", 'Cloud storage is comprised of what we call as buckets, which are used to store and hold your storage objects. These storage objects are immutable and every change creates a new version. Cloud storage is comprised of buckets, which hold immutable storage objects with each change creating a new version.', 'Object versioning feature creates a new version of the object every time you try to store the same object, ensuring data integrity and preventing accidental data loss. Object versioning feature creates a new version of the object, ensuring data integrity and preventing accidental data loss.', 'Options for bucket location include region specific for lowest latency, dual region for accessibility across regions, and multi-region for highest availability. Bucket location options include region specific, dual region, and multi-region, offering different levels of latency and availability.', 'GCloud allows different commands to work with instances, change metadata, region, and add startup scripts from the command line. GCloud provides commands for working with instances, changing metadata, region, and adding startup scripts from the command line.']}, {'end': 9541.464, 'start': 9300.646, 'title': 'Creating and managing object storage in cloud', 'summary': 'Explains the process of creating a bucket in google cloud storage, including options for storage class, access control, encryption, and permissions. it also covers uploading files, managing objects, and accessing data in the object storage.', 'duration': 240.818, 'highlights': ['You can choose from different storage classes such as standard, Nearline, Coldline, and archiving, each with specific purposes and costs. The storage options include standard, best for short term storage and frequently accessed data, Nearline for backups and data access less than once a month, Coldline for disaster recovery and data accessed less than once a quarter, and archiving for data accessed less than once a year.', 'Options for controlling access to objects include fine-grained permissions at bucket or object level, using IAM or access control list, as well as encryption and retention policy. The access control options allow fine-grained permissions at bucket or object level using IAM or access control list. Advanced settings also include encryption and retention policy to specify the minimum duration for object protection.', 'The process involves creating a bucket, setting default storage class, accessing bucket details, managing permissions, and uploading files with options for editing, downloading, and exporting. The process includes creating a bucket with default storage class, accessing bucket details, managing permissions, and uploading files with options for editing, downloading, and exporting to services like Cloud Pub Sub.']}, {'end': 9974.477, 'start': 9541.884, 'title': 'Google cloud bigtable overview', 'summary': 'Introduces google cloud bigtable, a nosql database service offering real-time access to petabytes of data, powering various google services, providing high scalability, encrypted data, and supporting high throughput and scalability, with a focus on low latency and real-time analytics.', 'duration': 432.593, 'highlights': ['Bigtable powers different Google services such as Gmail, Google Maps, and others, and was launched as a service for customers in 2015. Bigtable powers various Google services and was launched as a customer service in 2015, showcasing its widespread usage and availability.', 'Bigtable allows for increasing machine count without downtime, handles admin tasks, and encrypts data with IAM roles for access control. Bigtable provides seamless scalability, admin task handling, and data encryption, ensuring secure and efficient operations.', 'It offers high throughput and scalability, supporting 10,000 rows per second at 6 milliseconds for reads, 10,000 rows per second for writes, and 220 megabytes per second for scans. Bigtable offers impressive throughput and scalability, supporting high read and write rates along with efficient scans, showcasing its performance capabilities.', 'Bigtable is designed for low latency access and is suitable for data greater than one terabyte, not ideal for relational database use or multi-row transactions. Bigtable is optimized for low latency and large datasets, not suitable for relational database functions or multi-row transactions, emphasizing its specific use cases.', "It supports HBase API, enabling integration with Apache, Hadoop, and Spark clusters, making it suitable for real-time analytics and high-throughput applications. Bigtable's support for HBase API facilitates easy integration with various Apache, Hadoop, and Spark clusters, making it ideal for real-time analytics and high-throughput applications."]}, {'end': 10339.06, 'start': 9975.057, 'title': 'Google cloud storage options', 'summary': 'Discusses setting up and managing google cloud storage options, including bigtable, cloud datastore, and cloud spanner, highlighting their features, pricing structure, and recommended use cases.', 'duration': 364.003, 'highlights': ['Google Cloud offers various storage options, including Bigtable, Cloud Datastore, and Cloud Spanner, each with distinct features and pricing structures. Google Cloud provides a range of storage options, such as Bigtable, Cloud Datastore, and Cloud Spanner, each offering unique features and pricing models.', 'Cloud Datastore, built on top of Bigtable, supports secondary indexes, asset properties, and SQL-like queries, making it suitable for small data and infrequent access, while Cloud Bigtable is more cost-effective for large amounts of data and frequent access. Cloud Datastore, constructed on top of Bigtable, enables secondary indexes, asset properties, and SQL-like queries, making it ideal for small data and infrequent access, whereas Cloud Bigtable is more economical for large data volumes and frequent access.', "The pricing structure comparison between Cloud Datastore and Cloud Bigtable emphasizes that Cloud Datastore charges for monthly storage, reads, and writes, while Cloud Bigtable incurs costs based on cluster runtime, making the former more cost-effective for specific use cases. The pricing contrast between Cloud Datastore and Cloud Bigtable underscores that Cloud Datastore bills for monthly storage, reads, and writes, while Cloud Bigtable's costs are based on cluster runtime, rendering the former more economical for certain scenarios."]}], 'duration': 1627.409, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK88711651.jpg', 'highlights': ['Google Compute Engine offers predefined machine types with configurations for every need, including instances with up to 11.5 terabytes of RAM and up to 60 virtual CPU cores, as well as custom machine types for significant savings.', 'The option to add GPU accelerators allows for accelerating computationally intensive workloads like machine learning, simulation, medical analysis, and virtual workstation applications, with the flexibility to add or remove GPUs as needed and pay only while using.', 'Compute Engine also offers commitment savings of up to 57% with upfront cost, sustained use discounts, and the ability to create reservations for VM instances in specific zones to ensure resources for future increases in demand.', "Google Cloud's object storage offers different storage based services, out of which storage, which is your object storage, is quite popular.", 'Cloud storage is comprised of what we call as buckets, which are used to store and hold your storage objects. These storage objects are immutable and every change creates a new version.', 'You can choose from different storage classes such as standard, Nearline, Coldline, and archiving, each with specific purposes and costs.', 'Bigtable powers different Google services such as Gmail, Google Maps, and others, and was launched as a service for customers in 2015.', 'Bigtable allows for increasing machine count without downtime, handles admin tasks, and encrypts data with IAM roles for access control.', 'Bigtable offers high throughput and scalability, supporting 10,000 rows per second at 6 milliseconds for reads, 10,000 rows per second for writes, and 220 megabytes per second for scans.', 'Google Cloud offers various storage options, including Bigtable, Cloud Datastore, and Cloud Spanner, each with distinct features and pricing structures.', 'Cloud Datastore, built on top of Bigtable, supports secondary indexes, asset properties, and SQL-like queries, making it suitable for small data and infrequent access, while Cloud Bigtable is more cost-effective for large amounts of data and frequent access.', 'The pricing structure comparison between Cloud Datastore and Cloud Bigtable emphasizes that Cloud Datastore charges for monthly storage, reads, and writes, while Cloud Bigtable incurs costs based on cluster runtime, making the former more cost-effective for specific use cases.']}, {'end': 11190.044, 'segs': [{'end': 10442.471, 'src': 'embed', 'start': 10414.823, 'weight': 0, 'content': [{'end': 10421.64, 'text': "so it's a managed service, so It is one of the Google's most expensive database services.", 'start': 10414.823, 'duration': 6.817}, {'end': 10426.283, 'text': 'There is also one more database service, which is Cloud SQL, which can be used.', 'start': 10422.201, 'duration': 4.082}, {'end': 10431.987, 'text': 'So when we talk about your Cloud Spanner, it is fully managed relational database service.', 'start': 10426.603, 'duration': 5.384}, {'end': 10433.908, 'text': 'It is massively distributed.', 'start': 10432.207, 'duration': 1.701}, {'end': 10442.471, 'text': 'you can have millions of machines across hundreds of data centers with support, automatic sharding and synchronous replication.', 'start': 10434.568, 'duration': 7.903}], 'summary': "Google's cloud spanner is a managed, massively distributed relational database service, supporting millions of machines across hundreds of data centers with automatic sharding and synchronous replication.", 'duration': 27.648, 'max_score': 10414.823, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK810414823.jpg'}, {'end': 10506.037, 'src': 'embed', 'start': 10478.51, 'weight': 1, 'content': [{'end': 10486.797, 'text': 'so this is basically a service which allows you to have fully managed relational mysql, postgres and sql server databases.', 'start': 10478.51, 'duration': 8.287}, {'end': 10489.459, 'text': 'google handles replication, patch management,', 'start': 10486.797, 'duration': 2.662}, {'end': 10495.405, 'text': 'database management and other things which are related to this managed or fully managed database service.', 'start': 10489.459, 'duration': 5.946}, {'end': 10506.037, 'text': 'It can allow you to handle terabytes of storage capacity with 40,000 IOPS with huge amount of RAM per instance.', 'start': 10496.215, 'duration': 9.822}], 'summary': "Google's service offers managed relational databases with terabytes of storage, 40,000 iops, and large ram capacity.", 'duration': 27.527, 'max_score': 10478.51, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK810478510.jpg'}, {'end': 10627.34, 'src': 'embed', 'start': 10604.11, 'weight': 2, 'content': [{'end': 10613.993, 'text': 'you have features such as capability to process billions of rows in seconds and if you would want to do real-time analysis of streaming data,', 'start': 10604.11, 'duration': 9.883}, {'end': 10615.634, 'text': 'that is also possible here.', 'start': 10613.993, 'duration': 1.641}, {'end': 10624.218, 'text': 'so here we have clicked on BigQuery, which basically shows you the option where you can start typing your query and test your data access,', 'start': 10615.634, 'duration': 8.584}, {'end': 10627.34, 'text': 'for example, if I have uploaded some data.', 'start': 10624.218, 'duration': 3.122}], 'summary': 'Bigquery enables processing billions of rows in seconds and real-time analysis of streaming data.', 'duration': 23.23, 'max_score': 10604.11, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK810604110.jpg'}, {'end': 10723.829, 'src': 'embed', 'start': 10695.003, 'weight': 3, 'content': [{'end': 10702.028, 'text': 'Now BigQuery, when it comes to pricing, we need to remember that the storage cost is very less here.', 'start': 10695.003, 'duration': 7.025}, {'end': 10706.282, 'text': 'approximately 0.02 cents per GB per month.', 'start': 10702.461, 'duration': 3.821}, {'end': 10715.726, 'text': 'It is almost similar to Nearline where you can also have low cost that is 0.01 cents per GB per month.', 'start': 10706.943, 'duration': 8.783}, {'end': 10719.207, 'text': 'There is no charge for reading data from storage.', 'start': 10716.146, 'duration': 3.061}, {'end': 10723.829, 'text': "When it comes to querying and that's where the cost is incurred.", 'start': 10719.647, 'duration': 4.182}], 'summary': 'Bigquery offers low storage costs, approximately 0.02 cents per gb per month, with no charge for reading data from storage.', 'duration': 28.826, 'max_score': 10695.003, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK810695003.jpg'}, {'end': 10930.982, 'src': 'embed', 'start': 10897.862, 'weight': 4, 'content': [{'end': 10900.783, 'text': "So it's a layer on top to spin up clusters.", 'start': 10897.862, 'duration': 2.921}, {'end': 10902.163, 'text': "It's a managed service.", 'start': 10901.083, 'duration': 1.08}, {'end': 10903.204, 'text': "It's cheaper.", 'start': 10902.503, 'duration': 0.701}, {'end': 10905.384, 'text': 'Pay when the jobs are running only.', 'start': 10903.364, 'duration': 2.02}, {'end': 10910.086, 'text': "It's fast because it is integrated with other Google Cloud services.", 'start': 10905.825, 'duration': 4.261}, {'end': 10913.267, 'text': 'You have open source components pre-installed.', 'start': 10910.586, 'duration': 2.681}, {'end': 10918.109, 'text': 'And Dataproc is integrated with YARN to make cluster management easier.', 'start': 10913.687, 'duration': 4.422}, {'end': 10923.114, 'text': 'When you talk about Dataproc, you can click on create cluster,', 'start': 10918.689, 'duration': 4.425}, {'end': 10930.982, 'text': 'and that basically allows you to set up your cluster by choosing a particular region which you would want to use.', 'start': 10923.114, 'duration': 7.868}], 'summary': 'Dataproc is a managed service for spinning up clusters, cheaper, fast, and integrated with google cloud services.', 'duration': 33.12, 'max_score': 10897.862, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK810897862.jpg'}], 'start': 10339.06, 'title': 'Google cloud services and pricing', 'summary': "Provides an overview of google cloud services including cloud spanner, cloud sql, and bigquery, as well as details on bigquery pricing and the capabilities of dataproc for running spark or hadoop jobs. it includes information on cloud spanner's strong consistency, multi-region deployment, and massive scalability, cloud sql's support for mysql, postgres, and sql server, and bigquery's real-time data analysis capabilities. additionally, it highlights bigquery's low storage cost of approximately 0.02 cents per gb per month and the benefits of dataproc as a managed service for cluster management.", 'chapters': [{'end': 10694.362, 'start': 10339.06, 'title': 'Google cloud services overview', 'summary': "Discusses google cloud's advanced service, cloud spanner, a managed, scalable relational database released in 2017, offering strong consistency, multi-region deployment, and massive scalability. it also covers cloud sql, a fully managed relational database service supporting mysql, postgres, and sql server, as well as bigquery, a data warehouse solution enabling real-time analysis and processing billions of rows in seconds.", 'duration': 355.302, 'highlights': ["Cloud Spanner: Managed, scalable relational database with strong consistency, multi-region deployment, and massive scalability released in 2017. Google Cloud's advanced service, Cloud Spanner, offers strong consistency for all queries, multi-region deployment, and massive scalability, making it a good option for massive scalability requirements.", 'Cloud SQL: Fully managed relational database service supporting MySQL, Postgres, and SQL Server, with the capability to handle terabytes of storage capacity and 40,000 IOPS. Cloud SQL is a fully managed relational database service that supports MySQL, Postgres, and SQL Server, providing the capability to handle terabytes of storage capacity and 40,000 IOPS.', 'BigQuery: Data warehouse solution enabling real-time analysis and processing billions of rows in seconds, supporting standard SQL and offering ease of implementation and cost-effectiveness. BigQuery is a data warehouse solution that enables real-time analysis, processes billions of rows in seconds, and supports standard SQL, providing ease of implementation and cost-effectiveness.']}, {'end': 11190.044, 'start': 10695.003, 'title': 'Bigquery pricing and dataproc overview', 'summary': 'Discusses the pricing details of bigquery, highlighting the low storage cost of approximately 0.02 cents per gb per month and the capabilities of dataproc as a managed service for running spark or hadoop jobs, integrating with other google cloud services and providing cheaper, fast, and open source cluster management.', 'duration': 495.041, 'highlights': ['BigQuery offers low storage cost at approximately 0.02 cents per GB per month and no charge for reading data from storage. The storage cost for BigQuery is approximately 0.02 cents per GB per month, and there is no charge for reading data from storage.', 'BigQuery provides the option to save query results and create datasets to store the results. Users can save query results and create datasets to store the results in BigQuery.', 'Dataproc is a managed service for running Spark or Hadoop jobs, integrated with other Google Cloud services, providing cheaper, fast, and open source cluster management. Dataproc is a managed service for running Spark or Hadoop jobs, integrated with other Google Cloud services, providing cheaper, fast, and open source cluster management.']}], 'duration': 850.984, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK810339060.jpg', 'highlights': ['Cloud Spanner: Managed, scalable relational database with strong consistency, multi-region deployment, and massive scalability.', 'Cloud SQL: Fully managed relational database service supporting MySQL, Postgres, and SQL Server, with the capability to handle terabytes of storage capacity and 40,000 IOPS.', 'BigQuery: Data warehouse solution enabling real-time analysis and processing billions of rows in seconds, supporting standard SQL and offering ease of implementation and cost-effectiveness.', 'BigQuery offers low storage cost at approximately 0.02 cents per GB per month and no charge for reading data from storage.', 'Dataproc is a managed service for running Spark or Hadoop jobs, integrated with other Google Cloud services, providing cheaper, fast, and open source cluster management.']}, {'end': 12360.222, 'segs': [{'end': 11248.129, 'src': 'embed', 'start': 11215.051, 'weight': 3, 'content': [{'end': 11218.393, 'text': 'and then we have other options such as kubernetes.', 'start': 11215.051, 'duration': 3.342}, {'end': 11226.86, 'text': 'you have cloud functions, you have your networking related services, monitoring related services, different kind of tools.', 'start': 11218.393, 'duration': 8.467}, {'end': 11227.921, 'text': 'what you have?', 'start': 11226.86, 'duration': 1.061}, {'end': 11237.606, 'text': 'you have other big data specific services which you can learn about, and for each of these service, google has a very good documentation available.', 'start': 11227.921, 'duration': 9.685}, {'end': 11248.129, 'text': 'for example, when you talk about publish subscribe messaging system, it is a real-time managed service which basically is a pioneer, which was used,', 'start': 11237.606, 'duration': 10.523}], 'summary': 'Google cloud offers various services like kubernetes, cloud functions, networking, monitoring, and big data, with comprehensive documentation available.', 'duration': 33.078, 'max_score': 11215.051, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK811215051.jpg'}, {'end': 11536.903, 'src': 'embed', 'start': 11505.086, 'weight': 0, 'content': [{'end': 11507.728, 'text': "Now what do you have to say on that? I'm so glad you asked.", 'start': 11505.086, 'duration': 2.642}, {'end': 11508.848, 'text': "Let's look at present day.", 'start': 11507.908, 'duration': 0.94}, {'end': 11512.53, 'text': "In fact, let's look at the cloud market share of the fourth quarter of 2017.", 'start': 11509.028, 'duration': 3.502}, {'end': 11516.772, 'text': 'This will tell you once and for all that AWS is the leader when it comes to cloud computing.', 'start': 11512.53, 'duration': 4.242}, {'end': 11520.694, 'text': 'Amazon Web Services contributes 47% of the market share.', 'start': 11517.193, 'duration': 3.501}, {'end': 11525.897, 'text': 'Others, like Rackspace or Verizon cloud, contribute 36%, Microsoft Azure contributes 10%,', 'start': 11521.015, 'duration': 4.882}, {'end': 11529.239, 'text': 'the Google Cloud Platform contributes 4% and IBM Software contributes 3%.', 'start': 11525.897, 'duration': 3.342}, {'end': 11530.9, 'text': '47% of the market share is contributed by AWS.', 'start': 11529.239, 'duration': 1.661}, {'end': 11536.903, 'text': 'You need me to convince you anymore.', 'start': 11535.222, 'duration': 1.681}], 'summary': 'Aws leads with 47% cloud market share in q4 2017.', 'duration': 31.817, 'max_score': 11505.086, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK811505086.jpg'}, {'end': 11611.214, 'src': 'embed', 'start': 11584.275, 'weight': 1, 'content': [{'end': 11588.358, 'text': "Let's take the same compute instance of two CPUs with 8GB RAM.", 'start': 11584.275, 'duration': 4.083}, {'end': 11592.261, 'text': 'It will cost approximately $50 per month with GCP.', 'start': 11588.578, 'duration': 3.683}, {'end': 11598.326, 'text': "And as per my calculations, that's a 25% annual cost reduction when compared to AWS.", 'start': 11592.501, 'duration': 5.825}, {'end': 11603.811, 'text': 'Talking about cloud storage cost, it is only 2 cents per GB per month with GCP.', 'start': 11598.646, 'duration': 5.165}, {'end': 11607.673, 'text': "What else do you want me to say? Let's talk about market share and options.", 'start': 11604.091, 'duration': 3.582}, {'end': 11611.214, 'text': 'Now AWS is the current market leader when it comes to cloud computing.', 'start': 11607.973, 'duration': 3.241}], 'summary': 'Gcp offers 25% cost reduction compared to aws, with compute instance at $50/month and storage at 2 cents per gb/month.', 'duration': 26.939, 'max_score': 11584.275, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK811584275.jpg'}, {'end': 11775.095, 'src': 'embed', 'start': 11748.559, 'weight': 4, 'content': [{'end': 11755.283, 'text': 'hence they reduce your compute engine costs significantly And, unlike AWS, these come at a fixed price.', 'start': 11748.559, 'duration': 6.724}, {'end': 11759.866, 'text': 'Google Cloud Platform is a lot more flexible when it comes to instance configuration.', 'start': 11755.423, 'duration': 4.443}, {'end': 11762.547, 'text': 'You simply choose your CPU and RAM combination.', 'start': 11760.006, 'duration': 2.541}, {'end': 11766.228, 'text': 'Of course, you can even create your own instance types this way.', 'start': 11762.847, 'duration': 3.381}, {'end': 11769.67, 'text': "Before we wrap it up, let's compare on some other things as well.", 'start': 11766.729, 'duration': 2.941}, {'end': 11775.095, 'text': "Telemetry It's a process of automatically collecting periodic measurements from remote devices.", 'start': 11770.05, 'duration': 5.045}], 'summary': 'Google cloud offers fixed price compute engine, flexible instance configuration, and telemetry for remote device measurements.', 'duration': 26.536, 'max_score': 11748.559, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK811748559.jpg'}, {'end': 12116.593, 'src': 'embed', 'start': 12086.449, 'weight': 2, 'content': [{'end': 12097.654, 'text': 'GCP has better pricing compared to its competitors, depending on the services which you would use, whether that would be infrastructure as a service,', 'start': 12086.449, 'duration': 11.205}, {'end': 12109.708, 'text': 'such as using compute engine instances and running your applications on them, or might be a managed service, such as Dataproc or Bigtable,', 'start': 12097.654, 'duration': 12.054}, {'end': 12116.593, 'text': 'or your BigQuery, where you can have your Hadoop clusters running or store huge amount of data,', 'start': 12109.708, 'duration': 6.885}], 'summary': 'Gcp offers better pricing than competitors for various services like compute engine instances, dataproc, bigtable, and bigquery.', 'duration': 30.144, 'max_score': 12086.449, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK812086449.jpg'}], 'start': 11190.284, 'title': 'Google cloud platform services, aws comparison, and market dominance', 'summary': "Provides an overview of google cloud platform services, including kubernetes, cloud functions, networking, monitoring, and big data specific services, along with a comparison with aws in terms of market share, revenue, and offerings. it outlines aws's dominance in the cloud market with a 47% market share and 5.3 billion dollars in quarterly revenue, while highlighting gcp's steadily growing 4% market share, cost advantages, flexibility in instance configuration, telemetry tools, support for containers, and reasons to choose gcp over competitors based on pricing, speed, live migration of apps, and big data offerings.", 'chapters': [{'end': 11258.713, 'start': 11190.284, 'title': 'Google cloud platform services overview', 'summary': 'Highlights the variety of services offered by google cloud platform, including kubernetes, cloud functions, networking, monitoring, and big data specific services, with emphasis on the real-time managed service of publish subscribe messaging and its comparison with kafka.', 'duration': 68.429, 'highlights': ['Google Cloud Platform offers a wide range of services including Kubernetes, cloud functions, networking, monitoring, and big data specific services.', 'The chapter emphasizes the real-time managed service of publish subscribe messaging, highlighting its pioneer status and comparison with Kafka.', 'Google provides comprehensive documentation for each of its services, enhancing the learning experience for users.', 'The chapter underscores the importance of cost-effectiveness, aiming to avoid incurring unnecessary expenses on managed services.']}, {'end': 11504.706, 'start': 11259.89, 'title': 'Google cloud platform vs aws', 'summary': "Provides an overview of google cloud platform (gcp) services, including featured products, domains, and different services offered by gcp, as well as a comparison with amazon web services (aws) in terms of market share, revenue, and offerings, highlighting gcp's recent launch, cost-effectiveness, and increasing services.", 'duration': 244.816, 'highlights': ["GCP offers a modest number of services, rapidly increasing, and provides cost-effective CPU instance and regional storage compared to AWS. GCP's recent launch in 2011, and its cost-effectiveness in providing services like CPU instance and regional storage, makes it a strong competitor in the cloud computing market.", "AWS has over $5.1 billion of revenue in the last quarter, occupies more than 40% of the market, and offers at least 100 services. AWS's significant market share, revenue, and extensive range of services demonstrate its dominance and trust in the cloud computing market.", "GCP provides a suite of intelligent, secure, and flexible cloud computing services and is helping businesses significantly with its offerings. GCP's focus on providing intelligent, secure, and flexible cloud computing services contributes to its appeal in assisting businesses and organizations."]}, {'end': 12360.222, 'start': 11505.086, 'title': 'Cloud market: aws dominance & gcp steadily growing', 'summary': "Outlines the dominance of aws in the cloud market, with a 47% market share and 5.3 billion dollars in quarterly revenue, while gcp is steadily growing with a 4% market share and cost advantages over aws. it also highlights gcp's flexibility in instance configuration, superior telemetry tools, and better support for containers, along with the reasons to choose gcp over competitors like aws based on pricing, speed, live migration of apps, and big data offerings.", 'duration': 855.136, 'highlights': ['AWS contributes 47% of the cloud market share, with a quarterly revenue of 5.3 billion dollars, demonstrating its dominance in the market. AWS holds a significant market share and revenue, solidifying its position as a market leader in cloud computing.', "GCP offers a 25% annual cost reduction compared to AWS for the same compute instance and lower cloud storage costs, positioning it as a cost-effective alternative to AWS. GCP's cost advantages in compute instance and cloud storage make it a compelling choice for businesses seeking to minimize expenses.", 'GCP provides more flexible instance configuration, allowing users to choose their CPU and RAM combination, and create custom instance types, offering greater customization options than AWS. The flexibility in instance configuration provided by GCP allows users to tailor resources to their specific needs, enhancing their operational efficiency.', "GCP offers superior telemetry tools for analyzing services and provides more opportunities for improvement compared to AWS, indicating its advanced monitoring and optimization capabilities. GCP's superior telemetry tools enable in-depth analysis and improvement of services, enhancing the overall performance and efficiency of cloud operations.", 'GCP has better pricing, faster performance, live migration of apps, and more advanced big data offerings compared to its competitors, making it a compelling choice for users with diverse needs. The combination of better pricing, performance, unique features like live app migration, and advanced big data offerings positions GCP as a strong competitor in the cloud market.']}], 'duration': 1169.938, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK811190284.jpg', 'highlights': ['AWS holds 47% market share and $5.3 billion quarterly revenue, dominating the cloud market.', 'GCP offers 25% annual cost reduction compared to AWS for the same compute instance, positioning it as a cost-effective alternative.', 'GCP provides better pricing, faster performance, live migration of apps, and advanced big data offerings, making it a compelling choice for users.', 'GCP offers a wide range of services including Kubernetes, cloud functions, networking, monitoring, and big data specific services.', 'GCP provides more flexible instance configuration, allowing users to choose their CPU and RAM combination, and create custom instance types.']}, {'end': 13374.643, 'segs': [{'end': 12387.237, 'src': 'embed', 'start': 12360.603, 'weight': 3, 'content': [{'end': 12367.211, 'text': 'So the challenges which were faced here was traffic on Boxing Day caused website crash for almost 18 hours.', 'start': 12360.603, 'duration': 6.608}, {'end': 12371.096, 'text': 'And this is something which had a devastating effect on their business.', 'start': 12367.431, 'duration': 3.665}, {'end': 12374.42, 'text': 'The previous platform had no scalability option.', 'start': 12371.737, 'duration': 2.683}, {'end': 12382.531, 'text': 'What was the solution? The movement of website during the peak time was easy due to flexibility of GCP platform.', 'start': 12374.841, 'duration': 7.69}, {'end': 12387.237, 'text': 'With rapid VM deployment on Google Compute Engine.', 'start': 12382.851, 'duration': 4.386}], 'summary': 'Traffic on boxing day caused website crash for 18 hours, gcp platform allowed easy movement during peak time with rapid vm deployment.', 'duration': 26.634, 'max_score': 12360.603, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK812360603.jpg'}, {'end': 12435.299, 'src': 'embed', 'start': 12409.17, 'weight': 0, 'content': [{'end': 12418.353, 'text': "Now, what was the result of all this? The availability during peak loads was improved because of Google Compute Engine's auto-scaling feature.", 'start': 12409.17, 'duration': 9.183}, {'end': 12421.614, 'text': 'The infrastructure hosting costs were reduced by 40%.', 'start': 12418.733, 'duration': 2.881}, {'end': 12430.337, 'text': "Streamline data center usage from 5 to 3 with Google's high-quality private network really benefited Lush,", 'start': 12421.614, 'duration': 8.723}, {'end': 12435.299, 'text': 'and it provided a flexible architecture and scalability for future business growth.', 'start': 12430.337, 'duration': 4.962}], 'summary': 'Google compute engine improved peak load availability, reduced hosting costs by 40%, and streamlined data center usage from 5 to 3, benefiting lush with a flexible architecture and scalability.', 'duration': 26.129, 'max_score': 12409.17, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK812409170.jpg'}, {'end': 13056.146, 'src': 'embed', 'start': 13028.991, 'weight': 5, 'content': [{'end': 13037.053, 'text': 'To make analyzing data seamless, technology leaders like Google and Amazon are investing heavily in SaaS tools on the cloud.', 'start': 13028.991, 'duration': 8.062}, {'end': 13040.276, 'text': 'Google is a pioneer in this space.', 'start': 13038.115, 'duration': 2.161}, {'end': 13048.521, 'text': 'The Google Big Cloud Data and Machine Learning platform provides cloud databases, managed Hadoop and Spark services.', 'start': 13040.997, 'duration': 7.524}, {'end': 13056.146, 'text': 'With tools like Dataflow and Dataproc, the platform allows for highly scalable and reliable data processing.', 'start': 13049.182, 'duration': 6.964}], 'summary': 'Google and amazon invest in saas tools on cloud, google offers big cloud data platform with managed hadoop and spark services.', 'duration': 27.155, 'max_score': 13028.991, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK813028991.jpg'}, {'end': 13132.587, 'src': 'embed', 'start': 13081.224, 'weight': 4, 'content': [{'end': 13088.886, 'text': 'And healthcare and consumer goods leaders like Philips and Coca-Cola are migrating to Google Cloud for their data analytics needs.', 'start': 13081.224, 'duration': 7.662}, {'end': 13099.149, 'text': 'A Google data engineer with expertise in Google Cloud, machine learning, and BigQuery earns $102,000 per year on average.', 'start': 13089.827, 'duration': 9.322}, {'end': 13104.451, 'text': 'And the demand for Google data engineer certifications has never been higher.', 'start': 13099.89, 'duration': 4.561}, {'end': 13115.688, 'text': 'Simply Learns Google Cloud Platform, Big Data and Machine Learning Fundamentals course offers a thorough overview of the Google Cloud Platform,', 'start': 13105.672, 'duration': 10.016}, {'end': 13119.895, 'text': 'covering its data processing capabilities, with various use case studies.', 'start': 13115.688, 'duration': 4.207}, {'end': 13129.844, 'text': "it's the perfect course for data analysts, business analysts and data scientists with real world experience in querying etl,", 'start': 13120.996, 'duration': 8.848}, {'end': 13132.587, 'text': 'data modeling or machine learning.', 'start': 13129.844, 'duration': 2.743}], 'summary': 'Healthcare and consumer goods leaders migrate to google cloud. google data engineer earns $102,000/year on average.', 'duration': 51.363, 'max_score': 13081.224, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK813081224.jpg'}], 'start': 12360.603, 'title': 'Website optimization and cloud platform essentials', 'summary': "Discusses lush cosmetics' website optimization with gcp, resulting in improved availability during peak loads, 40% reduced infrastructure hosting costs, and google cloud platform essentials, such as average salary of a google data engineer at $102,000 per year and the significance in the analytics space.", 'chapters': [{'end': 12490.287, 'start': 12360.603, 'title': 'Lush cosmetics optimizes website with gcp', 'summary': 'Highlights how lush cosmetics overcame website crashes and improved scalability by migrating to google cloud platform, resulting in improved availability during peak loads, 40% reduced infrastructure hosting costs, and streamlined data center usage.', 'duration': 129.684, 'highlights': ["Lush Cosmetics achieved improved availability during peak loads due to Google Compute Engine's auto-scaling feature. The availability during peak loads was improved because of Google Compute Engine's auto-scaling feature.", 'Infrastructure hosting costs were reduced by 40% after moving to Google Cloud Platform. The infrastructure hosting costs were reduced by 40%.', "Lush streamlined data center usage from 5 to 3 by leveraging Google's high-quality private network. Streamline data center usage from 5 to 3 with Google's high-quality private network really benefited Lush.", 'The movement of website during peak time was made easy due to the flexibility of GCP platform with rapid VM deployment on Google Compute Engine. The movement of website during the peak time was easy due to flexibility of GCP platform. With rapid VM deployment on Google Compute Engine.']}, {'end': 12972.044, 'start': 12490.287, 'title': 'Setting up and configuring a web server', 'summary': 'Details how to set up and configure a web server on an ec2 instance, including selecting a machine configuration, choosing a distribution, setting up firewall rules, accessing the server, and hosting a website via apache server.', 'duration': 481.757, 'highlights': ['Setting up a web server on an EC2 instance, including machine configuration and distribution selection. Selecting a virtual CPU core, 3.75GB RAM, choosing Ubuntu 16.04 as the distribution, and selecting disk size (e.g., 20GB) with the option of SSDs or HDDs.', 'Configuring firewall rules for the EC2 instance to allow HTTP and HTTPS access. Allowing HTTP and HTTPS access for hosting website content, and customizing firewall rules for incoming and outgoing traffic.', 'Accessing and testing the hosted website on the Apache server via public IP. Accessing the Apache web server page via HTTP using the public IP, testing the default page, modifying the HTML content, and restarting the server to display the changes.']}, {'end': 13374.643, 'start': 12972.044, 'title': 'Google cloud platform essentials', 'summary': "Covers the significance of google cloud platform in the analytics space, its capabilities, demand for expertise, and the benefits of simply learn's google cloud platform fundamentals course, including the average salary of a google data engineer at $102,000 per year.", 'duration': 402.599, 'highlights': ['Google data engineer with expertise in Google Cloud, machine learning, and BigQuery earns $102,000 per year on average The average salary of a Google data engineer with expertise in Google Cloud, machine learning, and BigQuery is $102,000 per year, indicating the high demand and lucrative nature of expertise in these areas.', 'Google Big Cloud Data and Machine Learning platform provides cloud databases, managed Hadoop and Spark services The Google Big Cloud Data and Machine Learning platform offers cloud databases, managed Hadoop, and Spark services, showcasing its comprehensive data processing capabilities.', "Simply Learn's Google Cloud Platform Fundamentals course offers a thorough overview of the Google Cloud Platform, covering its data processing capabilities Simply Learn's Google Cloud Platform Fundamentals course provides an extensive overview of the Google Cloud Platform, particularly focusing on its data processing capabilities, making it suitable for data analysts, business analysts, and data scientists."]}], 'duration': 1014.04, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/-pMtwYXSFK8/pics/-pMtwYXSFK812360603.jpg', 'highlights': ["Lush Cosmetics achieved improved availability during peak loads due to Google Compute Engine's auto-scaling feature.", 'Infrastructure hosting costs were reduced by 40% after moving to Google Cloud Platform.', "Lush streamlined data center usage from 5 to 3 by leveraging Google's high-quality private network.", 'The movement of website during peak time was made easy due to the flexibility of GCP platform with rapid VM deployment on Google Compute Engine.', 'Google data engineer with expertise in Google Cloud, machine learning, and BigQuery earns $102,000 per year on average.', 'Google Big Cloud Data and Machine Learning platform provides cloud databases, managed Hadoop and Spark services.', "Simply Learn's Google Cloud Platform Fundamentals course offers a thorough overview of the Google Cloud Platform, covering its data processing capabilities."]}], 'highlights': ['GCP domains encompass services like compute, storage, networking, and IoT, offering a comprehensive understanding through hands-on demonstrations.', 'Google Cloud provides committed use discounts, allowing customers to purchase a specific amount of virtual CPU cores and memory for up to 57% discount off regular prices if they commit usage for either one or three years, catering to different customer requirements.', 'Google Cloud offers services for IoT, AI, and API platform, including cloud IoT core, cloud AI with machine learning, cloud auto ml, cloud tpu, maps platform, APG, and API analytics.', "Ferrero leveraged Google Cloud's BigQuery for hyper-fast and efficient data analysis, allowing storage and analysis of massive data sets in a reliable, fast, and affordable manner. Ability to store and analyze massive data sets, improved consumer behavior analysis, personalized marketing strategies, cost-effective media buy strategy", 'Google Cloud Platform offers better pricing, high speed and performance, live migration of apps, innovative big data and AI solutions.', 'Compute Engine offers scalable, high-performance virtual machines with access to high-performance networking infrastructure and block storage, providing configurable VMs for general purpose, compute optimized, and memory optimized workloads.', 'Google Compute Engine offers predefined machine types with configurations for every need, including instances with up to 11.5 terabytes of RAM and up to 60 virtual CPU cores, as well as custom machine types for significant savings.', 'Cloud Spanner: Managed, scalable relational database with strong consistency, multi-region deployment, and massive scalability.', 'AWS holds 47% market share and $5.3 billion quarterly revenue, dominating the cloud market.', "Lush Cosmetics achieved improved availability during peak loads due to Google Compute Engine's auto-scaling feature.", 'Infrastructure hosting costs were reduced by 40% after moving to Google Cloud Platform.']}