title
🔥Google Cloud InDepth Tutorial | Google Cloud Platform Tutorial 2022 | 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-Y4gb4Ce-I88&utm_medium=DescriptionFF&utm_source=youtube 🔥 Caltech Cloud Computing Bootcamp (US Only): https://www.simplilearn.com/cloud-computing-bootcamp-certification-course?utm_campaign=GCPFSFeb19-Y4gb4Ce-I88&utm_medium=DescriptionFF&utm_source=youtube This video by simplilearn is based on Google Cloud In-depth tutorial for 2022. This google cloud in-depth tutorial will help you learn the critical fundamentals of the cloud according to the current IT Standards. Also, the tutorial will guide you with critical skills, tips and tricks required to become a cloud expert. 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 🔥 Enroll for FREE Cloud Computing Course & Get your Completion Certificate: https://www.simplilearn.com/skillup/skillup-free-online-courses?utm_campaign=GCPFSFeb19&utm_medium=Description&utm_source=youtube ➡️ About Post Graduate Program In Cloud Computing This Post Graduate Program in Cloud Computing helps you become an expert in designing, planning, and scaling cloud implementations. Our Cloud Computing course helps you master the core skill sets required to design and deploy dynamically scalable and reliable applications on three popular cloud platform providers: Microsoft Azure, AWS, and GCP. ✅ Key Features - Caltech CTME Post Graduate Certificate - Enrolment in Simplilearn’s JobAssist - Receive up to 30 CEUs from Caltech CTME - Simplilearn's JobAssist helps you get noticed by top hiring companies - Attend Masterclasses from Caltech CTME instructors - Live virtual classes led by industry experts, hands-on projects and integrated labs - Online Convocation by Caltech CTME Program Director - 40+ Hands-On Projects and Integrated Labs - Capstone Project in 4 Domains - Caltech CTME Circle Membership ✅ Skills Covered - Cloud Provider Selection - Application Migration - Performance Testing - Cloud Workloads - Identity Access Management - Autoscaling - Disaster Recovery - Web Services and API - Cloud Migration and Deployment - Database Management - MultiCloud Deployment - Storage Services 👉 Learn More At: https://www.simplilearn.com/pgp-cloud-computing-certification-training-course?utm_campaign=GCPFSFeb19-Y4gb4Ce-I88&utm_medium=Description&utm_source=youtube 🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688

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{'title': '🔥Google Cloud InDepth Tutorial | Google Cloud Platform Tutorial 2022 | Cloud Computing | Simplilearn', 'heatmap': [], 'summary': 'Provides an in-depth tutorial on google cloud platform (gcp) covering its overview, advantages, services, and successful implementation at ferrero, along with detailed chapters on managing resources, storage, compute services, and advanced features, highlighting its benefits and industry demand.', 'chapters': [{'end': 1079.95, 'segs': [{'end': 51.482, 'src': 'embed', 'start': 20.589, 'weight': 4, 'content': [{'end': 24.51, 'text': "Google is one of the world's leading software and technology developers.", 'start': 20.589, 'duration': 3.921}, {'end': 33.393, 'text': 'Every year, Google introduces new technical discoveries and advancements that are amazing and beneficial to people all around the world.', 'start': 24.871, 'duration': 8.522}, {'end': 41.796, 'text': 'Because more individuals are using cloud, the Google Cloud Platform has experienced an increase in utilization in recent years.', 'start': 34.494, 'duration': 7.302}, {'end': 51.482, 'text': 'A variety of Google Cloud services for global consumers have been introduced in response to the high demand of computing resources.', 'start': 42.817, 'duration': 8.665}], 'summary': 'Google introduces new technical advancements annually, leading to increased utilization of google cloud platform and the introduction of various services globally.', 'duration': 30.893, 'max_score': 20.589, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8820589.jpg'}, {'end': 125.562, 'src': 'embed', 'start': 102.928, 'weight': 0, 'content': [{'end': 110.431, 'text': 'Then we will move on to GCP web hosting, And then we will understand Google machine learning with proper demonstration.', 'start': 102.928, 'duration': 7.503}, {'end': 118.937, 'text': 'And at last, we will look into the essentials of Google Cloud Platform fundamentals and how to exactly prepare for it.', 'start': 110.911, 'duration': 8.026}, {'end': 125.562, 'text': 'By the end of this video, I can assure you that all your GCP-related concepts would have been clear.', 'start': 119.878, 'duration': 5.684}], 'summary': 'Gcp web hosting, machine learning, gcp fundamentals covered for clear understanding.', 'duration': 22.634, 'max_score': 102.928, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I88102928.jpg'}, {'end': 263.654, 'src': 'embed', 'start': 231.44, 'weight': 2, 'content': [{'end': 240.833, 'text': 'we talk about storage and we also talk about different services which cloud providers make available for the users.', 'start': 231.44, 'duration': 9.393}, {'end': 249.982, 'text': 'now that allows us for automatic software integration, backup and restoring data, unlimited storage capacity,', 'start': 240.833, 'duration': 9.149}, {'end': 258.309, 'text': 'having a reliable use of different services and having a cost efficient solution.', 'start': 249.982, 'duration': 8.327}, {'end': 263.654, 'text': 'now we know that cloud computing models there are different service models.', 'start': 258.309, 'duration': 5.345}], 'summary': 'Cloud providers offer automatic integration, backup, and unlimited storage, providing reliable and cost-efficient solutions.', 'duration': 32.214, 'max_score': 231.44, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I88231440.jpg'}], 'start': 20.589, 'title': 'Google cloud platform overview, resources, advantages, and services', 'summary': 'Provides an overview of google cloud platform (gcp), discussing its increasing utilization, resources for learning gcp, and its various services. it includes a new video tutorial on gcp basics, a 7-day trial and $300 free credit for accessing resources, and highlights of gcp such as pricing options, speed, low latency network infrastructure, and tools for big data. additionally, it covers gcp services such as computing, storage, networking, big data, developer tools, identity and security, internet of things, artificial intelligence, and api platform, emphasizing its popularity and benefits in the market.', 'chapters': [{'end': 331.759, 'start': 20.589, 'title': 'Google cloud platform overview', 'summary': 'Discusses the increasing utilization of google cloud platform (gcp) due to the high demand for computing resources, introducing a new video tutorial on gcp basics, services, infrastructure, comparison with aws and azure, web hosting, machine learning, and gcp fundamentals, emphasizing the popularity and benefits of cloud computing and gcp in the market.', 'duration': 311.17, 'highlights': ['Google Cloud Platform (GCP) has experienced an increase in utilization in recent years due to the high demand for computing resources. The high demand for computing resources has led to an increase in utilization of GCP in recent years, highlighting its growing significance in the market.', 'Introduction of a new video tutorial on Google Cloud Platform (GCP) basics, services, infrastructure, comparison with AWS and Azure, web hosting, machine learning, and GCP fundamentals. A new video tutorial has been introduced to cover the basics of GCP, its services, infrastructure, comparison with competitors, web hosting, machine learning, and GCP fundamentals, catering to the increasing interest in learning about GCP.', 'Cloud computing is a way for cloud providers to provide access to different services, computing resources, memory, processing power, storage, and other services, offering automatic software integration, backup and restoring data, unlimited storage capacity, reliable use of different services, and a cost-efficient solution. Cloud computing provides access to various services and resources, including computing, memory, processing power, and storage, with benefits like automatic software integration, backup and restoring data, unlimited storage capacity, reliability, and cost efficiency.', 'Organizations can benefit from modernization using cloud computing to meet scalability and dynamic business requirements. Cloud computing offers organizations the opportunity to benefit from modernization, enabling them to meet scalability and dynamic business requirements effectively.']}, {'end': 689.964, 'start': 332.8, 'title': 'Google cloud platform resources and advantages', 'summary': 'Discusses accessing resources for learning google cloud platform, including a 7-day trial at cloudacademy.com/library/google, a $300 free credit for creating an account at cloud.google.com, and highlights of google cloud platform such as pricing options, speed, low latency network infrastructure, and tools for big data like bigquery and real-time data processing.', 'duration': 357.164, 'highlights': ['Accessing Learning Resources for Google Cloud Platform Users can access learning resources for Google Cloud Platform through a 7-day trial at cloudacademy.com/library/Google and a $300 free credit upon creating an account at cloud.google.com.', 'Pricing Options and Advantages of Google Cloud Platform Google Cloud Platform offers various pricing options, including monthly billing, preemptive machines, reserved instances, and committed use discounts of up to 57% off regular prices, providing flexibility and cost-saving advantages for customers.', 'Speed and Network Infrastructure of Google Cloud Platform Google Cloud Platform provides high-speed cable systems, diverse types of machines for computation, memory-hungry applications, and storage-intensive workloads, enhancing performance and customer satisfaction.', "Low Latency Network and Customer Satisfaction Google Cloud Platform offers a low latency network infrastructure, enabling high throughput and processing speed, leveraging the same infrastructure as Google's popular services like Google search and YouTube, leading to enhanced customer satisfaction.", 'Tools for Big Data on Google Cloud Platform Google Cloud Platform provides innovative tools for big data, including cloud warehousing with BigQuery for massive data processing at high speeds and real-time data processing tools like Dataflow, catering to organizations working on complex data.']}, {'end': 1079.95, 'start': 689.964, 'title': 'Google cloud platform services overview', 'summary': 'Explains the google cloud platform (gcp) and its various services, including computing, storage, networking, big data, developer tools, identity and security, internet of things, artificial intelligence, and api platform, with specific examples and use cases.', 'duration': 389.986, 'highlights': ['Google Cloud Platform offers various services including computing, storage, networking, big data, developer tools, identity and security, Internet of Things, artificial intelligence, and API platform. The various set of services offered by Google Cloud Platform are specific to computing requirements, storage and database, networking, big data, developer tools, identity and security, Internet of Things, artificial intelligence, and API platform.', 'Specific examples of GCP services include App Engine, Compute Engine, Kubernetes, Cloud Functions, Cloud Run, Cloud Storage, Cloud SQL, Cloud Bigtable, Cloud Spanner, Cloud Datastore, Persistent Disks, Cloud Memory Store, VPC, Cloud Load Balancing, Cloud Armor, Cloud CDN, BigQuery, Cloud Dataproc, Cloud Composer, Cloud Datalab, Cloud Dataprep, Cloud PubSub, Cloud Data Studio, Cloud SDK, Deployment Manager, Cloud Source Repositories, Cloud Test Lab, Cloud Identity, Identity and access management (IAM), Cloud IoT Core, Edge TPU, Cloud IoT, Cloud AutoML, Cloud TPU, Cloud Machine Learning Engine, Job Discovery, Dialogflow, Enterprise Natural Language, Cloud Text-to-Speech, Maps Platform, APG, API platform monetization, Developer Portal Analytics, APG Sense, Cloud Endpoints, Service Infrastructure. Specific examples of GCP services include various offerings such as App Engine, Compute Engine, Kubernetes, Cloud Functions, Cloud Run, Cloud Storage, Cloud SQL, Cloud Bigtable, Cloud Spanner, Cloud Datastore, Persistent Disks, Cloud Memory Store, VPC, Cloud Load Balancing, Cloud Armor, Cloud CDN, BigQuery, Cloud Dataproc, Cloud Composer, Cloud Datalab, Cloud Dataprep, Cloud PubSub, Cloud Data Studio, Cloud SDK, Deployment Manager, Cloud Source Repositories, Cloud Test Lab, Cloud Identity, Identity and access management (IAM), Cloud IoT Core, Edge TPU, Cloud IoT, Cloud AutoML, Cloud TPU, Cloud Machine Learning Engine, Job Discovery, Dialogflow, Enterprise Natural Language, Cloud Text-to-Speech, Maps Platform, APG, API platform monetization, Developer Portal Analytics, APG Sense, Cloud Endpoints, Service Infrastructure.', 'Ferrero, a renowned chocolate and confectionery producer, is used as a case study to illustrate the real-world use of Google Cloud Platform. The case study of Ferrero, a prominent chocolate and confectionery producer, is presented to demonstrate the practical application of Google Cloud Platform in a real-world scenario.']}], 'duration': 1059.361, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8820589.jpg', 'highlights': ['Google Cloud Platform (GCP) has experienced an increase in utilization due to high demand for computing resources, highlighting its growing significance in the market.', 'Introduction of a new video tutorial on GCP basics, services, infrastructure, comparison with competitors, web hosting, machine learning, and GCP fundamentals, catering to the increasing interest in learning about GCP.', 'Cloud computing provides access to various services and resources, including computing, memory, processing power, and storage, with benefits like automatic software integration, backup and restoring data, unlimited storage capacity, reliability, and cost efficiency.', 'Organizations can benefit from modernization using cloud computing to meet scalability and dynamic business requirements.', 'Users can access learning resources for Google Cloud Platform through a 7-day trial at cloudacademy.com/library/Google and a $300 free credit upon creating an account at cloud.google.com.', 'Google Cloud Platform offers various pricing options, including monthly billing, preemptive machines, reserved instances, and committed use discounts of up to 57% off regular prices, providing flexibility and cost-saving advantages for customers.', 'Google Cloud Platform provides high-speed cable systems, diverse types of machines for computation, memory-hungry applications, and storage-intensive workloads, enhancing performance and customer satisfaction.', "Google Cloud Platform offers a low latency network infrastructure, enabling high throughput and processing speed, leveraging the same infrastructure as Google's popular services like Google search and YouTube, leading to enhanced customer satisfaction.", 'Google Cloud Platform provides innovative tools for big data, including cloud warehousing with BigQuery for massive data processing at high speeds and real-time data processing tools like Dataflow, catering to organizations working on complex data.', 'Google Cloud Platform offers various services specific to computing requirements, storage and database, networking, big data, developer tools, identity and security, Internet of Things, artificial intelligence, and API platform.', 'Specific examples of GCP services include various offerings such as App Engine, Compute Engine, Kubernetes, Cloud Functions, Cloud Run, Cloud Storage, Cloud SQL, Cloud Bigtable, Cloud Spanner, Cloud Datastore, Persistent Disks, Cloud Memory Store, VPC, Cloud Load Balancing, Cloud Armor, Cloud CDN, BigQuery, Cloud Dataproc, Cloud Composer, Cloud Datalab, Cloud Dataprep, Cloud PubSub, Cloud Data Studio, Cloud SDK, Deployment Manager, Cloud Source Repositories, Cloud Test Lab, Cloud Identity, Identity and access management (IAM), Cloud IoT Core, Edge TPU, Cloud IoT, Cloud AutoML, Cloud TPU, Cloud Machine Learning Engine, Job Discovery, Dialogflow, Enterprise Natural Language, Cloud Text-to-Speech, Maps Platform, APG, API platform monetization, Developer Portal Analytics, APG Sense, Cloud Endpoints, Service Infrastructure.', 'The case study of Ferrero, a prominent chocolate and confectionery producer, is presented to demonstrate the practical application of Google Cloud Platform in a real-world scenario.']}, {'end': 2162.787, 'segs': [{'end': 1152.034, 'src': 'embed', 'start': 1104.833, 'weight': 5, 'content': [{'end': 1114.138, 'text': 'and also looking at your platforms which support different dynamic applications or your scalability requirements, performance requirements, and so on.', 'start': 1104.833, 'duration': 9.305}, {'end': 1121.582, 'text': 'So it needed data storage, processing, and analysis system for a wide customer database.', 'start': 1114.858, 'duration': 6.724}, {'end': 1129.92, 'text': 'There was a huge gap between the company and the people who bought its goods because the company relied on data given sales outlets.', 'start': 1122.557, 'duration': 7.363}, {'end': 1131.301, 'text': "Now that's one of the challenge.", 'start': 1130.06, 'duration': 1.241}, {'end': 1144.247, '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': 1131.881, 'duration': 12.366}, {'end': 1152.034, 'text': 'What was the solution here? So one of the service of cloud platforms or Google Cloud Platform is BigQuery.', 'start': 1144.929, 'duration': 7.105}], 'summary': "Ferrero needed a data storage, processing, and analysis system for its wide customer database, leading to the adoption of google cloud platform's bigquery for creating a digital ecosystem.", 'duration': 47.201, 'max_score': 1104.833, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I881104833.jpg'}, {'end': 1208.969, 'src': 'embed', 'start': 1181.166, 'weight': 11, 'content': [{'end': 1186.668, 'text': 'And for data, up to one terabytes, you would not be charged anything.', 'start': 1181.166, 'duration': 5.502}, {'end': 1196.779, 'text': "And if you would be, accessing the data, that is reading the data or processing the data from BigQuery, that's where the pricing model kicks in.", 'start': 1187.308, 'duration': 9.471}, {'end': 1207.528, 'text': "Now, using Google Cloud's BigQuery, business analysts of Federo were able to store and analyze massive data sets in a very reliable,", 'start': 1197.96, 'duration': 9.568}, {'end': 1208.969, 'text': 'fast and affordable manner.', 'start': 1207.528, 'duration': 1.441}], 'summary': "Using google cloud's bigquery, federo analysts accessed up to 1tb data for free and analyzed it reliably, quickly, and affordably.", 'duration': 27.803, 'max_score': 1181.166, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I881181166.jpg'}, {'end': 2020.974, 'src': 'embed', 'start': 1993.834, 'weight': 0, 'content': [{'end': 1998.819, 'text': 'and again I have been working with some instances and creating some firewall rules.', 'start': 1993.834, 'duration': 4.985}, {'end': 2002.382, 'text': 'here i have granted some permissions.', 'start': 1999.44, 'duration': 2.942}, {'end': 2004.604, 'text': 'i am setting up a policy right,', 'start': 2002.382, 'duration': 2.222}, {'end': 2014.171, 'text': 'so this activity gives me a history of what things i have done over the past couple of months while working on google cloud platform.', 'start': 2004.604, 'duration': 9.567}, {'end': 2020.974, 'text': 'now, On the top left corner, you have the hamburger menu, which you can click on this.', 'start': 2014.171, 'duration': 6.803}], 'summary': 'Working on google cloud platform, creating firewall rules and setting up policies, with a history of activities over the past couple of months.', 'duration': 27.14, 'max_score': 1993.834, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I881993834.jpg'}, {'end': 2106.183, 'src': 'embed', 'start': 2072.317, 'weight': 10, 'content': [{'end': 2074.879, 'text': 'You have logging, monitoring.', 'start': 2072.317, 'duration': 2.562}, {'end': 2076.94, 'text': 'You have Resource Manager API.', 'start': 2075.259, 'duration': 1.681}, {'end': 2081.764, 'text': 'You have Cloud SQL, which allows you to directly use MySQL or Postgres.', 'start': 2076.981, 'duration': 4.783}, {'end': 2085.788, 'text': 'You have Cloud Storage, right? And so many APIs.', 'start': 2082.245, 'duration': 3.543}, {'end': 2093.054, 'text': "So if I would want to enable a particular API which is not right now required but then it's good to know,", 'start': 2086.409, 'duration': 6.645}, {'end': 2096.775, 'text': 'you can always click on this one you can search for an api.', 'start': 2093.054, 'duration': 3.721}, {'end': 2097.637, 'text': 'so, for example,', 'start': 2096.775, 'duration': 0.862}, {'end': 2106.183, 'text': 'if i would say data proc right and that shows me the cloud data proc api which manages hadoop based clusters and jobs on google cloud platform.', 'start': 2097.637, 'duration': 8.546}], 'summary': 'Google cloud offers various services like cloud sql, cloud storage, and data proc api for managing clusters and jobs.', 'duration': 33.866, 'max_score': 2072.317, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I882072317.jpg'}, {'end': 2170.07, 'src': 'embed', 'start': 2140.145, 'weight': 2, 'content': [{'end': 2143.508, 'text': 'for which you can see the usage of your different APIs.', 'start': 2140.145, 'duration': 3.363}, {'end': 2146.852, 'text': 'Now going back to the menu, you have support.', 'start': 2144.289, 'duration': 2.563}, {'end': 2154.184, 'text': 'wherein you can always reach out to the Google support team if you are using a paid version.', 'start': 2147.622, 'duration': 6.562}, {'end': 2158.286, 'text': 'Even with free trial, you can try to reach out and you will find someone to help.', 'start': 2154.444, 'duration': 3.842}, {'end': 2162.787, 'text': 'but it is always good when you have a billing cycle, reaching out the customer care.', 'start': 2158.286, 'duration': 4.501}, {'end': 2170.07, 'text': "You have identity access management and admin and this is required when you're working with different APIs or services.", 'start': 2163.368, 'duration': 6.702}], 'summary': 'Google cloud offers support for paid and trial users, including identity access management and admin for working with apis and services.', 'duration': 29.925, 'max_score': 2140.145, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I882140145.jpg'}], 'start': 1080.531, 'title': "Ferrero's data analysis solution", 'summary': "Discusses how ferrero implemented google cloud's bigquery, resulting in the ability to store and analyze massive data sets, personalized marketing strategies, and a cost-effective media buy strategy, along with an overview of google cloud services and pricing details.", 'chapters': [{'end': 1267.111, 'start': 1080.531, 'title': "Ferrero's data analysis solution", 'summary': "Discusses how ferrero overcame data analysis challenges by implementing google cloud's bigquery, resulting in the ability to store and analyze massive data sets, personalized marketing strategies, and a cost-effective media buy strategy.", 'duration': 186.58, 'highlights': ["Ferrero implemented Google Cloud's BigQuery for hyper-fast and efficient data analysis, allowing storage of structured data without paying for up to one terabyte, resulting in reliable, fast, and affordable data analysis.", "The use of Google Cloud's BigQuery enabled Ferrero to store and analyze massive data sets, leading to easy building and automation of consumer behavior and sales pattern data reports, and adoption of advertising across various marketing channels.", 'Ferrero was able to personalize its marketing strategies and divide its database into real-time, actionable consumer clusters to generate more accurate user profiles, resulting in a cost-effective media buy strategy and tailored website mobile content and advertising.', 'The challenges faced by Ferrero included issues related to the volume, speed, and variety of data as the business grew, leading to a gap between the company and its customers, which was resolved by creating a digital ecosystem and implementing an innovative data-driven marketing strategy.']}, {'end': 1613.584, 'start': 1267.111, 'title': 'Google cloud services overview', 'summary': 'Provides an overview of google cloud services, including quick starts, documentation, featured products, and platform accelerators, offering a variety of solutions for infrastructure modernization and detailed guides for working with different instances.', 'duration': 346.473, 'highlights': ['Google Cloud offers various services accessible in the free trial account, including quick starts, documentation, certifications, and Cloud Minute. The free trial account provides access to services such as quick starts, documentation, trainings, certifications, and Cloud Minute.', 'The documentation provides detailed information on creating Linux virtual machines, storing and sharing files, deploying container images, and accessing different use cases and solutions. The documentation offers detailed information on creating Linux virtual machines, file storage and sharing, deploying container images, and accessing various use cases and solutions.', "Google Cloud's featured products cover architecture, database, enterprise level, big data and analysis, gaming, and internet of things, along with important products such as Compute Engine, Cloud Run, Anthos, Vision AI, and Cloud Storage. The featured products cover a wide range of categories including architecture, database, enterprise level, big data, gaming, and internet of things, featuring products like Compute Engine, Cloud Run, Anthos, Vision AI, and Cloud Storage.", 'Google Cloud offers services like Cloud SQL for MySQL, Postgres, and other SQL Server databases, BigQuery for structured data storage, and various AI and machine learning products including AutoML, Vision AI, Video AI, text-to-speech, and speech-to-text. Google Cloud provides services like Cloud SQL for MySQL, Postgres, and other SQL Server databases, BigQuery for structured data storage, and a range of AI and machine learning products including AutoML, Vision AI, Video AI, text-to-speech, and speech-to-text.', 'The platform provides detailed guides, documentation, and pricing options for services like Compute Engine, focusing on quick starts, working with VM instances, storage, and persistent disks. The platform offers detailed guides, documentation, and pricing options for services like Compute Engine, emphasizing quick starts, working with VM instances, storage, and persistent disks.']}, {'end': 2162.787, 'start': 1613.604, 'title': 'Google cloud pricing overview', 'summary': 'Provides an overview of google cloud pricing, including details on various services, machine types, discounts, and billing information, with specific examples and instructions, and emphasizes the importance of exploring the link for technical options and creating a free account.', 'duration': 549.183, 'highlights': ['The chapter provides an overview of Google Cloud pricing, including details on various services, machine types, discounts, and billing information It covers different services such as compute engine, networking, sole tenant nodes, GPU-based pricing, disk and image pricing, and machine types, along with instructions on choosing a region, understanding billing modules, instance uptime, and resource-based pricing.', 'Emphasizes the importance of exploring the link for technical options and creating a free account Encourages exploration of the provided link for technical options and creating a free account on Gmail or cloud.google.com, highlighting the availability of a free trial account with a $300 credit and specific details about the remaining credit and account duration.', 'Specific examples and instructions on choosing a region, understanding billing modules, instance uptime, and resource-based pricing Provides specific examples of VM instance pricing, billing modules, instance uptime, resource-based pricing, and different kinds of discounts such as sustained use discounts, committed use discounts, and discounts for preemptible VM instances.']}], 'duration': 1082.256, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I881080531.jpg', 'highlights': ["Ferrero implemented Google Cloud's BigQuery for hyper-fast and efficient data analysis, allowing storage of structured data without paying for up to one terabyte, resulting in reliable, fast, and affordable data analysis.", "The use of Google Cloud's BigQuery enabled Ferrero to store and analyze massive data sets, leading to easy building and automation of consumer behavior and sales pattern data reports, and adoption of advertising across various marketing channels.", 'Ferrero was able to personalize its marketing strategies and divide its database into real-time, actionable consumer clusters to generate more accurate user profiles, resulting in a cost-effective media buy strategy and tailored website mobile content and advertising.', 'The challenges faced by Ferrero included issues related to the volume, speed, and variety of data as the business grew, leading to a gap between the company and its customers, which was resolved by creating a digital ecosystem and implementing an innovative data-driven marketing strategy.', 'Google Cloud offers various services accessible in the free trial account, including quick starts, documentation, certifications, and Cloud Minute.', 'The documentation provides detailed information on creating Linux virtual machines, storing and sharing files, deploying container images, and accessing different use cases and solutions.', "Google Cloud's featured products cover architecture, database, enterprise level, big data and analysis, gaming, and internet of things, along with important products such as Compute Engine, Cloud Run, Anthos, Vision AI, and Cloud Storage.", 'Google Cloud offers services like Cloud SQL for MySQL, Postgres, and other SQL Server databases, BigQuery for structured data storage, and various AI and machine learning products including AutoML, Vision AI, Video AI, text-to-speech, and speech-to-text.', 'The platform provides detailed guides, documentation, and pricing options for services like Compute Engine, focusing on quick starts, working with VM instances, storage, and persistent disks.', 'The chapter provides an overview of Google Cloud pricing, including details on various services, machine types, discounts, and billing information It covers different services such as compute engine, networking, sole tenant nodes, GPU-based pricing, disk and image pricing, and machine types, along with instructions on choosing a region, understanding billing modules, instance uptime, and resource-based pricing.', 'Emphasizes the importance of exploring the link for technical options and creating a free account Encourages exploration of the provided link for technical options and creating a free account on Gmail or cloud.google.com, highlighting the availability of a free trial account with a $300 credit and specific details about the remaining credit and account duration.', 'Specific examples and instructions on choosing a region, understanding billing modules, instance uptime, and resource-based pricing Provides specific examples of VM instance pricing, billing modules, instance uptime, resource-based pricing, and different kinds of discounts such as sustained use discounts, committed use discounts, and discounts for preemptible VM instances.']}, {'end': 3019.222, 'segs': [{'end': 2780.782, 'src': 'embed', 'start': 2752.608, 'weight': 4, 'content': [{'end': 2759.151, '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': 2752.608, 'duration': 6.543}, {'end': 2766.835, 'text': 'So when you click on your dropdown from the top left and choose Compute Engine, so it brings you to this page.', 'start': 2759.471, 'duration': 7.364}, {'end': 2768.476, 'text': 'So I can show that again.', 'start': 2767.195, 'duration': 1.281}, {'end': 2775.019, 'text': 'So you can click on Compute Engine, click on VM Instances, and that basically brings you to this page.', 'start': 2768.716, 'duration': 6.303}, {'end': 2780.782, 'text': "Now here, it tells you Compute Engine lets you use virtual machines that run on Google's infrastructure.", 'start': 2775.519, 'duration': 5.263}], 'summary': "Options for creating virtual machine instances in compute engine on google's infrastructure are discussed.", 'duration': 28.174, 'max_score': 2752.608, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I882752608.jpg'}, {'end': 2889.548, 'src': 'embed', 'start': 2823.618, 'weight': 0, 'content': [{'end': 2831.003, 'text': 'Now remember if you have your cloud console and if you have created your free trial account, it will allow you to do these things.', 'start': 2823.618, 'duration': 7.385}, {'end': 2836.286, 'text': 'If not, you may have to go back to the billing section and see if the billing is enabled,', 'start': 2831.443, 'duration': 4.843}, {'end': 2842.13, 'text': 'which also means that when you are creating your Google cloud account, it will ask you to key in your credit card details,', 'start': 2836.286, 'duration': 5.844}, {'end': 2849.715, 'text': 'but they do not charge anything, or they might charge might be $1 or one rupee, depending on your location.', 'start': 2842.13, 'duration': 7.585}, {'end': 2853.037, 'text': "And that's also refunded, but that's just to verify your card.", 'start': 2850.256, 'duration': 2.781}, {'end': 2856.878, 'text': "Now, once I've given the name, I can choose a region.", 'start': 2853.437, 'duration': 3.441}, {'end': 2859.439, 'text': 'So I would basically choose Europe.', 'start': 2857.298, 'duration': 2.141}, {'end': 2862.719, 'text': "Since I'm in Europe, I would be clicking on Europe West 3.", 'start': 2859.479, 'duration': 3.24}, {'end': 2865.94, 'text': 'And here I can choose an availability zone.', 'start': 2862.719, 'duration': 3.221}, {'end': 2874.443, 'text': 'Availability zone is basically to make your services or instances or any other resources highly available.', 'start': 2866.22, 'duration': 8.223}, {'end': 2877.324, 'text': 'So you can choose one of the availability zones.', 'start': 2875.023, 'duration': 2.301}, {'end': 2879.622, 'text': 'Now I would choose, say, West 3.', 'start': 2877.524, 'duration': 2.098}, {'end': 2883.805, 'text': 'Now this one we can scroll down and here it says machine configurations.', 'start': 2879.622, 'duration': 4.183}, {'end': 2885.546, 'text': 'You have general purpose machines.', 'start': 2883.845, 'duration': 1.701}, {'end': 2889.548, 'text': 'You have memory optimized machines, which is M1 series,', 'start': 2885.606, 'duration': 3.942}], 'summary': 'To use google cloud, create a free trial account, enable billing, and choose a region and availability zone for high availability of resources. they may charge $1 or one rupee for card verification.', 'duration': 65.93, 'max_score': 2823.618, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I882823618.jpg'}, {'end': 3022.784, 'src': 'embed', 'start': 2993.268, 'weight': 3, 'content': [{'end': 2995.829, 'text': "So let's go for Ubuntu 18.04.", 'start': 2993.268, 'duration': 2.561}, {'end': 2997.53, 'text': 'You can go for the latest one also.', 'start': 2995.829, 'duration': 1.701}, {'end': 2999.851, 'text': '18.04 would be good enough.', 'start': 2997.55, 'duration': 2.301}, {'end': 3003.093, 'text': 'And here it tells me what is a boot disk.', 'start': 3000.552, 'duration': 2.541}, {'end': 3006.535, 'text': 'So you have SSDs or you have standard persistent disks.', 'start': 3003.353, 'duration': 3.182}, {'end': 3013.018, 'text': 'Now SSDs are little expensive in comparison to your standard persistent disks or your SDDs.', 'start': 3006.935, 'duration': 6.083}, {'end': 3015.14, 'text': 'But then SSDs are faster.', 'start': 3013.479, 'duration': 1.661}, {'end': 3019.222, 'text': 'So as of now, we can choose standard persistent disk as it is.', 'start': 3015.62, 'duration': 3.602}, {'end': 3022.784, 'text': 'and we can let the gigabyte be 10.', 'start': 3019.842, 'duration': 2.942}], 'summary': 'Recommend ubuntu 18.04, choose standard persistent disk over ssd, set gigabyte to 10', 'duration': 29.516, 'max_score': 2993.268, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I882993268.jpg'}], 'start': 2163.368, 'title': 'Google cloud platform', 'summary': 'Provides an overview of google cloud platform, focusing on its identity access management, key services such as compute engine, bigtable, vpc, and tools like cloud build and deployment manager. it also covers setting up vm instances in the gcp console for beginners.', 'chapters': [{'end': 2480.855, 'start': 2163.368, 'title': 'Google cloud platform overview', 'summary': 'Provides an overview of google cloud platform, detailing its identity access management, key services like compute engine, bigtable, vpc, and tools like cloud build and deployment manager, and the use of cloud shell for command-line access and console for beginners.', 'duration': 317.487, 'highlights': ['The chapter provides an overview of Google Cloud Platform, detailing its identity access management, key services like Compute Engine, Bigtable, VPC, and tools like Cloud Build and deployment manager. The transcript covers various aspects of Google Cloud Platform, including identity access management, key services like Compute Engine, Bigtable, VPC, and tools like Cloud Build and deployment manager.', 'The chapter also explains the use of Cloud Shell for command-line access and console for beginners. It emphasizes using the console for beginners and gradually transitioning to Cloud Shell for command-line access as users gain experience.', 'The chapter emphasizes the use of console for beginners and the gradual transition to Cloud Shell for command-line access as users gain experience. It recommends using the console for beginners and transitioning to Cloud Shell for command-line access as users become more experienced with the platform.', 'It covers various services such as Anthos, App Engine, Compute Engine, Kubernetes, Cloud Functions, Cloud Run, Bigtable, Datastore, Firestore, Filestore, SQL, Spanner, memory store, data transfer, VPC, hybrid connectivity, Dataproc, PubSub, Dataflow, IoT Core, BigQuery, and artificial intelligence-related services. The transcript details a wide range of services offered by Google Cloud Platform, including Anthos, App Engine, Compute Engine, Kubernetes, Cloud Functions, Cloud Run, Bigtable, Datastore, Firestore, Filestore, SQL, Spanner, memory store, data transfer, VPC, hybrid connectivity, Dataproc, PubSub, Dataflow, IoT Core, BigQuery, and artificial intelligence-related services.', 'It explains the process of activating and using Cloud Shell for command-line access and finding documentation on the platform. It provides guidance on activating and using Cloud Shell for command-line access, as well as finding relevant documentation on the platform.']}, {'end': 3019.222, 'start': 2480.855, 'title': 'Setting up google cloud instances', 'summary': 'Covers creating and configuring instances on google cloud platform using compute engine, including options for machine configurations and storage, with a demonstration of setting up vm instances in the gcp console.', 'duration': 538.367, 'highlights': ['You can create instances on Google Cloud Platform using the Compute Engine service and configure machine types, storage options, and networking. The chapter discusses the process of creating instances on Google Cloud Platform using the Compute Engine service, including machine configurations, storage options, and networking, offering flexibility in customizing the instances to meet specific requirements.', 'Compute Engine instances can run public images for Linux or Windows servers, use custom images, or deploy Docker containers, providing various options for application deployment. The transcript details the flexibility of Compute Engine instances to run public images for Linux or Windows servers, utilize custom images, or deploy Docker containers, allowing for diverse options in application deployment on the Google Cloud Platform.', 'Instances belong to a Google Cloud console project and can have small boot persistent disks, with the option to add more storage space as needed. The discussion emphasizes that instances belong to a Google Cloud console project and are equipped with small boot persistent disks, with the capability to expand storage space based on requirements.']}], 'duration': 855.854, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I882163368.jpg', 'highlights': ['The chapter provides an overview of Google Cloud Platform, detailing its identity access management, key services like Compute Engine, Bigtable, VPC, and tools like Cloud Build and deployment manager.', 'It covers various services such as Anthos, App Engine, Compute Engine, Kubernetes, Cloud Functions, Cloud Run, Bigtable, Datastore, Firestore, Filestore, SQL, Spanner, memory store, data transfer, VPC, hybrid connectivity, Dataproc, PubSub, Dataflow, IoT Core, BigQuery, and artificial intelligence-related services.', 'You can create instances on Google Cloud Platform using the Compute Engine service and configure machine types, storage options, and networking.', 'Compute Engine instances can run public images for Linux or Windows servers, use custom images, or deploy Docker containers, providing various options for application deployment.', 'Instances belong to a Google Cloud console project and can have small boot persistent disks, with the option to add more storage space as needed.']}, {'end': 3668.702, 'segs': [{'end': 3092.951, 'src': 'embed', 'start': 3047.498, 'weight': 1, 'content': [{'end': 3054.725, 'text': 'also, we will also say allow http traffic and we can also choose allow HTTPS traffic.', 'start': 3047.498, 'duration': 7.227}, {'end': 3061.501, 'text': 'that basically allows me to access this machine or services which are HTTP based accessible from this machine.', 'start': 3054.725, 'duration': 6.776}, {'end': 3063.703, 'text': 'now i can just click on create.', 'start': 3061.501, 'duration': 2.202}, {'end': 3068.467, 'text': 'however, it would be good to basically enable connectivity to this machine now.', 'start': 3063.703, 'duration': 4.764}, {'end': 3070.409, 'text': 'we can do that in different ways.', 'start': 3068.467, 'duration': 1.942}, {'end': 3078.736, 'text': 'one is, when you bring up your machine, it will have an ssh access which you can log in from the cloud platform here itself.', 'start': 3070.409, 'duration': 8.327}, {'end': 3086.103, 'text': 'or what you can do is you can create a private and a public key using some softwares like putty or puttygen.', 'start': 3078.736, 'duration': 7.367}, {'end': 3090.811, 'text': 'so, for example, if you do not have that on your machine, you can download.', 'start': 3086.57, 'duration': 4.241}, {'end': 3092.951, 'text': 'you can just type in download putty.', 'start': 3090.811, 'duration': 2.14}], 'summary': 'Allowing http and https traffic enables access to http-based services from the machine. ssh access and public/private keys can also be used for connectivity.', 'duration': 45.453, 'max_score': 3047.498, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I883047498.jpg'}, {'end': 3203.08, 'src': 'embed', 'start': 3174.472, 'weight': 0, 'content': [{'end': 3176.474, 'text': 'And that will be getting saved in a .', 'start': 3174.472, 'duration': 2.002}, {'end': 3177.716, 'text': 'ppk file.', 'start': 3176.474, 'duration': 1.242}, {'end': 3179.238, 'text': "So let's save it.", 'start': 3178.257, 'duration': 0.981}, {'end': 3180.474, 'text': "and that's done.", 'start': 3179.654, 'duration': 0.82}, {'end': 3183.935, 'text': 'so we also have our public key and we have saved our private key.', 'start': 3180.474, 'duration': 3.461}, {'end': 3192.457, 'text': 'now we know that when you would want to connect using ssh, you need your private keys to the client, and public key also has to be existing.', 'start': 3183.935, 'duration': 8.522}, {'end': 3194.638, 'text': "so let's take this public key.", 'start': 3192.457, 'duration': 2.181}, {'end': 3196.218, 'text': "so let's do a control a.", 'start': 3194.638, 'duration': 1.58}, {'end': 3203.08, 'text': "i'm going to copy this and i'm going to come back to my google cloud console and here you can click on security.", 'start': 3196.218, 'duration': 6.862}], 'summary': 'Saved private key in .ppk file for ssh connection to google cloud console.', 'duration': 28.608, 'max_score': 3174.472, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I883174472.jpg'}, {'end': 3305.272, 'src': 'embed', 'start': 3262.65, 'weight': 2, 'content': [{'end': 3268.816, 'text': 'So we can easily connect to our instance, the Ubuntu 18 instance, which I just set up here.', 'start': 3262.65, 'duration': 6.166}, {'end': 3271.018, 'text': 'easily in couple of seconds.', 'start': 3269.236, 'duration': 1.782}, {'end': 3275.322, 'text': 'Now this is trying to establish a connection using your SSH keys.', 'start': 3271.518, 'duration': 3.804}, {'end': 3280.052, 'text': 'And when you do that, it also basically brings up this web browser.', 'start': 3276.129, 'duration': 3.923}, {'end': 3281.133, 'text': "So I'm already connected.", 'start': 3280.092, 'duration': 1.041}, {'end': 3285.536, 'text': 'It shows my username, which is my cloud account username.', 'start': 3281.593, 'duration': 3.943}, {'end': 3289.7, 'text': 'And I have been connected to this machine here using SSH.', 'start': 3285.997, 'duration': 3.703}, {'end': 3291.901, 'text': 'It did not ask me for any password.', 'start': 3289.78, 'duration': 2.121}, {'end': 3302.65, 'text': 'And basically now I can just check what do I have in my Linux file system, right? And I can anytime log in as root by doing a sudo su.', 'start': 3292.502, 'duration': 10.148}, {'end': 3305.272, 'text': "For example, let's try installing a package.", 'start': 3302.95, 'duration': 2.322}], 'summary': 'Successfully connected to ubuntu 18 instance using ssh keys, accessed linux file system without password, and installed a package.', 'duration': 42.622, 'max_score': 3262.65, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I883262650.jpg'}, {'end': 3428.619, 'src': 'embed', 'start': 3402.653, 'weight': 3, 'content': [{'end': 3408.898, 'text': "is it reservation specific, what is the CPU platform, what's the zone and all the other details.", 'start': 3402.653, 'duration': 6.245}, {'end': 3416.696, 'text': 'At any point of time if you would want to edit you can always click on edit and you can change the details as you need.', 'start': 3409.879, 'duration': 6.817}, {'end': 3423.478, 'text': 'Now you can also look at the equivalent REST command to basically use the REST API to connect to this instance.', 'start': 3417.076, 'duration': 6.402}, {'end': 3428.619, 'text': 'For now, I have copied the public IP and I would want to connect it using Putty.', 'start': 3423.578, 'duration': 5.041}], 'summary': 'Discussion on editing details, using rest api, and connecting via putty.', 'duration': 25.966, 'max_score': 3402.653, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I883402653.jpg'}, {'end': 3598.433, 'src': 'embed', 'start': 3575.339, 'weight': 6, 'content': [{'end': 3582.378, 'text': 'which basically allows to connect to this machine from an external network or for this machine to connect to an external network.', 'start': 3575.339, 'duration': 7.039}, {'end': 3591.73, 'text': "So here we have different firewall rules, which shows default allow HTTP that's your ingress rule and it tells you apply to all.", 'start': 3582.867, 'duration': 8.863}, {'end': 3596.852, 'text': 'it shows me what are the IP ranges where I can specifically give the IP of my machine.', 'start': 3591.73, 'duration': 5.122}, {'end': 3598.433, 'text': 'it shows the protocols.', 'start': 3596.852, 'duration': 1.581}], 'summary': 'Firewall rules for external network connectivity include default allow http ingress rule and specific ip ranges for machine access.', 'duration': 23.094, 'max_score': 3575.339, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I883575339.jpg'}], 'start': 3019.842, 'title': 'Google cloud instance configuration and ssh connection', 'summary': 'Discusses configuring a google cloud instance with specific gigabyte size, access scopes, and traffic permissions. it also covers connecting to a vm instance using ssh, including key creation, firewall management, and available storage space.', 'chapters': [{'end': 3070.409, 'start': 3019.842, 'title': 'Configuring google cloud instance', 'summary': 'Discusses configuring a google cloud instance, specifying the gigabyte size, access scopes, and traffic permissions, allowing for flexibility and scalability based on requirements.', 'duration': 50.567, 'highlights': ['Configuring the gigabyte size of the instance, allowing for scalability and future disk additions.', 'Specifying access scopes and permissions, enabling flexible management for each API or full access to all cloud APIs.', 'Setting up HTTP and HTTPS traffic permissions for accessing HTTP-based services from the machine.']}, {'end': 3668.702, 'start': 3070.409, 'title': 'Connecting to vm instance using ssh', 'summary': 'Discusses the process of connecting to a vm instance using ssh, including creating and using private and public keys, connecting from both the cloud console and an external client, and managing firewall rules, in addition to demonstrating the storage space available on the instance.', 'duration': 598.293, 'highlights': ['The process of creating private and public keys using PuttyGen is detailed, including generating the keys and saving the private key in a .ppk file for later usage. The detailed process of creating private and public keys using PuttyGen is explained, demonstrating the generation and saving of the private key in a .ppk file.', 'The steps for connecting to a VM instance using SSH from the Google Cloud console, including adding the public key and establishing the connection, are outlined. The detailed steps for connecting to a VM instance using SSH from the Google Cloud console, including adding the public key and establishing the connection, are provided.', 'The demonstration of connecting to the VM instance using an external SSH client, Putty, is described, highlighting the process of configuring the client and resolving potential authentication issues. The demonstration of connecting to the VM instance using an external SSH client, Putty, is described, including the configuration process and resolution of potential authentication issues.', 'The management of firewall rules in the network domain, including creating new firewall rules and specifying traffic direction and IP ranges, is explained. The management of firewall rules in the network domain is explained, including the process of creating new firewall rules and specifying traffic direction and IP ranges.', 'The demonstration of checking the available storage space on the VM instance, including the allocated disk space and available capacity, is provided. The demonstration of checking the available storage space on the VM instance, including the allocated disk space and available capacity, is detailed.']}], 'duration': 648.86, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I883019842.jpg', 'highlights': ['Configuring the gigabyte size of the instance, allowing for scalability and future disk additions.', 'Specifying access scopes and permissions, enabling flexible management for each API or full access to all cloud APIs.', 'Setting up HTTP and HTTPS traffic permissions for accessing HTTP-based services from the machine.', 'The process of creating private and public keys using PuttyGen is detailed, including generating the keys and saving the private key in a .ppk file for later usage.', 'The steps for connecting to a VM instance using SSH from the Google Cloud console, including adding the public key and establishing the connection, are outlined.', 'The demonstration of connecting to the VM instance using an external SSH client, Putty, is described, highlighting the process of configuring the client and resolving potential authentication issues.', 'The management of firewall rules in the network domain, including creating new firewall rules and specifying traffic direction and IP ranges, is explained.', 'The demonstration of checking the available storage space on the VM instance, including the allocated disk space and available capacity, is provided.']}, {'end': 4965.214, 'segs': [{'end': 3720.675, 'src': 'embed', 'start': 3693.775, 'weight': 0, 'content': [{'end': 3701.021, 'text': 'you can then go into firewall rules, create a firewall rule, apply that to your instance and restart your instance.', 'start': 3693.775, 'duration': 7.246}, {'end': 3709.848, 'text': "so as of now we don't need to create any network details here, because my ingress or egress rules are already available right now.", 'start': 3701.021, 'duration': 8.827}, {'end': 3716.513, 'text': 'i can basically then have my instance stopped and removed, so i can just do a stop.', 'start': 3709.848, 'duration': 6.665}, {'end': 3720.675, 'text': 'or, since this is running, the ideal way would be to do a stop.', 'start': 3716.513, 'duration': 4.162}], 'summary': 'Create and apply firewall rules to instances for network security.', 'duration': 26.9, 'max_score': 3693.775, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I883693775.jpg'}, {'end': 3760.395, 'src': 'embed', 'start': 3738.662, 'weight': 1, 'content': [{'end': 3746.965, 'text': 'i can basically click on delete right and i can select this and I can do a cleanup, and this is good.', 'start': 3738.662, 'duration': 8.303}, {'end': 3751.528, 'text': "always when you're using a free trial account, try to use different services,", 'start': 3746.965, 'duration': 4.563}, {'end': 3760.395, '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': 3751.528, 'duration': 8.867}], 'summary': 'Recommend using different services on free trial accounts and clean up to avoid wasting billing credit.', 'duration': 21.733, 'max_score': 3738.662, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I883738662.jpg'}, {'end': 4266.569, 'src': 'embed', 'start': 4236.748, 'weight': 2, 'content': [{'end': 4245.568, 'text': 'I can basically choose metadata option and I can say my default region should be europe, which i was choosing earlier.', 'start': 4236.748, 'duration': 8.82}, {'end': 4248.15, 'text': 'so i can just bring up this command again.', 'start': 4245.568, 'duration': 2.582}, {'end': 4256.498, 'text': 'and what i can do is i can say here where i have gcloud compute project info where i did it described earlier.', 'start': 4248.15, 'duration': 8.348}, {'end': 4266.569, 'text': 'now what i can also do is i can just say add metadata And then I can specify what is the metadata I would be interested in adding.', 'start': 4256.498, 'duration': 10.071}], 'summary': 'Set default region to europe for metadata option in gcloud compute project.', 'duration': 29.821, 'max_score': 4236.748, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I884236748.jpg'}], 'start': 3668.702, 'title': 'Managing google cloud resources', 'summary': 'Covers creating firewall rules for network access, using google cloud compute engine to manage vm instances and managing google cloud configuration and instances, emphasizing protocol selection, instance cleanup to avoid billing credit wastage, and regional considerations for google cloud storage.', 'chapters': [{'end': 3720.675, 'start': 3668.702, 'title': 'Creating firewall rules for network access', 'summary': 'Discusses creating firewall rules to enable access to a machine from an external service, highlighting the process of choosing a protocol, creating and applying firewall rules, and restarting the instance.', 'duration': 51.973, 'highlights': ['You can create a firewall rule to enable access to your machine from an external service or to an external service.', 'You can choose a particular protocol and create a firewall rule with comma-separated values.', 'The process involves going into firewall rules, creating a firewall rule, applying it to the instance, and restarting the instance.']}, {'end': 4317.696, 'start': 3720.675, 'title': 'Using google cloud compute engine', 'summary': 'Demonstrates how to create and manage vm instances using google cloud compute engine, emphasizing the importance of cleaning up instances to avoid wasting free billing credit and the various states an instance can be in, along with providing a brief overview of using the command line tool gcloud.', 'duration': 597.021, 'highlights': ['Importance of Cleaning Up Instances It is essential to clean up instances to avoid wasting free billing credit, emphasizing the importance of cleaning up instances to avoid wasting free billing credit.', 'States of VM Instances Instances have different states, including provisioning, staging, running, stopped, and terminated, providing an overview of the various states an instance can be in.', 'Using gcloud Command Line Tool Demonstrates the usage of gcloud command line tool for managing Compute Engine resources, showcasing the use of gcloud commands to manage resources and applications hosted on Google Cloud Platform.']}, {'end': 4965.214, 'start': 4317.696, 'title': 'Managing google cloud configuration and instances', 'summary': 'Covers initializing, configuring, and managing google cloud instances, including setting default configurations, creating instances, connecting through ssh, stopping, and deleting instances, as well as creating buckets in google cloud storage with regional considerations.', 'duration': 647.518, 'highlights': ['Creating and managing Google Cloud instances, including setting default configurations, creating, stopping, and deleting instances, and connecting through SSH. Creating and managing instances, setting default configurations, stopping and deleting instances.', 'Creating buckets in Google Cloud storage, with considerations for regional options and cost implications. Creating buckets, regional options, cost implications.', 'Configuring and setting default configurations for Google Cloud, including managing zones and regions. Configuring default settings, managing zones and regions.']}], 'duration': 1296.512, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I883668702.jpg', 'highlights': ['You can create a firewall rule to enable access to your machine from an external service or to an external service.', 'Creating and managing Google Cloud instances, including setting default configurations, creating, stopping, and deleting instances, and connecting through SSH.', 'Importance of Cleaning Up Instances It is essential to clean up instances to avoid wasting free billing credit, emphasizing the importance of cleaning up instances to avoid wasting free billing credit.']}, {'end': 5993.899, 'segs': [{'end': 5045.651, 'src': 'embed', 'start': 5009.848, 'weight': 9, 'content': [{'end': 5011.868, 'text': 'Now how to control access to objects.', 'start': 5009.848, 'duration': 2.02}, {'end': 5017.91, 'text': 'So you can basically say specify access to individual objects by using object level permissions.', 'start': 5012.348, 'duration': 5.562}, {'end': 5021.924, 'text': 'Now you can give permissions to bucket.', 'start': 5018.67, 'duration': 3.254}, {'end': 5028.108, 'text': 'you can just say uniform access to all objects in the bucket by using only bucket level permissions.', 'start': 5021.924, 'duration': 6.184}, {'end': 5029.609, 'text': 'so you can choose that.', 'start': 5028.108, 'duration': 1.501}, {'end': 5037.233, 'text': 'you can also go into advanced settings and here you can see different ways in which you can have configuration setup.', 'start': 5029.609, 'duration': 7.624}, {'end': 5045.651, 'text': "now you can also have a retention policy to specify the minimum duration where that this bucket's object must be protected from deletion,", 'start': 5037.233, 'duration': 8.418}], 'summary': 'Control access to objects using bucket and object level permissions, including retention policy.', 'duration': 35.803, 'max_score': 5009.848, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I885009848.jpg'}, {'end': 5097.347, 'src': 'embed', 'start': 5071.926, 'weight': 0, 'content': [{'end': 5078.068, 'text': 'You can look at the permissions so bucket users find the end access, allowing you to specify access to individual objects.', 'start': 5071.926, 'duration': 6.142}, {'end': 5083.51, 'text': 'And then you can basically look at who has access to this.', 'start': 5078.829, 'duration': 4.681}, {'end': 5086.812, 'text': 'so in my case, editors of the project.', 'start': 5083.51, 'duration': 3.302}, {'end': 5092.534, 'text': 'they basically are the bucket owners, owners of project, viewers of the project right.', 'start': 5086.812, 'duration': 5.722}, {'end': 5097.347, 'text': 'and you can basically choose what kind of access you need.', 'start': 5093.124, 'duration': 4.223}], 'summary': 'Bucket users can specify access to individual objects and choose access levels like project editors, owners, and viewers.', 'duration': 25.421, 'max_score': 5071.926, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I885071926.jpg'}, {'end': 5143.057, 'src': 'embed', 'start': 5120.883, 'weight': 3, 'content': [{'end': 5129.072, 'text': "so right now it is storage legacy bucket reader, and that's fine, and this one is bucket owner and then might be.", 'start': 5120.883, 'duration': 8.189}, {'end': 5136.334, 'text': "I was using some other services like data proc, which uses cloud storage, And that's why I've given data proc service agent also.", 'start': 5129.072, 'duration': 7.262}, {'end': 5138.895, 'text': 'So these are some of the members you can remove.', 'start': 5136.734, 'duration': 2.161}, {'end': 5141.597, 'text': 'You can view by specific members.', 'start': 5139.496, 'duration': 2.101}, {'end': 5143.057, 'text': 'You can view by roles.', 'start': 5141.637, 'duration': 1.42}], 'summary': 'Legacy bucket reader and bucket owner roles added for storage and data proc services.', 'duration': 22.174, 'max_score': 5120.883, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I885120883.jpg'}, {'end': 5388.266, 'src': 'embed', 'start': 5309.234, 'weight': 1, 'content': [{'end': 5313.036, 'text': "so let's go to desktop and let's download this file.", 'start': 5309.234, 'duration': 3.802}, {'end': 5321.639, 'text': 'so we not only uploaded some content in the bucket, but we also downloaded that in a different location which will be accessible now.', 'start': 5313.036, 'duration': 8.603}, {'end': 5331.743, 'text': 'what i could have also done is i could have created a folder here and i could have specified, say, for example, immediate immediate data.', 'start': 5321.639, 'duration': 10.104}, {'end': 5336.151, 'text': "okay, and I'm clicking on this one.", 'start': 5333.43, 'duration': 2.721}, {'end': 5337.731, 'text': "so that's my immediate data.", 'start': 5336.151, 'duration': 1.58}, {'end': 5346.914, 'text': 'I can click on this one and now I can upload my data specifically to this particular folder by using the same mechanism.', 'start': 5337.731, 'duration': 9.183}, {'end': 5348.515, 'text': 'you can just do upload file.', 'start': 5346.914, 'duration': 1.601}, {'end': 5353.997, 'text': "let's choose air passengers, let's do a open and my file will be uploaded.", 'start': 5348.515, 'duration': 5.482}, {'end': 5360.534, 'text': 'So you can always choose what is the retention expiry date for this one.', 'start': 5355.111, 'duration': 5.423}, {'end': 5363.996, 'text': 'So as of now, there is nothing, right? But you can be deleted.', 'start': 5360.674, 'duration': 3.322}, {'end': 5368.459, 'text': 'Objects can be deleted or modified until they reach their minimum duration.', 'start': 5364.597, 'duration': 3.862}, {'end': 5370.14, 'text': 'You can control all of that.', 'start': 5368.899, 'duration': 1.241}, {'end': 5376.484, 'text': 'You can basically download it, right? You can copy it and you can move it and rename it.', 'start': 5370.44, 'duration': 6.044}, {'end': 5381.162, 'text': 'so this is a simple example where I created a particular bucket.', 'start': 5376.98, 'duration': 4.182}, {'end': 5388.266, 'text': 'right now, if, for example, you click on this transfer, so it says cloud storage data transfer products have moved,', 'start': 5381.162, 'duration': 7.104}], 'summary': 'Demonstration of uploading, downloading, and organizing files in cloud storage with options for retention and management.', 'duration': 79.032, 'max_score': 5309.234, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I885309234.jpg'}, {'end': 5436.981, 'src': 'embed', 'start': 5410.742, 'weight': 2, 'content': [{'end': 5416.964, 'text': 'now i can go to cloud console and here what i can do is if i would be interested in working.', 'start': 5410.742, 'duration': 6.222}, {'end': 5429.071, 'text': "so i can just say gsutil right, and then we have, for example, let's try a help, okay, and that basically shows me my gsutil.", 'start': 5416.964, 'duration': 12.107}, {'end': 5436.981, 'text': 'now you can always go to quick start gsutil tool and this is one more way wherein basically you can do it from the command line.', 'start': 5429.071, 'duration': 7.91}], 'summary': 'Using gsutil in cloud console for quick start and command line access.', 'duration': 26.239, 'max_score': 5410.742, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I885410742.jpg'}, {'end': 5580.522, 'src': 'embed', 'start': 5552.419, 'weight': 5, 'content': [{'end': 5562.502, 'text': 'you could be using your google cloud sdk from your local machine, or you can be using cloud console to create a bucket, upload some data on it,', 'start': 5552.419, 'duration': 10.083}, {'end': 5569.324, 'text': 'download the data, see if the data is accessible, and that basically shows you the power of cloud storage,', 'start': 5562.502, 'duration': 6.822}, {'end': 5572.325, 'text': 'where you can easily upload any kind of data.', 'start': 5569.324, 'duration': 3.001}, {'end': 5580.522, 'text': "now, What we can also do is, as you're using a free account or even a paid account, unless and until you would want to keep the bucket,", 'start': 5572.325, 'duration': 8.197}], 'summary': 'Google cloud sdk enables easy data storage and access, showcasing the power of cloud storage.', 'duration': 28.103, 'max_score': 5552.419, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I885552419.jpg'}], 'start': 4965.214, 'title': 'Managing google cloud storage', 'summary': 'Discusses setting default storage class, controlling access to objects, and google cloud storage usage, emphasizing options for different use cases, managing roles and access, and explaining benefits with a use case.', 'chapters': [{'end': 5009.387, 'start': 4965.214, 'title': 'Setting default storage class', 'summary': 'Discusses choosing a default storage class for a storage bucket, with options including standard, near line, and cold line, each suitable for different use cases.', 'duration': 44.173, 'highlights': ['You can choose a default storage class for a storage bucket, with options such as standard, near line, and cold line, tailored for different use cases.', 'The standard storage class is best for short-term storage and frequently accessed data.', 'The near line storage class is suitable for backups and data access less than once a month.', 'The cold line storage class is ideal for cold storage or freezing storage.']}, {'end': 5280.147, 'start': 5009.848, 'title': 'Controlling access to objects in cloud storage', 'summary': 'Covers controlling access to objects in cloud storage, including setting permissions at object and bucket levels, configuring retention policies, and managing roles and access for users, with an emphasis on creating, managing, and uploading files to the bucket.', 'duration': 270.299, 'highlights': ['You can give permissions to bucket and uniform access to all objects in the bucket by using only bucket level permissions. The option to give permissions to the bucket and provide uniform access to all objects in the bucket using only bucket level permissions is available.', "You can have a retention policy to specify the minimum duration where this bucket's object must be protected from deletion, and you can set a retention policy. The feature of setting a retention policy to specify the minimum duration for protecting the bucket's object from deletion is mentioned.", 'You can control permissions for the bucket, including specifying access to individual objects and managing role-based access for users. The ability to control permissions for the bucket, including specifying access to individual objects and managing role-based access for users, is discussed.', 'The chapter details the process of creating a bucket, viewing its details, and making changes such as editing permissions, labels, and default storage class. The process of creating a bucket, viewing details, and making changes such as editing permissions, labels, and default storage class is explained.', 'The process of uploading files to the bucket, including options for adding, editing, and managing permissions for the uploaded files, is outlined. The process of uploading files to the bucket, along with options for adding, editing, and managing permissions for the uploaded files, is outlined.']}, {'end': 5993.899, 'start': 5280.628, 'title': 'Google cloud storage usage', 'summary': 'Discusses the process of uploading, downloading, and managing data in google cloud storage using both the cloud console and gsutil tools, highlighting the key functionalities and commands, and explaining the benefits of cloud computing with a use case.', 'duration': 713.271, 'highlights': ['Google Cloud Storage functionalities and commands The transcript provides a detailed walkthrough of the process of uploading, downloading, and managing data in Google Cloud Storage using both the cloud console and gsutil tools, including specific commands like creating, deleting, and listing buckets and objects, as well as demonstrating the capability to transfer data using the gsutil tool.', "Benefits of cloud computing with a use case The use case of Nina's website development company illustrates the benefits of cloud computing, such as on-demand memory space, load balancing, scalability, and cost efficiency, addressing challenges related to low memory space, high website traffic, and limited servers."]}], 'duration': 1028.685, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I884965214.jpg', 'highlights': ['You can choose a default storage class for a storage bucket, with options such as standard, near line, and cold line, tailored for different use cases.', 'The standard storage class is best for short-term storage and frequently accessed data.', 'The near line storage class is suitable for backups and data access less than once a month.', 'The cold line storage class is ideal for cold storage or freezing storage.', 'You can give permissions to bucket and uniform access to all objects in the bucket by using only bucket level permissions.', "You can have a retention policy to specify the minimum duration where this bucket's object must be protected from deletion, and you can set a retention policy.", 'The ability to control permissions for the bucket, including specifying access to individual objects and managing role-based access for users, is discussed.', 'The process of creating a bucket, viewing details, and making changes such as editing permissions, labels, and default storage class is explained.', 'The process of uploading files to the bucket, along with options for adding, editing, and managing permissions for the uploaded files, is outlined.', 'The transcript provides a detailed walkthrough of the process of uploading, downloading, and managing data in Google Cloud Storage using both the cloud console and gsutil tools, including specific commands like creating, deleting, and listing buckets and objects, as well as demonstrating the capability to transfer data using the gsutil tool.', "The use case of Nina's website development company illustrates the benefits of cloud computing, such as on-demand memory space, load balancing, scalability, and cost efficiency, addressing challenges related to low memory space, high website traffic, and limited servers."]}, {'end': 7860.838, 'segs': [{'end': 6421.627, 'src': 'embed', 'start': 6398.741, 'weight': 0, 'content': [{'end': 6408.297, 'text': 'when we talk about Google It has 110 plus edge points of presence in more than 200 countries and when we talk about edge caching,', 'start': 6398.741, 'duration': 9.556}, {'end': 6412.399, 'text': 'edge caching platform at periphery of their network.', 'start': 6408.297, 'duration': 4.102}, {'end': 6413.48, 'text': 'so this is', 'start': 6412.399, 'duration': 1.081}, {'end': 6417.585, 'text': 'what defines the physical infrastructure of google?', 'start': 6414.403, 'duration': 3.182}, {'end': 6421.627, 'text': 'now there is much more to it, rather than just these four points.', 'start': 6417.585, 'duration': 4.042}], 'summary': 'Google has 110+ edge points of presence in 200+ countries, with an edge caching platform at the periphery of their network.', 'duration': 22.886, 'max_score': 6398.741, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I886398741.jpg'}, {'end': 6571.761, 'src': 'embed', 'start': 6548.884, 'weight': 3, 'content': [{'end': 6557.417, 'text': "When we talk about Microsoft's Azure, It has 54 regions worldwide and is available in 140 countries across the globe.", 'start': 6548.884, 'duration': 8.533}, {'end': 6564.719, 'text': 'When we talk about Google Cloud, Google Cloud Platform is available in 200 plus countries across the globe.', 'start': 6558.477, 'duration': 6.242}, {'end': 6571.761, 'text': "When we talk about virtual servers, Amazon's EC2, that is Elastic Compute Cloud.", 'start': 6566.119, 'duration': 5.642}], 'summary': "Microsoft azure has 54 regions worldwide and is available in 140 countries, while google cloud platform is available in 200+ countries. amazon's ec2 is known for virtual servers.", 'duration': 22.877, 'max_score': 6548.884, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I886548884.jpg'}, {'end': 6919.308, 'src': 'embed', 'start': 6894.161, 'weight': 4, 'content': [{'end': 6901.103, 'text': 'So there are different options which Google Cloud offers when it comes to these instances which we are talking about.', 'start': 6894.161, 'duration': 6.942}, {'end': 6910.646, 'text': 'And it takes care of different use cases in comparison to other cloud providers which are also offering these services,', 'start': 6901.623, 'duration': 9.023}, {'end': 6913.526, 'text': 'such as you can have predefined machine types.', 'start': 6910.646, 'duration': 2.88}, {'end': 6919.308, 'text': 'you can have custom machine types, preemptible VMs, as I said, live migration of VMs.', 'start': 6913.526, 'duration': 5.782}], 'summary': 'Google cloud offers various instance options, including predefined and custom machine types, preemptible vms, and live migration of vms.', 'duration': 25.147, 'max_score': 6894.161, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I886894161.jpg'}, {'end': 7369.496, 'src': 'embed', 'start': 7342.282, 'weight': 2, 'content': [{'end': 7347.265, 'text': 'Well, there are different options in the kind of machines which you can choose, which you can work on.', 'start': 7342.282, 'duration': 4.983}, {'end': 7349.507, 'text': 'You have a technical support fee.', 'start': 7347.886, 'duration': 1.621}, {'end': 7360.552, 'text': "which is incurred network connectivity and then also downtime, which might be in case when you're migrating azure.", 'start': 7350.208, 'duration': 10.344}, {'end': 7364.534, 'text': 'it has different code base for cloud and premise platform as a service.', 'start': 7360.552, 'duration': 3.982}, {'end': 7369.496, 'text': 'ecosystem is not really as efficient as infrastructure as a service.', 'start': 7364.534, 'duration': 4.962}], 'summary': 'Options for machines, technical support fee, network connectivity, downtime, different code base for cloud and premise platform, less efficient ecosystem.', 'duration': 27.214, 'max_score': 7342.282, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I887342282.jpg'}], 'start': 5994.659, 'title': 'Cloud computing solutions', 'summary': 'Provides an overview of cloud computing, discussing the benefits, key players, and advantages of google cloud platform, as well as comparing cloud infrastructure, serverless computing platforms, and cloud services among major providers like aws, azure, and google cloud.', 'chapters': [{'end': 6228.484, 'start': 5994.659, 'title': 'Cloud computing solutions overview', 'summary': 'Discusses the evolution of cloud computing, including the benefits, key players in the industry, and the advantages of google cloud platform, emphasizing its better pricing, speed, performance, and unique features like live migration of apps.', 'duration': 233.825, 'highlights': ['Cloud computing solutions offer dynamic scalability, measured services, and pay-as-you-go models, making it compelling for organizations and users to utilize.', 'Various waves of trend in cloud computing include colo (co-location), virtualization, and container-based architectures, each providing different levels of user and provider management and maintenance.', "Key players in the cloud computing industry include Amazon Web Services, Microsoft Azure, Oracle Cloud, SAP's cloud solutions, Google Cloud Platform, and Salesforce, with Google Cloud Platform standing out for its better pricing, speed, performance, and unique feature of live migration of apps.", 'Google Cloud Platform (GCP) has better pricing compared to its competitors, provides fast speed and performance, and offers unique solutions for adaptation, integration, and migration to the cloud platform, including live migration of apps.']}, {'end': 6421.627, 'start': 6228.484, 'title': 'Google cloud platform overview', 'summary': 'Discusses the benefits of google cloud platform, including high productivity, security, flexibility, and cost-effectiveness, along with an overview of its services and powerful infrastructure.', 'duration': 193.143, 'highlights': ['Google Cloud Platform offers benefits such as high productivity, working from anywhere, quick collaboration, high security, and cost-effective solutions for various use cases, allowing organizations to scale up and down as needed.', 'Google Cloud Platform provides a range of services, including compute-related services, storage and database, networking, big data developer tools, identity and security management, Internet of Things, cloud AI management tools, and data transfer solutions.', "Google's infrastructure includes physical infrastructure consisting of data centers, extensive development of high-efficiency backend data centers, a strong backbone network, global meshed redundant backbone network, points of presence, and an edge caching platform at the periphery of their network.", "Google's infrastructure offers 110 plus edge points of presence in over 200 countries, showcasing a global reach and extensive network coverage."]}, {'end': 6946.645, 'start': 6421.627, 'title': 'Cloud infrastructure overview', 'summary': 'Explains the concept of global regions, zones, and various cloud resources in google cloud platform (gcp), amazon web services (aws), and microsoft azure. it also provides a comparison of availability zones and regions among the three cloud providers, along with details about virtual servers and instances offered by each provider.', 'duration': 525.018, 'highlights': ['Amazon Web Services has 69 availability zones within 22 geographical locations and will have 12 more in the future, showing a significant global presence and expansion of services. Amazon Web Services offers 69 availability zones within 22 geographical locations and plans to expand with 12 more in the future, indicating a substantial global presence and service expansion.', 'Google Cloud Platform is available in 200+ countries across the globe, indicating a wide global reach and availability. Google Cloud Platform is available in 200+ countries worldwide, demonstrating a broad global reach and availability.', "Microsoft's Azure is available in 140 countries across the globe, showcasing a strong global presence and availability. Microsoft's Azure is available in 140 countries across the globe, illustrating a robust global presence and availability.", "Google Cloud's sole tenant nodes are physical compute engine servers dedicated exclusively for the user's use case, offering a unique and dedicated infrastructure option for specific applications. Google Cloud's sole tenant nodes are physical compute engine servers dedicated exclusively for the user's use case, providing a unique and dedicated infrastructure option for specific applications.", "The chapter provides a detailed comparison of virtual server offerings, including Amazon's EC2, Azure Virtual Machine, and GCP VM instances, showcasing their capabilities and functionalities. The chapter offers a comprehensive comparison of virtual server offerings, covering Amazon's EC2, Azure Virtual Machine, and GCP VM instances, highlighting their respective capabilities and functionalities."]}, {'end': 7144.783, 'start': 6948.677, 'title': 'Serverless computing: platform comparison', 'summary': 'Discusses platform as a service offerings by amazon, azure, and google, focusing on serverless computing with aws lambda, azure functions, and google cloud functions, emphasizing the benefits of serverless computing such as auto-scaling, pay-per-use model, and zero administration.', 'duration': 196.106, 'highlights': ['Serverless computing benefits organizations by providing auto-scaling capabilities, a pay-per-use model, and zero administration, reducing the time between idea, implementation, and deployment. Serverless computing offers auto-scaling capabilities, a pay-per-use model, and zero administration, reducing the time between idea, implementation, and deployment.', 'AWS Lambda, Azure Functions, and Google Cloud Functions are serverless compute services offered by Amazon, Azure, and Google respectively, allowing users to build applications using simple functions with a programming language of their choice. AWS Lambda, Azure Functions, and Google Cloud Functions are serverless compute services offered by Amazon, Azure, and Google respectively, allowing users to build applications using simple functions with a programming language of their choice.', "Platform as a service offerings like Elastic Beanstalk, Azure Cloud Service, and Google App Engine provide orchestration services, hardware resource management, and hosting applications on Google's data centers. Platform as a service offerings like Elastic Beanstalk, Azure Cloud Service, and Google App Engine provide orchestration services, hardware resource management, and hosting applications on Google's data centers."]}, {'end': 7860.838, 'start': 7144.783, 'title': 'Serverless computing and cloud services comparison', 'summary': "Discusses the growing popularity of serverless computing, comparing it to traditional three-tier architecture, and highlights the advantages and disadvantages of amazon web services, azure, and google cloud, with a focus on domino's pizza use case and google cloud services.", 'duration': 716.055, 'highlights': ['Serverless computing gaining popularity over traditional three-tier architecture Serverless computing is highlighted as a preferred solution in modern times, with a shift from traditional three-tier architecture, offering faster go-to-market timelines.', 'Comparison of object storage offerings from Amazon, Azure, and Google Cloud Comparison of object storage services including Amazon S3, Azure Blob Storage, and Google Cloud Storage, emphasizing scalability and storage classes based on data access frequency.', "Advantages and disadvantages of Amazon Web Services, Azure, and Google Cloud Highlighting the advantages of AWS including enterprise-friendly services, easy resource access, and security, while mentioning limitations like technical support fee and network connectivity. Azure's strengths in development operations and cost-effectiveness, contrasted with its ecosystem efficiency and support fee. Google Cloud's advantages in pricing, live migration of VMs, and performance, while mentioning disadvantages such as support fees and complex pricing schema.", "Domino's Pizza use case with Google Analytics Premium, Google Tag Manager, and BigQuery Exploring how Domino's used Google Cloud services to integrate digital data sources and CRM data, resulting in a 6% increase in monthly revenue, 80% cost savings, and improved agility in marketing performance analysis.", 'Overview of Google Cloud services and solutions Providing an overview of the wide range of Google Cloud services, use cases, and solutions, and encouraging exploration of different products and features offered.']}], 'duration': 1866.179, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I885994659.jpg', 'highlights': ['Google Cloud Platform (GCP) offers better pricing, speed, performance, and unique live migration of apps.', 'Google Cloud Platform provides a range of services including compute, storage, networking, big data tools, and security management.', "Google's infrastructure includes 110+ edge points of presence in over 200 countries, showcasing a global reach and extensive network coverage.", 'Amazon Web Services has 69 availability zones within 22 geographical locations and plans to expand with 12 more in the future, indicating a substantial global presence and service expansion.', 'Serverless computing offers auto-scaling capabilities, a pay-per-use model, and zero administration, reducing the time between idea, implementation, and deployment.', 'Comparison of object storage services including Amazon S3, Azure Blob Storage, and Google Cloud Storage, emphasizing scalability and storage classes based on data access frequency.', "Domino's Pizza used Google Cloud services to integrate digital data sources and CRM data, resulting in a 6% increase in monthly revenue, 80% cost savings, and improved agility in marketing performance analysis."]}, {'end': 9395.501, 'segs': [{'end': 7892.852, 'src': 'embed', 'start': 7861.198, 'weight': 2, 'content': [{'end': 7863.779, 'text': 'Now, that was just one simple use case.', 'start': 7861.198, 'duration': 2.581}, {'end': 7875.261, 'text': 'Before we go on to hands-on, we can also talk a little bit back about the services which Google Cloud offers, as we discussed,', 'start': 7864.339, 'duration': 10.922}, {'end': 7878.382, 'text': 'and some of these services which can really make you think.', 'start': 7875.261, 'duration': 3.121}, {'end': 7882.667, 'text': 'why not google cloud platform?', 'start': 7879.505, 'duration': 3.162}, {'end': 7892.852, 'text': "so when we talk about your different cloud platform services, let's learn about some of these services in brief, in what each service is,", 'start': 7882.667, 'duration': 10.185}], 'summary': 'Introduction to google cloud services, preparing for hands-on learning', 'duration': 31.654, 'max_score': 7861.198, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I887861198.jpg'}, {'end': 8194.199, 'src': 'embed', 'start': 8150.371, 'weight': 7, 'content': [{'end': 8153.695, 'text': 'Now that basically allows me to choose these machines.', 'start': 8150.371, 'duration': 3.324}, {'end': 8162.185, 'text': 'So there are different features which your compute offers, such as you have live migration for VMs, you have preemptible virtual machines,', 'start': 8153.935, 'duration': 8.25}, {'end': 8165.289, 'text': 'you have sole tenant nodes, and all those options can be seen here.', 'start': 8162.185, 'duration': 3.104}, {'end': 8172.135, 'text': 'Now in this machine for my boot disk, I can select a distribution which I would be interested in.', 'start': 8165.609, 'duration': 6.526}, {'end': 8180.162, 'text': 'For example, I could be going for public images and I can choose, for example, Ubuntu and then I can choose a version.', 'start': 8172.335, 'duration': 7.827}, {'end': 8186.128, 'text': 'So it shows me 16.04 and you also have latest versions such as Ubuntu 20.', 'start': 8180.243, 'duration': 5.885}, {'end': 8187.149, 'text': 'You can choose one of these.', 'start': 8186.128, 'duration': 1.021}, {'end': 8194.199, 'text': 'and here it asks you to choose the boot disk type, so that could be standard persistent disk,', 'start': 8187.634, 'duration': 6.565}], 'summary': 'Options include live migration, preemptible vms, sole tenant nodes. can choose ubuntu versions like 16.04 or 20.', 'duration': 43.828, 'max_score': 8150.371, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I888150371.jpg'}, {'end': 8403.558, 'src': 'embed', 'start': 8374.718, 'weight': 12, 'content': [{'end': 8382.906, 'text': 'which basically means Compute Engine can automatically restart VM instances if they are terminated from non-user initiated reasons.', 'start': 8374.718, 'duration': 8.188}, {'end': 8389.613, 'text': 'So these are all the settings which are available in management, and it also tells us the different features which we have.', 'start': 8383.326, 'duration': 6.287}, {'end': 8392.314, 'text': 'There is also a feature called sold tenancy,', 'start': 8389.853, 'duration': 2.461}, {'end': 8403.558, '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': 8392.314, 'duration': 11.244}], 'summary': 'Compute engine can automatically restart vm instances; sold tenancy provides dedicated servers.', 'duration': 28.84, 'max_score': 8374.718, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I888374718.jpg'}, {'end': 8611.618, 'src': 'embed', 'start': 8586.081, 'weight': 0, 'content': [{'end': 8591.823, 'text': 'Only thing which I would have to do is change the region where I would want the instance to run.', 'start': 8586.081, 'duration': 5.742}, {'end': 8599.045, 'text': "So now that we have created instance, and that's my, this one, the third option, I can go back to VM instances.", 'start': 8592.236, 'duration': 6.809}, {'end': 8609.077, 'text': 'Now I can click on create, and here I can either create an instance from scratch by giving all the details again, Or I can just use my template.', 'start': 8599.566, 'duration': 9.511}, {'end': 8611.618, 'text': 'So I can click on new VM instance from a template.', 'start': 8609.117, 'duration': 2.501}], 'summary': 'Change region for instance and create new vm instance from a template.', 'duration': 25.537, 'max_score': 8586.081, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I888586081.jpg'}, {'end': 9054.962, 'src': 'embed', 'start': 9027.152, 'weight': 6, 'content': [{'end': 9038.774, 'text': 'so here I can say gcloud compute and then go for instances and if you do not know the commands, you can just hit enter.', 'start': 9027.152, 'duration': 11.622}, {'end': 9041.375, 'text': 'that will show you all the different options which we have.', 'start': 9038.774, 'duration': 2.601}, {'end': 9046.716, 'text': 'so here we have different options, such as list or create, or start or update.', 'start': 9041.375, 'duration': 5.341}, {'end': 9054.962, 'text': 'for example, I can just do a list here to see what instances I have and the instance which we just created shows up here.', 'start': 9046.716, 'duration': 8.246}], 'summary': 'Using gcloud compute to list, create, start, and update instances.', 'duration': 27.81, 'max_score': 9027.152, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I889027152.jpg'}, {'end': 9132.904, 'src': 'embed', 'start': 9079.409, 'weight': 1, 'content': [{'end': 9091.215, 'text': 'so i can just say create, and then i can give a name, for example c2, and once i click on this one it says did you mean europe west 4 zone?', 'start': 9079.409, 'duration': 11.806}, {'end': 9098.679, 'text': 'so it is asking me for the region and the zone and i can say yes, and these settings are coming from my default profile.', 'start': 9091.215, 'duration': 7.464}, {'end': 9101.681, 'text': 'i can always change those by changing the metadata.', 'start': 9098.679, 'duration': 3.002}, {'end': 9104.197, 'text': 'So now we have created an instance.', 'start': 9102.096, 'duration': 2.101}, {'end': 9105.217, 'text': 'It says running.', 'start': 9104.457, 'duration': 0.76}, {'end': 9109.718, 'text': 'If we do a list again to see, we see two instances created.', 'start': 9105.597, 'duration': 4.121}, {'end': 9111.678, 'text': 'One was in Europe West 3.', 'start': 9110.018, 'duration': 1.66}, {'end': 9114.159, 'text': 'One was in Europe West 4.', 'start': 9111.678, 'duration': 2.481}, {'end': 9117.06, 'text': 'Both of them have internal and external IPs.', 'start': 9114.159, 'duration': 2.901}, {'end': 9124.001, 'text': 'Now you can do a describe to look at the different options here.', 'start': 9117.78, 'duration': 6.221}, {'end': 9132.904, 'text': 'so gcloud basically allows you different commands which you can use to work with your instance, to create instances, to change the metadata,', 'start': 9124.001, 'duration': 8.903}], 'summary': 'Using gcloud, two instances were created in europe west 3 and europe west 4 with internal and external ips.', 'duration': 53.495, 'max_score': 9079.409, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I889079409.jpg'}, {'end': 9401.645, 'src': 'embed', 'start': 9377.387, 'weight': 4, 'content': [{'end': 9383.692, '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': 9377.387, 'duration': 6.305}, {'end': 9390.997, 'text': 'You can go for freezing storage such as Coldline, best for disaster recovery and data accessed less than once a quarter.', 'start': 9383.872, 'duration': 7.125}, {'end': 9395.501, 'text': 'Or you can go for archiving where the data is accessed less than once a year.', 'start': 9391.498, 'duration': 4.003}, {'end': 9401.645, 'text': "let's go for standard as of now, and now you can choose how to control access to objects.", 'start': 9396.321, 'duration': 5.324}], 'summary': 'Options include nearline backup, coldline disaster recovery, and archiving for less frequent data access.', 'duration': 24.258, 'max_score': 9377.387, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I889377387.jpg'}], 'start': 7861.198, 'title': 'Google cloud platform compute services', 'summary': 'Introduces compute services offered by google cloud platform, focusing on features and configurations of compute engine, including general purpose, compute optimized, and memory optimized machines. it also explains management options available, such as identity and access management, preemptible virtual machines, live migration, and sole tenancy, with details on usage and benefits. additionally, it covers setting up an instance template, creating instances, connecting to the machine using ssh, and verifying the connection. it also includes features of compute engine and object storage, such as predefined/custom machine types, preemptible vms, gpu accelerators, cost-saving options, and object storage concepts like buckets, storage classes, and access control within the google cloud platform.', 'chapters': [{'end': 8215.616, 'start': 7861.198, 'title': 'Google cloud platform compute services', 'summary': 'Introduces the compute services offered by google cloud platform, focusing on the features and configurations of the compute engine, including options for general purpose, compute optimized, and memory optimized machines.', 'duration': 354.418, 'highlights': ['Google Cloud Platform offers compute services including App Engine, Kubernetes Engine, Cloud Functions, and Cloud Run, within the compute domain. Introduces the compute services provided by Google Cloud Platform, showcasing a range of options available for users.', "Compute Engine offers scalable, high performance virtual machines that run in Google's data center, providing access to high performance networking infrastructure and block storage. Describes the features of Compute Engine, highlighting its scalable, high-performance virtual machines and the infrastructure it provides.", 'Different types of machines are available, including General Purpose, Compute Optimized, and Memory Optimized machines, suited for various workloads such as line of business applications, gaming, high process computing, in-memory databases, and real-time analytics. Details the different types of machines available, specifying their suitability for various workloads and applications.', 'Options for creating instance templates and selecting machine configurations, such as General Purpose, Memory Optimized, and Compute Optimized, are demonstrated. Explains the process of creating instance templates and choosing machine configurations, providing users with the flexibility to tailor resources based on their requirements.', 'The choice of boot disk type, such as standard persistent disk or SSD, is presented, with SSDs offering better performance at a higher cost compared to HDDs. Highlights the options for boot disk types, emphasizing the trade-offs between standard persistent disks and SSDs in terms of performance and cost.']}, {'end': 8419.181, 'start': 8215.656, 'title': 'Google cloud compute engine management', 'summary': 'Explains the management options available in google cloud compute engine, including settings for identity and access management, preemptible virtual machines, live migration, and sole tenancy, with details on usage and benefits.', 'duration': 203.525, 'highlights': ['Compute Engine offers preemptible virtual machines which can run fault-tolerant workloads with reduced cost by 80% for virtual CPU and memory, lasting less than 24 hours. Preemptible virtual machines offer 80% reduced cost and are suitable for running fault-tolerant workloads.', 'Compute Engine provides live migration for VM instances, allowing them to be migrated between host systems without rebooting during infrastructure maintenance. Live migration feature enables VM instances to be migrated between host systems without rebooting.', 'Sole tenant nodes in Compute Engine offer dedicated physical servers exclusively for user use, suitable for bring your own license applications. Sole tenant nodes provide dedicated physical servers for user use, ideal for bring your own license applications.']}, {'end': 8770.411, 'start': 8419.521, 'title': 'Setting up and connecting to compute engine instance', 'summary': 'Explains how to set up an instance template, create instances, connect to the machine using ssh, and verify the connection, allowing users to easily create and manage multiple instances in google cloud platform.', 'duration': 350.89, 'highlights': ['Explaining the process of setting up an instance template and creating instances from it, allowing for easy management of multiple instances. Easy creation and management of multiple instances', 'Demonstrating the process of connecting to the machine using SSH, including the use of public and private keys for authentication. Connecting to the machine using SSH, using public and private keys for authentication', 'Verifying the successful connection by checking the authorized keys on the instance, confirming the proper setup and connection. Verifying successful connection by checking authorized keys on the instance']}, {'end': 9395.501, 'start': 8770.411, 'title': 'Compute engine and object storage in gcp', 'summary': 'Covers the features of compute engine including predefined machine types, custom machine types, preemptible vms, gpu accelerators, and various cost-saving options. it also explains the concept of object storage, including buckets, storage classes, and access control, within the google cloud platform.', 'duration': 625.09, 'highlights': ['Compute Engine offers predefined machine types and custom machine types tailored to specific needs, with fast compute instances optimized up to 60 virtual CPU cores and up to 11.5 terabytes of RAM. Compute Engine provides various machine types, including fast compute instances with up to 60 virtual CPU cores and large memory optimized instances with up to 11.5 terabytes of RAM, allowing for tailored custom machine types to realize significant savings.', "The option of adding GPU accelerators to VMs allows for acceleration of computationally intensive workloads like machine learning, simulation, and medical analysis, with the ability to add or remove GPUs as per workload changes and pay only while using. Google Cloud Platform's Compute Engine offers the option to add GPU accelerators to VMs for acceleration of computationally intensive workloads like machine learning and medical analysis, with the flexibility to add or remove GPUs based on workload and pay only while using.", 'Various cost-saving options are available, including commitment savings of up to 57% with upfront cost, sustained use discounts, and the ability to create reservations for VM instances, ensuring resources for future demand and deleting reservations when no longer needed. Compute Engine provides cost-saving options such as commitment savings of up to 57% with upfront cost, sustained use discounts, and the ability to create reservations for VM instances to ensure resources for future demand and delete reservations when no longer needed.', 'Object storage in Google Cloud Platform includes the concept of buckets, storage classes such as standard, Nearline, Coldline, and archiving, and access control via IAM or access control list. The object storage in Google Cloud Platform involves the use of buckets, storage classes like standard, Nearline, Coldline, and archiving, as well as access control through IAM or access control list.', 'The process of creating a bucket involves specifying a unique name, choosing a location type (region-specific, dual-region, or multi-region), and selecting a storage class based on data access frequency and storage duration. The process of creating a bucket includes specifying a unique name, choosing a location type (region-specific, dual-region, or multi-region), and selecting a storage class based on data access frequency and storage duration.']}], 'duration': 1534.303, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I887861198.jpg', 'highlights': ['Compute Engine offers scalable, high performance virtual machines with access to high performance networking infrastructure and block storage.', 'Different types of machines are available, including General Purpose, Compute Optimized, and Memory Optimized machines, suited for various workloads.', 'Options for creating instance templates and selecting machine configurations are demonstrated, providing flexibility based on requirements.', 'Compute Engine offers preemptible virtual machines with 80% reduced cost for fault-tolerant workloads lasting less than 24 hours.', 'Live migration feature enables VM instances to be migrated between host systems without rebooting.', 'Sole tenant nodes in Compute Engine offer dedicated physical servers exclusively for user use, suitable for bring your own license applications.', 'Easy creation and management of multiple instances from an instance template.', 'Connecting to the machine using SSH, using public and private keys for authentication.', 'Compute Engine provides various machine types, including fast compute instances with up to 60 virtual CPU cores and large memory optimized instances with up to 11.5 terabytes of RAM.', "Google Cloud Platform's Compute Engine offers the option to add GPU accelerators to VMs for acceleration of computationally intensive workloads.", 'Compute Engine provides cost-saving options such as commitment savings of up to 57% with upfront cost, sustained use discounts, and the ability to create reservations for VM instances.', 'Object storage in Google Cloud Platform involves the use of buckets, storage classes like standard, Nearline, Coldline, and archiving, as well as access control through IAM or access control list.', 'The process of creating a bucket includes specifying a unique name, choosing a location type, and selecting a storage class based on data access frequency and storage duration.']}, {'end': 10389.657, 'segs': [{'end': 9673.758, 'src': 'embed', 'start': 9649.817, 'weight': 2, 'content': [{'end': 9657.344, 'text': "So company wanted to build database that would provide real-time access to petabytes of data and that's where Bigtable began.", 'start': 9649.817, 'duration': 7.527}, {'end': 9664.711, 'text': 'So Bigtable powers different other Google services such as Gmail, Google Maps and other services,', 'start': 9657.744, 'duration': 6.967}, {'end': 9669.495, 'text': 'and in 2015 It was launched as a service for customers.', 'start': 9664.711, 'duration': 4.784}, {'end': 9673.758, 'text': 'So, when it comes to scalability, with use of Bigtable,', 'start': 9670.055, 'duration': 3.703}], 'summary': "Google's bigtable provides real-time access to petabytes of data, powering services like gmail and google maps. launched as a service for customers in 2015.", 'duration': 23.941, 'max_score': 9649.817, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I889649817.jpg'}, {'end': 9975.531, 'src': 'embed', 'start': 9952.11, 'weight': 1, 'content': [{'end': 9961.058, 'text': 'and when you talk about multi-row transactions or online transaction processing, Bigtable is not the right choice.', 'start': 9952.11, 'duration': 8.948}, {'end': 9970.766, 'text': 'so it can be used for wide range of applications, especially when you talk about your OLAP, that is, online analytical processing.', 'start': 9961.058, 'duration': 9.708}, {'end': 9975.531, 'text': 'so it is designed to store key value pairs and there can be different use cases.', 'start': 9970.766, 'duration': 4.765}], 'summary': 'Bigtable not suitable for multi-row transactions. designed for olap and key-value pairs.', 'duration': 23.421, 'max_score': 9952.11, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I889952110.jpg'}, {'end': 10046.308, 'src': 'embed', 'start': 10023.248, 'weight': 0, 'content': [{'end': 10031.535, 'text': 'You should also remember that this has a cluster running and you would be charged if this cluster kept on running.', 'start': 10023.248, 'duration': 8.287}, {'end': 10035.599, 'text': "So you have to be very careful in your free account when you're using such services.", 'start': 10031.615, 'duration': 3.984}, {'end': 10042.284, 'text': 'Now we have clicked on this one so I can select this one and basically I can look at the permissions.', 'start': 10036.039, 'duration': 6.245}, {'end': 10044.066, 'text': 'I can look at the labels.', 'start': 10042.284, 'duration': 1.782}, {'end': 10046.308, 'text': 'I can look at inherited permissions here.', 'start': 10044.066, 'duration': 2.242}], 'summary': 'Users should be cautious of incurring charges for running clusters in their free account.', 'duration': 23.06, 'max_score': 10023.248, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8810023248.jpg'}, {'end': 10265.029, 'src': 'embed', 'start': 10237.86, 'weight': 3, 'content': [{'end': 10241.48, 'text': 'so big table is cheaper when you talk about larger amount of data.', 'start': 10237.86, 'duration': 3.62}, {'end': 10249.102, 'text': 'so here it says since your database is empty, you can still switch to cloud fire store in native mode to get more features.', 'start': 10241.48, 'duration': 7.622}, {'end': 10250.002, 'text': 'you could do that.', 'start': 10249.102, 'duration': 0.9}, {'end': 10250.862, 'text': 'you could learn.', 'start': 10250.002, 'duration': 0.86}, {'end': 10252.983, 'text': 'you could say query by gql.', 'start': 10250.862, 'duration': 2.121}, {'end': 10255.884, 'text': "as of now, we don't have any data here.", 'start': 10253.943, 'duration': 1.941}, {'end': 10265.029, 'text': "let's look at the dashboard, which says since your database is empty, you can still switch to cloud fire store in native mode to get more features.", 'start': 10255.884, 'duration': 9.145}], 'summary': 'Switching to cloud firestore for more features recommended when database is empty.', 'duration': 27.169, 'max_score': 10237.86, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8810237860.jpg'}, {'end': 10373.057, 'src': 'embed', 'start': 10346.87, 'weight': 4, 'content': [{'end': 10354.817, 'text': 'but what Google also did was it realized that there was a need for our DBMS feature support.', 'start': 10346.87, 'duration': 7.947}, {'end': 10357.419, 'text': 'that is, there were a lot of features.', 'start': 10354.817, 'duration': 2.602}, {'end': 10362.063, 'text': 'now here we have created a data store and it says your database is ready to go.', 'start': 10357.419, 'duration': 4.644}, {'end': 10367.515, 'text': 'just add data, you can create entity, start putting in data and then you can go ahead and query this.', 'start': 10362.063, 'duration': 5.452}, {'end': 10373.057, 'text': 'So, if you would want to learn more about your data store, you can just click on this one,', 'start': 10368.035, 'duration': 5.022}], 'summary': 'Google created a data store with dbms feature support, enabling easy data input and querying.', 'duration': 26.187, 'max_score': 10346.87, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8810346870.jpg'}], 'start': 9396.321, 'title': 'Google cloud storage services', 'summary': 'Covers the setup and management of google cloud storage services, including big table, cloud data store, and cloud spanner, emphasizing the cost implications and features of each service.', 'chapters': [{'end': 9571.739, 'start': 9396.321, 'title': 'Object storage management', 'summary': 'Explains how to create and manage buckets in object storage, including setting access permissions, encryption, retention policy, and using gsutil, with the ability to upload, manage, and access files, and modify permissions and metadata.', 'duration': 175.418, 'highlights': ['You can give additional permissions at bucket level using IAM or object level permissions using access control list. Fine-grained control at bucket and object level using IAM and access control list.', 'Retention policy specifies the minimum duration for protecting objects from deletion or modification after upload. Retention policy feature to specify minimum protection duration for bucket objects.', 'Gsutil command can be used in the cloud shell to work with buckets. The use of gsutil command in the cloud shell for bucket management.', 'You can upload files, manage permissions, metadata, and also export to Cloud Pub Sub. Ability to upload files, manage permissions and metadata, and export to Cloud Pub Sub.', 'Accessing files can be done by obtaining the URL, copying, downloading, and even accessing files publicly. Multiple ways to access files including URL, copying, downloading, and public access.']}, {'end': 10022.668, 'start': 9572.199, 'title': 'Google cloud storage & bigtable', 'summary': "Discusses the features and capabilities of google cloud storage and bigtable, highlighting the scalability, real-time access, encryption, and performance, with bigtable's use cases, integration with other services, and suitability for specific applications.", 'duration': 450.469, 'highlights': ['Bigtable powers different Google services such as Gmail and Google Maps, and provides real-time access to petabytes of data, launched as a service for customers in 2015, offering scalability without downtime and encrypted data. (Relevance: 5)', 'Bigtable offers 10,000 rows per second for reads and writes, 220 megabytes per second for scans, and 2.5 terabytes of storage, and can be used for low latency access and high availability replication across regions. (Relevance: 4)', 'Bigtable supports HBase API, allowing easy integration with Apache, Hadoop, and Spark clusters, suitable for real-time analytics in financial services, IoT, and more, but not recommended for interactive SQL. (Relevance: 3)', 'Google Cloud Storage allows creating folders, uploading data, and managing permissions, and offers features such as object storage, providing options for different storage types and regions. (Relevance: 2)', "Bigtable's performance is suitable for OLAP and MapReduce operations, designed to store key-value pairs, but not recommended for multi-row transactions or online transaction processing, and not ideal for storing individual elements larger than 10 megabytes. (Relevance: 1)"]}, {'end': 10389.657, 'start': 10023.248, 'title': 'Google cloud storage services', 'summary': 'Covers the setup and management of google cloud storage services, including big table, cloud data store, and cloud spanner, emphasizing the cost implications and features of each service.', 'duration': 366.409, 'highlights': ['Google Cloud offers various storage services such as Big Table, Cloud Data Store, and Cloud Spanner, each with different cost implications and features, impacting the choice of service based on data size and access frequency.', 'Cloud Data Store is suitable for small data and infrequent access, while Cloud Big Table is more cost-effective for larger amounts of data and frequent access, emphasizing the importance of choosing the right service based on data characteristics.', 'The creation and management of entities in Cloud Data Store, including options for creating entities, adding properties, and the availability of documentation for further learning and exploration.', 'The need for DBMS feature support led to the creation of Cloud Spanner, a service built on top of Big Table, providing additional features and support for complex data management, demonstrating the continuous development and expansion of Google Cloud storage offerings.']}], 'duration': 993.336, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I889396321.jpg', 'highlights': ['Bigtable powers Google services like Gmail and Google Maps, offering real-time access to petabytes of data. (Relevance: 5)', 'Bigtable offers 10,000 rows per second for reads and writes, 220 megabytes per second for scans, and 2.5 terabytes of storage. (Relevance: 4)', 'Retention policy specifies the minimum duration for protecting objects from deletion or modification after upload. (Relevance: 3)', 'Google Cloud offers various storage services such as Big Table, Cloud Data Store, and Cloud Spanner, each with different cost implications and features. (Relevance: 2)', 'You can give additional permissions at bucket level using IAM or object level permissions using access control list. (Relevance: 1)']}, {'end': 11238.242, 'segs': [{'end': 10579.765, 'src': 'embed', 'start': 10554.748, 'weight': 1, 'content': [{'end': 10562.029, 'text': 'So you can click on Create Instance here, and then you can choose one of the database which you would want to use.', 'start': 10554.748, 'duration': 7.281}, {'end': 10565.35, 'text': 'So Cloud SQL is a managed service.', 'start': 10562.509, 'duration': 2.841}, {'end': 10569.991, 'text': 'You can choose one of your MySQL or Postgres and SQL Server.', 'start': 10565.73, 'duration': 4.261}, {'end': 10572.191, 'text': 'Say, for example, I choose MySQL.', 'start': 10570.411, 'duration': 1.78}, {'end': 10576.085, 'text': 'that basically tells me what is the instance id.', 'start': 10573.144, 'duration': 2.941}, {'end': 10578.005, 'text': 'it sets up a password.', 'start': 10576.085, 'duration': 1.92}, {'end': 10579.765, 'text': 'you can always change the password.', 'start': 10578.005, 'duration': 1.76}], 'summary': 'Cloud sql offers managed services for mysql, postgres, and sql server instances, allowing users to set up and change passwords.', 'duration': 25.017, 'max_score': 10554.748, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8810554748.jpg'}, {'end': 10772.003, 'src': 'embed', 'start': 10743.179, 'weight': 0, 'content': [{'end': 10750.222, 'text': 'Now, BigQuery, when it comes to pricing, we need to remember that the storage cost is very less here.', 'start': 10743.179, 'duration': 7.043}, {'end': 10754.476, 'text': 'approximately 0.02 cents per GB per month.', 'start': 10750.635, 'duration': 3.841}, {'end': 10763.92, 'text': 'It is almost similar to Nearline where you can also have low cost that is 0.01 cents per GB per month.', 'start': 10755.117, 'duration': 8.803}, {'end': 10767.381, 'text': 'There is no charge for reading data from storage.', 'start': 10764.32, 'duration': 3.061}, {'end': 10772.003, 'text': "When it comes to querying and that's where the cost is incurred.", 'start': 10767.841, 'duration': 4.162}], 'summary': 'Bigquery storage cost: 0.02 cents/gb/month, querying incurs additional cost.', 'duration': 28.824, 'max_score': 10743.179, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8810743179.jpg'}], 'start': 10389.657, 'title': 'Google cloud services overview', 'summary': 'Introduces advanced services like cloud spanner, cloud sql, and bigquery, highlighting features such as multi-region deployment, massive scalability, pricing, storage options, data loading methods, cost-effectiveness, and integration with other google cloud services.', 'chapters': [{'end': 10742.559, 'start': 10389.657, 'title': 'Google cloud services overview', 'summary': 'Introduces advanced services like cloud spanner, a managed, globally consistent and scalable relational database, with multi-region deployment and massive scalability, followed by cloud sql, a fully managed relational database service with support for mysql, postgres, and sql server, and lastly, bigquery, a big data warehouse service offering scalability, speed, and cost-effectiveness.', 'duration': 352.902, 'highlights': ['Cloud Spanner is a managed, mission-critical, globally consistent and scalable relational database, released in 2017, offering strong consistency for all SQL-based queries and multi-region deployment.', 'Cloud SQL is a managed service offering fully managed relational MySQL, Postgres, and SQL Server databases, supporting terabytes of storage capacity with 40,000 IOPS and huge amounts of RAM per instance.', 'BigQuery is a big data warehouse service offering features such as processing billions of rows in seconds, real-time analysis of streaming data, and cost-effectiveness by paying only for what is used.', 'BigQuery initially had its own version of SQL, but in 2016, BigQuery 2 was released that supports SQL 2011 standard, allowing users to select standard SQL for queries.', "Cloud Spanner is one of Google's most expensive database services, providing low latency, schema updates without downtime, high availability, and reliability.", 'BigQuery brings ease of implementation and speed, allowing users to load data and pay only for what is used, and offering the capability to process billions of rows in seconds and real-time analysis of streaming data.']}, {'end': 11238.242, 'start': 10743.179, 'title': 'Google cloud services overview', 'summary': "Introduces bigquery's pricing, storage options, data loading methods, and dataproc's managed service for running big data workloads, highlighting its features, cost-effectiveness, and integration with other google cloud services.", 'duration': 495.063, 'highlights': ['The storage cost for BigQuery is approximately 0.02 cents per GB per month, making it cost-efficient for high volume customers.', 'Data querying in BigQuery offers 1 TB per month for free, with additional costs incurred after that, mainly targeting high volume customers.', 'Data loading into BigQuery can be done from various sources such as cloud storage, google drive, cloud data store, and more, with the option to upload 10 megabyte or less files using the web interface.', 'DataProc is a managed service for running spark or hadoop jobs, providing cost-effectiveness by charging only when jobs are running and integrating with other Google Cloud services.', 'DataProc allows users to set up clusters, choose machine configurations, and submit jobs for big data processing, providing seamless cluster management and access control.', 'The access control for DataProc is fine-grained, allowing control at the project level, Dataproc cluster level, or worker nodes level.', 'DataProc utilizes compute engine instances, creating and managing clusters, and provides visibility into cluster details, logs, and job submissions for effective job management.', 'Users can submit various types of jobs in DataProc clusters, including Hadoop, Spark, Hive, Pig, and Presto, and run jar files for application execution.']}], 'duration': 848.585, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8810389657.jpg', 'highlights': ['Cloud Spanner offers strong consistency for all SQL-based queries and multi-region deployment.', 'Cloud SQL supports terabytes of storage capacity with 40,000 IOPS and huge amounts of RAM per instance.', 'BigQuery processes billions of rows in seconds, offers real-time analysis of streaming data, and is cost-effective by paying only for what is used.', 'BigQuery 2 supports SQL 2011 standard, allowing users to select standard SQL for queries.', 'BigQuery storage cost is approximately 0.02 cents per GB per month, making it cost-efficient for high volume customers.', 'DataProc provides cost-effectiveness by charging only when jobs are running and integrates with other Google Cloud services.', 'DataProc allows users to set up clusters, choose machine configurations, and submit jobs for big data processing.', 'DataProc utilizes compute engine instances, creating and managing clusters, and provides visibility into cluster details, logs, and job submissions for effective job management.']}, {'end': 12408.432, 'segs': [{'end': 12164.802, 'src': 'embed', 'start': 12134.657, 'weight': 2, 'content': [{'end': 12145.861, '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': 12134.657, 'duration': 11.204}, {'end': 12157.917, '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': 12145.861, 'duration': 12.056}, {'end': 12164.802, 'text': 'or your BigQuery, where you can have your Hadoop clusters running or store huge amount of data,', 'start': 12157.917, 'duration': 6.885}], 'summary': 'Gcp offers competitive pricing for various services like compute engine, dataproc, bigtable, and bigquery.', 'duration': 30.145, 'max_score': 12134.657, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8812134657.jpg'}, {'end': 12225.177, 'src': 'embed', 'start': 12190.162, 'weight': 4, 'content': [{'end': 12192.763, 'text': 'When you talk about live migration of apps.', 'start': 12190.162, 'duration': 2.601}, {'end': 12202.347, 'text': 'this is one of the features which organizations usually like, which none of other competitors are offering when it comes to live migration of apps.', 'start': 12192.763, 'duration': 9.584}, {'end': 12204.868, 'text': 'So there are specific features.', 'start': 12202.927, 'duration': 1.941}, {'end': 12210.33, 'text': 'For example, when you talk about Compute Engine, there is a feature stating live migration,', 'start': 12204.908, 'duration': 5.422}, {'end': 12216.652, 'text': 'wherein your resources or your instances which are running applications would be migrated.', 'start': 12210.33, 'duration': 6.322}, {'end': 12225.177, 'text': "during maintenance from one underlying host to another underlying host without affecting your application's performance.", 'start': 12216.932, 'duration': 8.245}], 'summary': 'Live migration of apps in compute engine assures performance during maintenance.', 'duration': 35.015, 'max_score': 12190.162, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8812190162.jpg'}, {'end': 12255.209, 'src': 'embed', 'start': 12230.01, 'weight': 0, 'content': [{'end': 12238.075, 'text': "Google Cloud has various offerings in big data space, and that's one of the advantages of GCP in comparison to other competitors.", 'start': 12230.01, 'duration': 8.065}, {'end': 12248.082, 'text': 'You have different services for your big data needs, such as PubSub for publish, subscribing, messaging system, or going for data proc.', 'start': 12238.375, 'duration': 9.707}, {'end': 12255.209, 'text': 'which basically allows you to spin up your Hadoop and Spark clusters to run your different jobs and so on.', 'start': 12248.642, 'duration': 6.567}], 'summary': 'Google cloud offers various big data services, including pubsub and dataproc, giving it an advantage over competitors.', 'duration': 25.199, 'max_score': 12230.01, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8812230010.jpg'}, {'end': 12330.93, 'src': 'embed', 'start': 12304.081, 'weight': 5, 'content': [{'end': 12309.425, 'text': 'there is high reliability, flexibility or scalability which gcp offers,', 'start': 12304.081, 'duration': 5.344}, {'end': 12322.112, 'text': 'and the cost effectiveness really makes it as a good choice when you would want to benefit from infrastructure modernization and using a cloud platform solution for your use case.', 'start': 12309.425, 'duration': 12.687}, {'end': 12328.035, 'text': 'now, when you talk about different types of web hosting, google cloud offers three types of web hosting.', 'start': 12322.112, 'duration': 5.923}, {'end': 12330.93, 'text': 'you have wordpress now.', 'start': 12328.789, 'duration': 2.141}], 'summary': 'Gcp offers high reliability, flexibility, and cost effectiveness for web hosting, with three types of hosting including wordpress.', 'duration': 26.849, 'max_score': 12304.081, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8812304081.jpg'}], 'start': 11238.462, 'title': 'Google cloud platform services', 'summary': "Delves into exploring google cloud platform managed services like kubernetes, cloud functions, networking, and monitoring. it also provides an overview of gcp services, comparing them with aws in terms of market share, services offered, pricing, and instances configuration, and it compares gcp and aws for web hosting, highlighting gcp's advantages.", 'chapters': [{'end': 11306.907, 'start': 11238.462, 'title': 'Google cloud platform services', 'summary': 'Discusses exploring and learning about various managed services offered by google cloud platform, including kubernetes, cloud functions, networking and monitoring services, along with specific examples like published-subscribed messaging systems and kafka.', 'duration': 68.445, 'highlights': ['Google Cloud Platform offers a variety of managed services for different purposes, such as Kubernetes, cloud functions, networking, monitoring, and big data specific services.', 'Specific examples like published-subscribed messaging systems and Kafka are mentioned as real-time managed services provided by Google Cloud Platform.', 'Google provides comprehensive documentation for each of the services it offers, aiding in the learning process.']}, {'end': 11877.841, 'start': 11308.061, 'title': 'Google cloud platform services overview', 'summary': 'Provides an overview of google cloud platform services, comparing them with amazon web services (aws) in terms of market share, services offered, pricing, and instances configuration. it also discusses the ongoing debate and comparison between aws and gcp.', 'duration': 569.78, 'highlights': ["AWS contributes 47% of the cloud market share, compared to GCP's 4%. Amazon Web Services (AWS) holds a significant 47% market share in the cloud computing market, while Google Cloud Platform (GCP) contributes only 4%, indicating AWS's dominance in the market.", "GCP offers a significant cost reduction in comparison to AWS for compute instances and cloud storage. The cost for a CPU instance or regional storage provided by GCP is notably cheaper, resulting in a 25% annual cost reduction when compared to AWS for similar configurations. GCP's cloud storage cost is also lower at 2 cents per GB per month.", 'AWS provides access to almost all services for an entire year with usage limits, while GCP offers $300 in credit and always free usage limits. AWS offers access to almost all services for a year with usage limits, while GCP provides $300 in credit over a 12-month period and always free usage limits, allowing users to use a small instance and 5GB of cloud storage for free.', "GCP offers flexible and cost-effective instance configuration, providing preemptible instances at a fixed price, unlike AWS's spot instances. Google Cloud Platform offers flexible instance configuration, including preemptible instances at 80% off the on-demand price, reducing compute engine costs significantly. This stands in contrast to AWS's spot instances, which fluctuate in price and are not offered at a fixed rate."]}, {'end': 12408.432, 'start': 11877.841, 'title': 'Gcp vs aws: the ultimate comparison', 'summary': "Compares google cloud platform (gcp) and aws for web hosting, highlighting gcp's advantages such as better pricing, speed, live migration of apps, big data offerings, high productivity, security, reliability, flexibility, and cost effectiveness.", 'duration': 530.591, 'highlights': ['GCP offers better pricing compared to its competitors, providing options for infrastructure as a service, managed services, and data warehousing, contributing to cost efficiency. GCP pricing is advantageous in comparison to other competitors, offering infrastructure as a service like compute engine instances, managed services like Dataproc or Bigtable, and data warehousing options for structured data.', 'Google Cloud Platform provides fast speed and increased project performance through its various services, enhancing user experience. GCP offers fast speed and increased project performance through its services, contributing to a better user experience and project efficiency.', "GCP's live migration feature for apps during maintenance is a unique advantage not offered by its competitors, ensuring continuous application performance. GCP's live migration feature allows for seamless migration of app instances during maintenance, ensuring continuous application performance, which is not offered by its competitors.", 'Google Cloud Platform offers various big data offerings, including PubSub and DataProc, providing a comprehensive solution for big data needs. GCP offers various big data services like PubSub for messaging and DataProc for running Hadoop and Spark clusters, providing a comprehensive solution for big data needs.', 'GCP provides high productivity, security, reliability, flexibility, scalability, and cost effectiveness, making it a robust choice for infrastructure modernization and cloud platform solutions. GCP offers high productivity, security, reliability, flexibility, scalability, and cost effectiveness, making it a robust choice for infrastructure modernization and cloud platform solutions.']}], 'duration': 1169.97, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8811238462.jpg', 'highlights': ['Google Cloud Platform offers a variety of managed services for different purposes, such as Kubernetes, cloud functions, networking, monitoring, and big data specific services.', "AWS contributes 47% of the cloud market share, compared to GCP's 4%.", 'GCP offers a significant cost reduction in comparison to AWS for compute instances and cloud storage.', 'GCP offers better pricing compared to its competitors, providing options for infrastructure as a service, managed services, and data warehousing, contributing to cost efficiency.', "GCP's live migration feature for apps during maintenance is a unique advantage not offered by its competitors, ensuring continuous application performance.", 'GCP provides high productivity, security, reliability, flexibility, scalability, and cost effectiveness, making it a robust choice for infrastructure modernization and cloud platform solutions.']}, {'end': 13423.312, 'segs': [{'end': 12511.621, 'src': 'embed', 'start': 12408.813, 'weight': 0, 'content': [{'end': 12415.64, 'text': 'So the challenges which were faced here was traffic on Boxing Day caused website crash for almost 18 hours,', 'start': 12408.813, 'duration': 6.827}, {'end': 12419.304, 'text': 'and this is something which had a devastating effect on their business.', 'start': 12415.64, 'duration': 3.664}, {'end': 12422.628, 'text': 'The previous platform had no scalability option.', 'start': 12419.945, 'duration': 2.683}, {'end': 12430.74, 'text': 'What was the solution? The movement of website during the peak time was easy due to flexibility of GCP platform.', 'start': 12423.049, 'duration': 7.691}, {'end': 12435.447, 'text': 'With rapid VM deployment on Google Compute Engine.', 'start': 12431.061, 'duration': 4.386}, {'end': 12441.773, 'text': 'the environments were monitored and destroyed in minutes, so the team could test and deploy at speed.', 'start': 12435.447, 'duration': 6.326}, {'end': 12450.936, 'text': 'By using Google Cloud SQL, Lush took complete control of its infrastructure and optimized its systems for effective scaling.', 'start': 12442.253, 'duration': 8.683}, {'end': 12456.958, 'text': 'Overall, the platform resulted in lower cost that led to a bright future for Lush Cosmetics.', 'start': 12451.316, 'duration': 5.642}, {'end': 12466.565, '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': 12457.398, 'duration': 9.167}, {'end': 12469.828, 'text': 'The infrastructure hosting costs were reduced by 40%.', 'start': 12466.946, 'duration': 2.882}, {'end': 12478.555, 'text': "Streamline data center usage from 5 to 3 with Google's high-quality private network really benefited Lush,", 'start': 12469.828, 'duration': 8.727}, {'end': 12483.439, 'text': 'and it provided a flexible architecture and scalability for future business growth.', 'start': 12478.555, 'duration': 4.884}, {'end': 12499.274, 'text': 'now what we have seen here is that your google cloud and its web hosting basically offers users to run their websites or use a web hosting solution that can benefit in more than one way.', 'start': 12484.045, 'duration': 15.229}, {'end': 12507.358, 'text': 'the simplest approach could be seen is by clicking and setting up a vm instance by going to your console.', 'start': 12499.274, 'duration': 8.084}, {'end': 12511.621, 'text': 'for example, if we go in to the google cloud platform,', 'start': 12507.358, 'duration': 4.263}], 'summary': "Google cloud platform improved website's scalability, reduced hosting costs by 40%, and optimized infrastructure for lush cosmetics, resulting in a brighter future.", 'duration': 102.808, 'max_score': 12408.813, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8812408813.jpg'}, {'end': 13152.648, 'src': 'embed', 'start': 13105.273, 'weight': 2, 'content': [{'end': 13112.515, 'text': 'the Datalab, BigQuery and cloud machine learning features make it a great choice for business intelligence,', 'start': 13105.273, 'duration': 7.242}, {'end': 13114.935, 'text': 'large-scale analytics and machine learning.', 'start': 13112.515, 'duration': 2.42}, {'end': 13121.736, 'text': 'Its best-in-class performance and low cost makes Google Cloud popular and sought after.', 'start': 13116.135, 'duration': 5.601}, {'end': 13128.738, 'text': 'Technology giants like Spotify and Apple have implemented the Google Cloud platform at their organizations.', 'start': 13121.756, 'duration': 6.982}, {'end': 13137.099, 'text': 'And healthcare and consumer goods leaders like Philips and Coca-Cola are migrating to Google Cloud for their data analytics needs.', 'start': 13129.435, 'duration': 7.664}, {'end': 13148.085, 'text': 'A Google data engineer with expertise in Google Cloud, machine learning and BigQuery earns $102, 000 per year on average,', 'start': 13138.04, 'duration': 10.045}, {'end': 13152.648, 'text': 'and the demand for Google data engineer certifications has never been higher.', 'start': 13148.085, 'duration': 4.563}], 'summary': "Google cloud's features attract giants like spotify and apple. google data engineers earn $102,000/year on average.", 'duration': 47.375, 'max_score': 13105.273, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8813105273.jpg'}, {'end': 13267.622, 'src': 'embed', 'start': 13241.878, 'weight': 7, 'content': [{'end': 13248.284, 'text': 'When you use the Google Cloud Platform, you are empowered to build, test, and deploy applications at Google scale.', 'start': 13241.878, 'duration': 6.406}, {'end': 13251.292, 'text': 'The move to the cloud is happening today.', 'start': 13249.551, 'duration': 1.741}, {'end': 13253.553, 'text': 'There is a broad industry adoption.', 'start': 13251.732, 'duration': 1.821}, {'end': 13257.776, 'text': 'When I teach classes, I see the pace accelerating across all companies.', 'start': 13254.214, 'duration': 3.562}, {'end': 13266.501, 'text': 'Forbes projects a 19% growth rate to $140 billion US on cloud services by 2019.', 'start': 13258.657, 'duration': 7.844}, {'end': 13267.622, 'text': 'How can you move to the cloud?', 'start': 13266.501, 'duration': 1.121}], 'summary': 'Google cloud platform enables building, testing, and deploying applications at scale. forbes projects 19% growth to $140 billion us on cloud services by 2019.', 'duration': 25.744, 'max_score': 13241.878, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8813241878.jpg'}], 'start': 12408.813, 'title': 'Cloud migration and platform training', 'summary': "Highlights lush cosmetics' success in reducing infrastructure hosting costs by 40% through google cloud platform migration and improved website availability. additionally, it discusses setting up ec2 instances for web hosting and the benefits of learning google cloud platform, including industry adoption and demand for data engineer certifications.", 'chapters': [{'end': 12587.03, 'start': 12408.813, 'title': 'Lush cosmetics gcp success', 'summary': 'Highlights how lush cosmetics overcame website crashes and improved scalability by migrating to google cloud platform, resulting in a 40% reduction in infrastructure hosting costs and improved availability during peak loads.', 'duration': 178.217, 'highlights': ['Lush Cosmetics achieved a 40% reduction in infrastructure hosting costs after migrating to Google Cloud Platform.', "The availability during peak loads was improved due to Google Compute Engine's auto-scaling feature.", 'The movement of the website during peak times was made easy due to the flexibility of the GCP platform, allowing rapid VM deployment and monitoring.', 'The previous platform had no scalability option, leading to traffic on Boxing Day causing a website crash for almost 18 hours, which had a devastating effect on their business.', 'Lush took complete control of its infrastructure and optimized its systems for effective scaling by using Google Cloud SQL.', "Streamlining data center usage from 5 to 3 with Google's high-quality private network resulted in benefits for Lush Cosmetics.", 'The GCP platform provided a flexible architecture and scalability for future business growth.', 'Setting up a VM instance on Google Cloud Platform can be done through the console, offering flexibility in choosing configuration options for different website needs.']}, {'end': 13020.264, 'start': 12587.47, 'title': 'Ec2 instance setup & web hosting', 'summary': 'Discusses setting up an ec2 instance, configuring firewall rules to allow http/https traffic, using ssh to connect to the instance, installing and testing an apache web server, and hosting a website on the ec2 instance.', 'duration': 432.794, 'highlights': ['The chapter discusses setting up an EC2 instance, configuring firewall rules to allow HTTP/HTTPS traffic, using SSH to connect to the instance, installing and testing an Apache web server, and hosting a website on the EC2 instance. Setting up an EC2 instance, configuring firewall rules, using SSH to connect, installing and testing an Apache web server, hosting a website on the EC2 instance.', 'The default firewall rules for the instance allow default HTTP, HTTPS, ICMP, internal access, RDP, and SSH access. Default firewall rules include default HTTP, HTTPS, ICMP, internal access, RDP, and SSH access.', 'The Apache web server is accessible via HTTP, as confirmed by accessing the public IP and checking the Apache 2 web server page. Confirmation of Apache web server accessibility via HTTP using the public IP.', 'A demonstration of creating and testing a custom HTML page, including moving and restarting the Apache server to display the new page. Demonstration of creating and testing a custom HTML page, including moving and restarting the Apache server.']}, {'end': 13423.312, 'start': 13020.264, 'title': 'Google cloud platform training', 'summary': 'Discusses the benefits of learning google cloud platform, including its industry adoption and the demand for google data engineer certifications, with a focus on the simply learn cp100a training course, offering an overview of google cloud platform, covering its data processing capabilities and use case studies.', 'duration': 403.048, 'highlights': ['The demand for Google data engineer certifications has never been higher, with an average annual salary of $102,000.', "Google's Big Cloud Data and Machine Learning platform provides cloud databases, managed Hadoop and Spark services, making it a great choice for business intelligence, large-scale analytics and machine learning.", 'Forbes projects a 19% growth rate to $140 billion US on cloud services by 2019, indicating a significant industry adoption and growth in cloud services.', 'The Simply Learn CP100A training course offers a thorough overview of the Google Cloud Platform, covering its data processing capabilities, with various use case studies, and includes eight hours of instructor-led training modules on Big Data and Machine Learning with the Google Cloud.']}], 'duration': 1014.499, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/Y4gb4Ce-I88/pics/Y4gb4Ce-I8812408813.jpg', 'highlights': ['Lush Cosmetics achieved a 40% reduction in infrastructure hosting costs after migrating to Google Cloud Platform.', "The availability during peak loads was improved due to Google Compute Engine's auto-scaling feature.", 'The demand for Google data engineer certifications has never been higher, with an average annual salary of $102,000.', 'The movement of the website during peak times was made easy due to the flexibility of the GCP platform, allowing rapid VM deployment and monitoring.', "Google's Big Cloud Data and Machine Learning platform provides cloud databases, managed Hadoop and Spark services, making it a great choice for business intelligence, large-scale analytics and machine learning.", 'The GCP platform provided a flexible architecture and scalability for future business growth.', 'Setting up a VM instance on Google Cloud Platform can be done through the console, offering flexibility in choosing configuration options for different website needs.', 'Forbes projects a 19% growth rate to $140 billion US on cloud services by 2019, indicating a significant industry adoption and growth in cloud services.']}], 'highlights': ['Google Cloud Platform (GCP) has experienced an increase in utilization due to high demand for computing resources, highlighting its growing significance in the market.', "Ferrero implemented Google Cloud's BigQuery for hyper-fast and efficient data analysis, allowing storage of structured data without paying for up to one terabyte, resulting in reliable, fast, and affordable data analysis.", 'The chapter provides an overview of Google Cloud Platform, detailing its identity access management, key services like Compute Engine, Bigtable, VPC, and tools like Cloud Build and deployment manager.', 'Configuring the gigabyte size of the instance, allowing for scalability and future disk additions.', 'You can create a firewall rule to enable access to your machine from an external service or to an external service.', 'You can choose a default storage class for a storage bucket, with options such as standard, near line, and cold line, tailored for different use cases.', 'Google Cloud Platform (GCP) offers better pricing, speed, performance, and unique live migration of apps.', 'Compute Engine offers scalable, high performance virtual machines with access to high performance networking infrastructure and block storage.', 'Bigtable powers Google services like Gmail and Google Maps, offering real-time access to petabytes of data.', 'Cloud Spanner offers strong consistency for all SQL-based queries and multi-region deployment.', 'Lush Cosmetics achieved a 40% reduction in infrastructure hosting costs after migrating to Google Cloud Platform.', "The availability during peak loads was improved due to Google Compute Engine's auto-scaling feature.", 'The demand for Google data engineer certifications has never been higher, with an average annual salary of $102,000.', 'Forbes projects a 19% growth rate to $140 billion US on cloud services by 2019, indicating a significant industry adoption and growth in cloud services.']}