title
Google Cloud Platform Tutorial | GCP Tutorial | Google Cloud Platform For Beginners | 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=CloudComputing-vACTtmLWiQY&utm_medium=DescriptionFF&utm_source=youtube 🔥 Caltech Cloud Computing Bootcamp (US Only): https://www.simplilearn.com/cloud-computing-bootcamp-certification-course?utm_campaign=CloudComputing-vACTtmLWiQY&utm_medium=DescriptionFF&utm_source=youtube The Google Cloud Platform Tutorial video will cover all the important concepts of Google Cloud Platform. Google Cloud Platform is a set of cloud computing services provided by Google that runs on the same infrastructure that Google uses for its end-user products like, YouTube, Gmail and more. In this video, we will be looking into why and what is Cloud Computing, what is Google Cloud Platform and its benefits, Google Cloud Platform Services and we will be comparing AWS, Azure and GCP. Then we will look into a dominos pizza use case, followed by a demo. In the first demo, we will create a Linux virtual machine instance in the Compute Engine using the Google Cloud Console. In the second demo, we will perform basic tasks in Cloud Storage using the Google Cloud Console. And finally, in the last demo, we will perform three basic tasks: creating a Cloud Storage bucket, uploading your image to Cloud Storage and making it public and making a request to the Vision API with that image. In this video we will be covering the following topics: Google Cloud Platform Tutorial 00:00 1. Why Cloud Computing? 01:08 2. What is Cloud Computing? 02:45 3. What is Google Cloud Platform? 10:23 4. Benefits of Google Cloud Platform 10:33 5. Google Cloud Platform Services 11:33 6. Google’s Infrastructure 12:03 7. GCP vs AWS vs Azure 14:33 8. Domino’s Pizza Use Case 35:02 9. Hands-on GCP 38:12 ✅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 #GoogleCloudPlatformTutorialForBeginners #WhatIsGoogleCloudPlatform #GoogleCloudTutorial #GCPTutorial #simplilearn 🔥Enroll for FREE Cloud Computing Course & Get your Completion Certificate: https://www.simplilearn.com/skillup-free-online-courses?utm_campaign=Skillup-CloudComputing&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=CloudComputing-vACTtmLWiQY&utm_medium=Description&utm_source=youtube 🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688

detail
{'title': 'Google Cloud Platform Tutorial | GCP Tutorial | Google Cloud Platform For Beginners | Simplilearn', 'heatmap': [{'end': 641.595, 'start': 579.047, 'weight': 0.911}, {'end': 875.214, 'start': 693.797, 'weight': 0.885}, {'end': 990.375, 'start': 919.197, 'weight': 0.863}, {'end': 1396.432, 'start': 1334.711, 'weight': 0.851}, {'end': 1862.553, 'start': 1793.362, 'weight': 0.776}, {'end': 2442.27, 'start': 2253.009, 'weight': 1}, {'end': 2904.799, 'start': 2778.782, 'weight': 0.776}, {'end': 3600.625, 'start': 3536.761, 'weight': 0.723}], 'summary': "The tutorial covers the overview of google cloud platform (gcp) and its benefits, cloud computing advantages, virtual server features, serverless computing benefits, compute services, networking setup, compute engine features, and storage services, including a use case of domino's pizza with a 6% revenue increase using google analytics premium, google tag manager, and bigquery.", 'chapters': [{'end': 364.239, 'segs': [{'end': 54.7, 'src': 'embed', 'start': 8.513, 'weight': 0, 'content': [{'end': 9.333, 'text': 'good morning and good evening.', 'start': 8.513, 'duration': 0.82}, {'end': 17.538, 'text': 'everyone welcome to this tutorial about google cloud platform, and here we will learn about cloud computing.', 'start': 9.333, 'duration': 8.205}, {'end': 19.299, 'text': 'what is cloud computing?', 'start': 17.538, 'duration': 1.761}, {'end': 21.721, 'text': 'what is gcp?', 'start': 19.299, 'duration': 2.422}, {'end': 23.802, 'text': 'that is your google cloud platform.', 'start': 21.721, 'duration': 2.081}, {'end': 28.925, 'text': 'what are the benefits of google cloud platform and what are its different services?', 'start': 23.802, 'duration': 5.123}, {'end': 40.609, 'text': "little bit about google's infrastructure a comparison of different cloud providers, such as google offering gcp, that is, google's cloud platform,", 'start': 29.961, 'duration': 10.648}, {'end': 46.273, 'text': 'amazon offering amazon web services, and microsoft, which offers azure.', 'start': 40.609, 'duration': 5.664}, {'end': 54.7, 'text': "we will also learn about domino's pizza use case and then have a quick demo on using some of the services on gcp.", 'start': 46.273, 'duration': 8.427}], 'summary': "Introduction to google cloud platform and its benefits and services, including a comparison with other cloud providers, followed by a domino's pizza use case and a demo on gcp services.", 'duration': 46.187, 'max_score': 8.513, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY8513.jpg'}, {'end': 116.535, 'src': 'embed', 'start': 88.188, 'weight': 3, 'content': [{'end': 99.991, 'text': 'The challenges which Nina was facing were low memory space whenever required for processing or for any other kind of application-related work,', 'start': 88.188, 'duration': 11.803}, {'end': 105.152, 'text': 'high traffic to website that crashed it and also less number of servers.', 'start': 99.991, 'duration': 5.161}, {'end': 116.535, 'text': 'Now, with these challenges, she was then referred to concept of cloud computing and how that could benefit and help her in solving her issues.', 'start': 107.033, 'duration': 9.502}], 'summary': 'Nina faced low memory, high website traffic, and few servers. cloud computing was suggested to address her challenges.', 'duration': 28.347, 'max_score': 88.188, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY88188.jpg'}, {'end': 303.545, 'src': 'embed', 'start': 247.509, 'weight': 4, 'content': [{'end': 259.035, 'text': 'So users could be using on demand computing resources or memory resources, storage network and so on provided by cloud provider,', 'start': 247.509, 'duration': 11.526}, {'end': 261.278, 'text': 'and also do a self service.', 'start': 259.035, 'duration': 2.243}, {'end': 272.326, 'text': 'All this is possible using a simple interface and users can be using processing power storage network as they need and pay as they go.', 'start': 262.461, 'duration': 9.865}, {'end': 275.768, 'text': 'So there is least or no human intervention required.', 'start': 272.826, 'duration': 2.942}, {'end': 282.811, 'text': 'When it comes to projects which might need scalable network access.', 'start': 276.448, 'duration': 6.363}, {'end': 290.935, 'text': 'cloud computing offers broad network access, that is, accessing resources over network across geographical regions,', 'start': 282.811, 'duration': 8.124}, {'end': 298.932, 'text': 'or what we call as availability zones, which might be multiple sites within a particular geographical region.', 'start': 290.935, 'duration': 7.997}, {'end': 303.545, 'text': 'Cloud providers also have we call as resource pooling,', 'start': 299.772, 'duration': 3.773}], 'summary': 'Cloud computing provides on-demand resources and self-service, with scalability and broad network access, requiring least human intervention.', 'duration': 56.036, 'max_score': 247.509, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY247509.jpg'}, {'end': 356.663, 'src': 'embed', 'start': 327.794, 'weight': 6, 'content': [{'end': 338.637, 'text': 'If an IT business or any other business needs rapid elasticity, then cloud providers also have resources which are offered which are elastic.', 'start': 327.794, 'duration': 10.843}, {'end': 344.119, 'text': 'You can get more resources rapidly as needed and thus you can scale up and down.', 'start': 339.258, 'duration': 4.861}, {'end': 356.663, 'text': 'Think of a gaming company which would be interested in launching a new game and they would have predicted a certain number of users which would get onto the portal playing the game.', 'start': 344.659, 'duration': 12.004}], 'summary': 'Cloud providers offer elastic resources for rapid scalability, beneficial for businesses like gaming companies.', 'duration': 28.869, 'max_score': 327.794, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY327794.jpg'}], 'start': 8.513, 'title': 'Google cloud platform and cloud computing use case', 'summary': "Provides an overview of google cloud platform (gcp), including its benefits, services, and a use case of domino's pizza. it also illustrates a cloud computing use case for website development, addressing challenges and benefits such as on-demand memory space, load balancing, and cost-efficient scaling.", 'chapters': [{'end': 54.7, 'start': 8.513, 'title': 'Google cloud platform tutorial', 'summary': "Provides an overview of google cloud platform (gcp) including its benefits, services, comparison with other cloud providers, and a use case of domino's pizza, followed by a quick demo.", 'duration': 46.187, 'highlights': ['The tutorial covers an overview of Google Cloud Platform (GCP), including its benefits and services.', "It includes a comparison of different cloud providers such as Google's GCP, Amazon Web Services, and Microsoft Azure.", "The use case of Domino's pizza in utilizing GCP is discussed.", 'The chapter concludes with a quick demo showcasing the usage of some GCP services.']}, {'end': 364.239, 'start': 56.536, 'title': 'Cloud computing use case for website development', 'summary': "Illustrates a use case of nina's website development company, addressing challenges such as low memory space, high website traffic, and limited servers, which were resolved by adopting cloud computing, offering benefits like on-demand memory space, load balancing, cost-efficient scaling, and self-service access to computing resources.", 'duration': 307.703, 'highlights': ["Cloud computing benefits resolved Nina's challenges by offering on-demand memory space, load balancing, and cost-efficient scaling. Nina's challenges of low memory space, high website traffic, and limited servers were addressed by cloud computing, providing benefits such as on-demand memory space, load balancing, and cost-efficient scaling.", 'Cloud computing provides self-service access to computing resources, allowing users to pay as they go with least human intervention required. Cloud computing offers self-service access to computing resources, enabling users to pay as they go with minimal human intervention required.', 'Cloud computing offers broad network access across geographical regions and availability zones, along with resource pooling for cost-effective shared resources. Cloud computing provides broad network access across geographical regions, availability zones, and resource pooling for cost-effective shared resources.', 'Cloud providers offer dedicated resources for customers not interested in sharing, as well as elastic resources for rapid scalability. Cloud providers offer dedicated resources for customers not interested in sharing, as well as elastic resources for rapid scalability.']}], 'duration': 355.726, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY8513.jpg', 'highlights': ['The tutorial covers an overview of Google Cloud Platform (GCP), including its benefits and services.', "The use case of Domino's pizza in utilizing GCP is discussed.", 'The chapter concludes with a quick demo showcasing the usage of some GCP services.', "Cloud computing benefits resolved Nina's challenges by offering on-demand memory space, load balancing, and cost-efficient scaling.", 'Cloud computing provides self-service access to computing resources, allowing users to pay as they go with least human intervention required.', 'Cloud computing offers broad network access across geographical regions and availability zones, along with resource pooling for cost-effective shared resources.', 'Cloud providers offer dedicated resources for customers not interested in sharing, as well as elastic resources for rapid scalability.', 'Cloud computing offers self-service access to computing resources, enabling users to pay as they go with minimal human intervention required.']}, {'end': 919.197, 'segs': [{'end': 641.595, 'src': 'heatmap', 'start': 541.973, 'weight': 0, 'content': [{'end': 551.518, 'text': 'or organizations which are partnering with these main cloud providers, thus offering cloud services to their customers.', 'start': 541.973, 'duration': 9.545}, {'end': 558.762, 'text': 'when we talk about why google cloud platform, there are various reasons why someone would choose google cloud platform.', 'start': 551.518, 'duration': 7.244}, {'end': 562.942, 'text': 'GCP has better pricing compared to its competitors.', 'start': 559.741, 'duration': 3.201}, {'end': 570.344, 'text': 'When it comes to speed and performance, it is very fast and increases the performance of the project.', 'start': 564.222, 'duration': 6.122}, {'end': 579.047, 'text': 'Live migration of apps, and there are huge number of solutions, which I will show you further in further screens,', 'start': 571.865, 'duration': 7.182}, {'end': 589.03, 'text': 'which help an organization to adapt to a cloud platform and integrate with cloud platform or even completely migrate into a cloud platform.', 'start': 579.047, 'duration': 9.983}, {'end': 593.365, 'text': "None of Google's competitors provide live migration of apps.", 'start': 589.884, 'duration': 3.481}, {'end': 598.827, 'text': 'When we talk about big data, AI, machine learning kind of solutions,', 'start': 594.645, 'duration': 4.182}, {'end': 607.97, 'text': 'GCP provides a lot of innovative solutions in comparison to other cloud providers such as AWS, Azure and so on.', 'start': 598.827, 'duration': 9.143}, {'end': 612.731, 'text': 'So what is Google Cloud Platform?', 'start': 610.89, 'duration': 1.841}, {'end': 626.337, 'text': 'It is a set of cloud computing services provided by Google that runs on the same infrastructure that Google uses to and for its end user products like YouTube,', 'start': 613.251, 'duration': 13.086}, {'end': 627.779, 'text': 'Gmail and so on.', 'start': 626.337, 'duration': 1.442}, {'end': 641.595, 'text': "Let's learn about benefits of Google Cloud Platform, such as high productivity, working from anywhere, quick collaboration, high security,", 'start': 630.201, 'duration': 11.394}], 'summary': 'Google cloud platform offers better pricing, faster performance, live migration of apps, and innovative solutions for big data, ai, and machine learning compared to its competitors.', 'duration': 56.854, 'max_score': 541.973, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY541973.jpg'}, {'end': 661.819, 'src': 'embed', 'start': 630.201, 'weight': 2, 'content': [{'end': 641.595, 'text': "Let's learn about benefits of Google Cloud Platform, such as high productivity, working from anywhere, quick collaboration, high security,", 'start': 630.201, 'duration': 11.394}, {'end': 652.977, 'text': 'fewer data stored on vulnerable devices, reliable resources, which can be used across organization, across geographical regions, across countries.', 'start': 641.595, 'duration': 11.382}, {'end': 661.819, 'text': 'very flexible, which allows organizations to scale up and down as the demand rises or as the demand declines.', 'start': 652.977, 'duration': 8.842}], 'summary': 'Google cloud platform offers high productivity, security, and flexibility for organizations to scale up and down as needed.', 'duration': 31.618, 'max_score': 630.201, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY630201.jpg'}, {'end': 875.214, 'src': 'heatmap', 'start': 693.797, 'weight': 0.885, 'content': [{'end': 703.121, 'text': 'When we talk about Google Cloud Platform Services, here is a list of services, or I could say high level domains or categories of services.', 'start': 693.797, 'duration': 9.324}, {'end': 715.087, 'text': 'So you have compute related services, you have storage and database, you have networking, big data developer tools, identity and security management,', 'start': 703.762, 'duration': 11.325}, {'end': 721.37, 'text': 'internet of things, cloud AI management tools and also data transfer solutions.', 'start': 715.087, 'duration': 6.283}, {'end': 730.202, 'text': "When we talk about Google's infrastructure, Google has one of the most powerful infrastructure in the world.", 'start': 723.919, 'duration': 6.283}, {'end': 735.205, 'text': 'The infrastructure is available in two levels, the physical and the abstract layers.', 'start': 730.843, 'duration': 4.362}, {'end': 740.327, 'text': 'You have physical infrastructure and then you have the abstract infrastructure.', 'start': 735.825, 'duration': 4.502}, {'end': 749.592, 'text': 'Physical infrastructure consists of data centers, extensive development of high efficiency backend data centers.', 'start': 741.448, 'duration': 8.144}, {'end': 761.738, 'text': 'You have a very strong backbone network which is used by Google itself and also offered as services to customers via GCP platform services.', 'start': 750.753, 'duration': 10.985}, {'end': 766.803, 'text': 'So you have global meshed redundant backbone network.', 'start': 762.318, 'duration': 4.485}, {'end': 774.95, 'text': 'Points of presence, when we talk about Google, it has 110 plus edge points of presence in more than 200 countries.', 'start': 767.523, 'duration': 7.427}, {'end': 782.726, 'text': 'when we talk about edge caching, edge caching platform at periphery of their network.', 'start': 776.161, 'duration': 6.565}, {'end': 787.93, 'text': 'so this is what defines the physical infrastructure of google.', 'start': 782.726, 'duration': 5.204}, {'end': 791.973, 'text': 'now there is much more to it, rather than just these four points.', 'start': 787.93, 'duration': 4.043}, {'end': 799.979, 'text': 'when we talk about abstract infrastructure that is divided in global regions and zones, when we talk about zone,', 'start': 791.973, 'duration': 8.006}, {'end': 806.006, 'text': 'a zone is roughly equivalent to a data center And a single point of failure.', 'start': 799.979, 'duration': 6.027}, {'end': 813.812, 'text': 'So you would have your compute engine which is within his own or you could say compute engine is a zonal resource.', 'start': 806.566, 'duration': 7.246}, {'end': 818.336, 'text': 'You have regions which are geographical areas which contain multiple zones.', 'start': 814.533, 'duration': 3.803}, {'end': 831.987, 'text': 'So you would have a region for us central or Europe, central Europe, West and so on and within a region you would have one or multiple zones,', 'start': 819.417, 'duration': 12.57}, {'end': 838.039, 'text': 'and zones basically would allow high availability of resources.', 'start': 831.987, 'duration': 6.052}, {'end': 843.002, 'text': 'so you have cloud load balancer as an example, which is regional resource.', 'start': 838.039, 'duration': 4.963}, {'end': 848.806, 'text': 'then you have global resources, and they are available and shared across the planet.', 'start': 843.002, 'duration': 5.804}, {'end': 856.43, 'text': 'so you have various global resources such as network, which could be even your ip addresses, and so on.', 'start': 848.806, 'duration': 7.624}, {'end': 868.008, 'text': "Now let's do a quick comparison of AWS vs Azure vs GCP and let's look at what each cloud provider offers.", 'start': 858.72, 'duration': 9.288}, {'end': 875.214, 'text': 'Later we will also look into different services in detail when it comes to Google Cloud Platform.', 'start': 868.708, 'duration': 6.506}], 'summary': 'Google cloud platform offers diverse services and robust physical and abstract infrastructure with 110+ edge points of presence in over 200 countries, enabling global availability and high resource availability.', 'duration': 181.417, 'max_score': 693.797, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY693797.jpg'}, {'end': 818.336, 'src': 'embed', 'start': 791.973, 'weight': 3, 'content': [{'end': 799.979, 'text': 'when we talk about abstract infrastructure that is divided in global regions and zones, when we talk about zone,', 'start': 791.973, 'duration': 8.006}, {'end': 806.006, 'text': 'a zone is roughly equivalent to a data center And a single point of failure.', 'start': 799.979, 'duration': 6.027}, {'end': 813.812, 'text': 'So you would have your compute engine which is within his own or you could say compute engine is a zonal resource.', 'start': 806.566, 'duration': 7.246}, {'end': 818.336, 'text': 'You have regions which are geographical areas which contain multiple zones.', 'start': 814.533, 'duration': 3.803}], 'summary': 'Google cloud infrastructure: regions, zones, and zonal resources explained.', 'duration': 26.363, 'max_score': 791.973, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY791973.jpg'}, {'end': 919.197, 'src': 'embed', 'start': 897.031, 'weight': 4, 'content': [{'end': 907.154, 'text': 'as we will know it, Amazon Web Services has 69 availability zones within 22 geographical locations, and soon it will have 12 more in future.', 'start': 897.031, 'duration': 10.123}, {'end': 915.596, 'text': 'So this number keeps growing based on the spread of the services which a particular cloud provider offers.', 'start': 907.534, 'duration': 8.062}, {'end': 919.197, 'text': 'here we are talking about availability zone specific information.', 'start': 915.596, 'duration': 3.601}], 'summary': 'Amazon web services has 69 availability zones in 22 locations, with 12 more to come.', 'duration': 22.166, 'max_score': 897.031, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY897031.jpg'}], 'start': 364.999, 'title': 'Cloud computing advantages', 'summary': 'Discusses the trend of cloud computing, highlighting reasons for integration, and the advantages of google cloud platform such as better pricing, speed, performance, high productivity, collaboration, security, scalability, and cost-effectiveness.', 'chapters': [{'end': 598.827, 'start': 364.999, 'title': 'Cloud computing for dynamic scaling', 'summary': 'Discusses the trend of cloud computing, from colocation to virtualization and automated services, highlighting the reasons organizations integrate with cloud and the advantages of google cloud platform, including better pricing, speed, performance, and unique solutions like live migration of apps.', 'duration': 233.828, 'highlights': ['The chapter discusses the trend of cloud computing, from colocation to virtualization and automated services It details the evolution of cloud computing, highlighting the shift from colocation to virtualization and automated services.', 'Reasons organizations integrate with cloud and the advantages of Google Cloud Platform It outlines the reasons organizations integrate with cloud and emphasizes the advantages of Google Cloud Platform, such as better pricing, speed, performance, and unique solutions like live migration of apps.', 'Better pricing compared to its competitors It mentions that Google Cloud Platform offers better pricing compared to its competitors, which can be quantifiable data if specific pricing data is available.', 'Speed and performance of Google Cloud Platform It highlights the speed and performance of Google Cloud Platform, indicating quantifiable data that shows increased performance of the project.', 'Unique solutions like live migration of apps provided by Google Cloud Platform It emphasizes the unique solutions offered by Google Cloud Platform, such as live migration of apps, which is not provided by its competitors.']}, {'end': 919.197, 'start': 598.827, 'title': 'Benefits of google cloud platform', 'summary': "Discusses the benefits of google cloud platform including high productivity, collaboration, security, scalability, and cost-effectiveness, and compares gcp's infrastructure with other cloud providers such as aws and azure, highlighting gcp's innovative and extensive global infrastructure.", 'duration': 320.37, 'highlights': ['Google Cloud Platform offers benefits such as high productivity, collaboration, security, scalability, and cost-effectiveness, which can be used across organizations and geographical regions. GCP provides high productivity, collaboration, security, scalability, and cost-effectiveness across organizations and geographical regions.', "GCP's infrastructure consists of physical infrastructure like data centers, backbone network, points of presence, and abstract infrastructure divided into global regions and zones, providing a strong and extensive global infrastructure. GCP's infrastructure includes physical infrastructure like data centers, backbone network, points of presence, and abstract infrastructure divided into global regions and zones, offering a strong and extensive global infrastructure.", 'Amazon Web Services (AWS) has 69 availability zones within 22 geographical locations, highlighting the extensive global presence of AWS. AWS has 69 availability zones within 22 geographical locations, showcasing its extensive global presence.']}], 'duration': 554.198, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY364999.jpg', 'highlights': ['Google Cloud Platform offers better pricing compared to its competitors.', 'Google Cloud Platform provides unique solutions like live migration of apps.', 'Google Cloud Platform emphasizes high productivity, collaboration, security, scalability, and cost-effectiveness.', "Google Cloud Platform's infrastructure includes physical and abstract infrastructure divided into global regions and zones.", 'Amazon Web Services (AWS) has 69 availability zones within 22 geographical locations.']}, {'end': 1515.122, 'segs': [{'end': 966.595, 'src': 'embed', 'start': 919.197, 'weight': 0, 'content': [{'end': 928.821, 'text': "when we talk about microsoft's azure, it has 54 regions worldwide and is available in 140 countries across the globe.", 'start': 919.197, 'duration': 9.624}, {'end': 936.464, 'text': 'when we talk about google cloud, google cloud platform is available in 200 plus countries across the globe.', 'start': 928.821, 'duration': 7.643}, {'end': 941.516, 'text': "when we talk about virtual servers, Amazon's EC2, that is, Elastic Compute Cloud.", 'start': 936.464, 'duration': 5.052}, {'end': 950.8, 'text': 'It is a web service which basically helps to resize your compute capacity where you can run your application programs on a virtual machine.', 'start': 942.097, 'duration': 8.703}, {'end': 960.645, 'text': 'So, using EC2 service, you could launch virtual instances that could have any distribution of Linux Windows.', 'start': 951.401, 'duration': 9.244}, {'end': 966.595, 'text': 'You could have different specifications when it comes to RAM or CPU, cores or disk.', 'start': 961.209, 'duration': 5.386}], 'summary': "Microsoft's azure has 54 regions, google cloud available in 200+ countries, amazon's ec2 offers flexible virtual server options.", 'duration': 47.398, 'max_score': 919.197, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY919197.jpg'}, {'end': 990.375, 'src': 'heatmap', 'start': 919.197, 'weight': 0.863, 'content': [{'end': 928.821, 'text': "when we talk about microsoft's azure, it has 54 regions worldwide and is available in 140 countries across the globe.", 'start': 919.197, 'duration': 9.624}, {'end': 936.464, 'text': 'when we talk about google cloud, google cloud platform is available in 200 plus countries across the globe.', 'start': 928.821, 'duration': 7.643}, {'end': 941.516, 'text': "when we talk about virtual servers, Amazon's EC2, that is, Elastic Compute Cloud.", 'start': 936.464, 'duration': 5.052}, {'end': 950.8, 'text': 'It is a web service which basically helps to resize your compute capacity where you can run your application programs on a virtual machine.', 'start': 942.097, 'duration': 8.703}, {'end': 960.645, 'text': 'So, using EC2 service, you could launch virtual instances that could have any distribution of Linux Windows.', 'start': 951.401, 'duration': 9.244}, {'end': 966.595, 'text': 'You could have different specifications when it comes to RAM or CPU, cores or disk.', 'start': 961.209, 'duration': 5.386}, {'end': 973.263, 'text': 'You could also decide on what kind of storage a particular instance should use,', 'start': 967.056, 'duration': 6.207}, {'end': 980.912, 'text': 'whether the storage should be local to the instance or whether that should be an elastic file system or even an object storage.', 'start': 973.263, 'duration': 7.649}, {'end': 985.891, 'text': "When it comes to Azure or Microsoft's offering.", 'start': 982.028, 'duration': 3.863}, {'end': 990.375, 'text': 'Azure Virtual Machine, that is, infrastructure as a service,', 'start': 985.891, 'duration': 4.484}], 'summary': "Microsoft azure has 54 regions, available in 140 countries, while google cloud is available in 200+ countries. amazon's ec2 offers resizable virtual servers with customizable specifications and storage options.", 'duration': 71.178, 'max_score': 919.197, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY919197.jpg'}, {'end': 1119.19, 'src': 'embed', 'start': 1093.891, 'weight': 3, 'content': [{'end': 1105.246, 'text': 'Google Cloud also offers compute optimized instances, which we call as C2 instances, which offer consistent high-end virtual CPU performance,', 'start': 1093.891, 'duration': 11.355}, {'end': 1111.455, 'text': 'which are good for AAA gaming, EDA, HPC and other applications.', 'start': 1105.246, 'duration': 6.209}, {'end': 1119.19, 'text': 'now, when we talk about compute optimized or general purpose, how would we leave memory optimized instances?', 'start': 1112.185, 'duration': 7.005}], 'summary': 'Google cloud offers c2 instances for high-end virtual cpu performance, suitable for aaa gaming, eda, hpc, and other applications.', 'duration': 25.299, 'max_score': 1093.891, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY1093891.jpg'}, {'end': 1416.425, 'src': 'heatmap', 'start': 1334.711, 'weight': 4, 'content': [{'end': 1343.097, 'text': 'Azure Cloud Service provides a platform to write the user application code without worrying about the hardware resources.', 'start': 1334.711, 'duration': 8.386}, {'end': 1351.422, 'text': "Google App Engine is a service used by developers for building and hosting applications on Google's data centers.", 'start': 1343.998, 'duration': 7.424}, {'end': 1360.289, 'text': "When we talk about serverless computing, so Amazon's AWS Lambda is a serverless compute service.", 'start': 1352.483, 'duration': 7.806}, {'end': 1365.874, 'text': 'It is used to execute backend code and scales automatically when required.', 'start': 1360.87, 'duration': 5.004}, {'end': 1374.22, 'text': 'When we talk about Azure, you have something called as functions, which allow users to build applications using serverless,', 'start': 1366.454, 'duration': 7.766}, {'end': 1379.359, 'text': 'simple functions with a programming language of their choice.', 'start': 1374.736, 'duration': 4.623}, {'end': 1386.825, 'text': 'when we talk about google cloud, gcp has cloud functions, which is easiest way to run your code in the cloud,', 'start': 1379.359, 'duration': 7.466}, {'end': 1389.967, 'text': 'and it is highly available and fault tolerant.', 'start': 1386.825, 'duration': 3.142}, {'end': 1396.432, 'text': 'so in these days, when we are talking about microservices architecture, which organizations are preferring?', 'start': 1389.967, 'duration': 6.465}, {'end': 1403.497, 'text': 'when we are talking about organizations which can scale, which can dynamically change their underlying architecture,', 'start': 1396.432, 'duration': 7.065}, {'end': 1416.425, 'text': 'Organizations would be interested in serverless computing where they do not have to have a infrastructure setup planned in advance before going for their use case,', 'start': 1404.241, 'duration': 12.184}], 'summary': 'Azure, google, and aws offer serverless computing for scalable, fault-tolerant applications, appealing to organizations for microservices architecture.', 'duration': 26.458, 'max_score': 1334.711, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY1334711.jpg'}], 'start': 919.197, 'title': 'Cloud platforms and virtual server features', 'summary': "Covers the availability of microsoft azure in 140 countries, google cloud in 200+ countries, and amazon's ec2 for resizing compute capacity. it also explains the features of amazon's ec2 service, including the flexibility in launching virtual instances with various specifications and storage options. additionally, it highlights the features and options of google cloud platform (gcp) vm instances and compute engine, including scalable virtual machines, different instance types (n2, c2, m2), live migration for vms, preemptible vms, sole tenant nodes, and additional features like persistent disks and gpu accelerators. furthermore, it discusses the benefits and features of serverless computing and various platform services offered by aws, azure, and google cloud, highlighting the advantages of serverless computing in terms of scalability, cost-effectiveness, and ease of deployment.", 'chapters': [{'end': 990.375, 'start': 919.197, 'title': 'Cloud platforms and virtual servers overview', 'summary': "Highlights the availability of microsoft azure in 140 countries, google cloud in 200+ countries, and amazon's ec2 for resizing compute capacity. it also explains the features of amazon's ec2 service, including the flexibility in launching virtual instances with various specifications and storage options.", 'duration': 71.178, 'highlights': ["Amazon's EC2 service allows resizing of compute capacity and is used for launching virtual instances with various specifications and storage options, providing flexibility for applications. (Relevant for cloud platform comparison and virtual server capabilities)", 'Microsoft Azure is available in 140 countries worldwide, showcasing its global reach and availability. (Relevant for cloud platform comparison)', 'Google Cloud Platform is available in 200+ countries worldwide, reflecting its extensive global presence. (Relevant for cloud platform comparison)']}, {'end': 1317.006, 'start': 990.375, 'title': 'Gcp vm instances and compute engine features', 'summary': 'Highlights the features and options of google cloud platform (gcp) vm instances and compute engine, including scalable virtual machines, different instance types (n2, c2, m2), live migration for vms, preemptible vms, sole tenant nodes, and additional features like persistent disks and gpu accelerators.', 'duration': 326.631, 'highlights': ['Different instance types (N2, C2, m2) Google Cloud offers different instance types including N2 for general purpose instances, C2 for compute optimized instances, and m2 for memory optimized instances, catering to diverse workloads such as gaming, HPC, in-memory databases, and real-time analytics.', 'Live migration for VMs Compute Engine within GCP enables live migration of VMs between host systems without rebooting, ensuring uninterrupted application availability during host system maintenance.', 'Preemptible VMs Google Cloud provides preemptible virtual machines for running batch jobs and fault-tolerant workloads, offering up to 80% cost reduction in virtual CPU and memory usage while maintaining performance, with the trade-off of potential resource termination at any time.', "Sole tenant nodes GCP offers sole tenant nodes, which are physical compute engine servers dedicated exclusively for users' use cases, suitable for applications requiring bring your own license (BYOL) support and providing access to the same machine types and virtual machine config options as regular compute instances.", 'Additional features like persistent disks and GPU accelerators Google Cloud Platform also includes features such as persistent disks for durable high performance block storage, local SSDs, GPU accelerators for accelerating computational intensive workloads like machine learning, simulation, and medical analysis, along with global load balancing, making it a unique choice.']}, {'end': 1515.122, 'start': 1319.019, 'title': 'Serverless computing and platform services', 'summary': 'Discusses the benefits and features of serverless computing and various platform services offered by aws, azure, and google cloud, highlighting the advantages of serverless computing in terms of scalability, cost-effectiveness, and ease of deployment.', 'duration': 196.103, 'highlights': ['Serverless computing allows organizations to dynamically change their underlying architecture and scale without the need for infrastructure setup, making it a preferred choice for modern microservices architecture.', 'AWS Lambda is a serverless compute service that automatically scales to execute backend code, offering a pay-per-use model and zero administration for application deployment.', 'Azure Cloud Service provides a platform for writing user application code without hardware resource concerns, offering serverless functions for building applications and simplifying infrastructure management.', "Google App Engine is used for building and hosting applications on Google's data centers, while GCP's cloud functions provide a highly available and fault-tolerant way to run code in the cloud.", 'Serverless computing models, such as AWS Lambda, offer benefits like auto scaling, pay-per-use pricing, and reduced time between idea and implementation, making them attractive for organizations seeking efficient and cost-effective deployment solutions.']}], 'duration': 595.925, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY919197.jpg', 'highlights': ['Google Cloud Platform is available in 200+ countries worldwide, reflecting its extensive global presence.', 'Microsoft Azure is available in 140 countries worldwide, showcasing its global reach and availability.', "Amazon's EC2 service allows resizing of compute capacity and is used for launching virtual instances with various specifications and storage options, providing flexibility for applications.", 'Different instance types (N2, C2, m2) Google Cloud offers different instance types including N2 for general purpose instances, C2 for compute optimized instances, and m2 for memory optimized instances, catering to diverse workloads such as gaming, HPC, in-memory databases, and real-time analytics.', 'Serverless computing allows organizations to dynamically change their underlying architecture and scale without the need for infrastructure setup, making it a preferred choice for modern microservices architecture.']}, {'end': 2222.684, 'segs': [{'end': 1563.261, 'src': 'embed', 'start': 1537.948, 'weight': 2, 'content': [{'end': 1545.192, 'text': 'because each part of your application is divided as functions and can be hosted over multiple service providers.', 'start': 1537.948, 'duration': 7.244}, {'end': 1554.537, 'text': 'You have serverless apps, which are usually divided as separate units or functions based on functionalities or domains and so on.', 'start': 1545.972, 'duration': 8.565}, {'end': 1563.261, 'text': 'So serverless computing is getting quite popularity these days in comparison to the traditional three tier architecture,', 'start': 1555.017, 'duration': 8.244}], 'summary': 'Serverless computing gaining popularity over traditional three-tier architecture.', 'duration': 25.313, 'max_score': 1537.948, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY1537948.jpg'}, {'end': 1704.418, 'src': 'embed', 'start': 1660.296, 'weight': 0, 'content': [{'end': 1669.28, 'text': 'increase in speed and agility and that too on demand, and takes care of your security and reliability of resources which are offered.', 'start': 1660.296, 'duration': 8.984}, {'end': 1675.622, 'text': 'When it comes to Azure, it has better development operations, strong security profile,', 'start': 1670.04, 'duration': 5.582}, {'end': 1681.063, 'text': 'provides a lot of cost-effective solutions and operation execution friendly.', 'start': 1675.622, 'duration': 5.441}, {'end': 1689.885, 'text': 'When we talk about Google Cloud, one of the key features here is better pricing than competitors, live migration of virtual machines,', 'start': 1681.983, 'duration': 7.902}, {'end': 1701.596, 'text': 'which really interests a lot of organizations who would want to modernize their infrastructure without having any kind of disruption in their existing services,', 'start': 1689.885, 'duration': 11.711}, {'end': 1704.418, 'text': 'improved performance, redundant backups, and so on.', 'start': 1701.596, 'duration': 2.822}], 'summary': 'Azure offers strong security, cost-effective solutions, while google cloud has better pricing, live migration, and improved performance.', 'duration': 44.122, 'max_score': 1660.296, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY1660296.jpg'}, {'end': 1862.553, 'src': 'heatmap', 'start': 1793.362, 'weight': 0.776, 'content': [{'end': 1802.248, 'text': 'such as you have compute engine, you have storage, you have big table, you have data proc and so on.', 'start': 1793.362, 'duration': 8.886}, {'end': 1803.769, 'text': 'so there are huge list of services.', 'start': 1802.248, 'duration': 1.521}, {'end': 1813.516, 'text': "now, before we get into your domino's pizza use case, let me show you this page on google cloud, where you can look at different services.", 'start': 1803.769, 'duration': 9.747}, {'end': 1823.054, 'text': 'so if you go to cloud.google.com and if you look at get started option under docs, so here you can find build solutions,', 'start': 1813.516, 'duration': 9.538}, {'end': 1828.919, 'text': 'look at different use cases, learn from basics of what is your google cloud.', 'start': 1823.054, 'duration': 5.865}, {'end': 1830.68, 'text': 'what are cloud basics?', 'start': 1828.919, 'duration': 1.761}, {'end': 1834.163, 'text': 'then you can look at different cloud products.', 'start': 1830.68, 'duration': 3.483}, {'end': 1843.368, 'text': 'so here you have products in different categories, such as ai and machine learning, api management, compute containers, data analytics, databases,', 'start': 1834.163, 'duration': 9.205}, {'end': 1852.27, 'text': 'developer tools and so on, and you can always click on any one of these to look into different solutions which are being offered.', 'start': 1843.368, 'duration': 8.902}, {'end': 1854.131, 'text': 'what are the different use cases?', 'start': 1852.27, 'duration': 1.861}, {'end': 1862.553, 'text': 'what are the best practices when it comes to migrating vms, to compute engine or operating containers or building containers and so on?', 'start': 1854.131, 'duration': 8.422}], 'summary': 'Google cloud offers a wide range of services like compute engine, storage, big table, data proc, etc. with various use cases and best practices for different products.', 'duration': 69.191, 'max_score': 1793.362, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY1793362.jpg'}, {'end': 2195.238, 'src': 'embed', 'start': 2166.57, 'weight': 5, 'content': [{'end': 2177.393, 'text': "Now, for these challenges which Domino's was facing, the solution was using Google Analytics Premium, Google Tag Manager and BigQuery,", 'start': 2166.57, 'duration': 10.823}, {'end': 2181.394, 'text': 'which were used to integrate digital data sources and CRM data.', 'start': 2177.393, 'duration': 4.001}, {'end': 2187.696, 'text': 'Reporting was made easier and more efficient by implementing Google Analytics Premium,', 'start': 2182.474, 'duration': 5.222}, {'end': 2195.238, 'text': 'because it had the ability to access a single Google Analytics account to evaluate web and app performance.', 'start': 2187.696, 'duration': 7.542}], 'summary': "Domino's used google analytics premium, tag manager, and bigquery to integrate digital and crm data, making reporting easier and more efficient.", 'duration': 28.668, 'max_score': 2166.57, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY2166570.jpg'}], 'start': 1515.122, 'title': 'Serverless computing benefits and cloud storage services comparison', 'summary': "Discusses the advantages of serverless computing for high-demand applications and the comparison between amazon web services, azure, and google cloud, including a 6% increase in monthly revenue for domino's pizza using google analytics premium, google tag manager, and bigquery.", 'chapters': [{'end': 1563.261, 'start': 1515.122, 'title': 'Serverless computing benefits', 'summary': 'Discusses the rising popularity of serverless computing as a faster solution for high-demand applications, due to its function-based architecture and ability to be hosted across multiple service providers.', 'duration': 48.139, 'highlights': ['Serverless computing is gaining popularity due to its faster solution timeline for high-demand applications, offering a function as a service architecture.', 'Each part of the application is divided as functions and can be hosted over multiple service providers, providing flexibility and scalability.', 'Serverless apps are divided into separate units or functions based on functionalities or domains, enhancing modularity and efficiency.']}, {'end': 2222.684, 'start': 1563.261, 'title': 'Cloud storage and services comparison', 'summary': "Discusses the comparison between the cloud storage services provided by amazon web services, azure, and google cloud, highlighting their advantages, disadvantages, and a use case of domino's pizza, showcasing a 6% increase in monthly revenue after using google analytics premium, google tag manager, and bigquery.", 'duration': 659.423, 'highlights': ["Domino's Pizza experienced a 6% increase in monthly revenue after using Google Analytics Premium, Google Tag Manager, and BigQuery. After implementing Google Analytics Premium, Google Tag Manager, and BigQuery, Domino's Pizza saw an immediate 6% increase in monthly revenue and saved 80% of costs in ad serving and operations.", 'Google Cloud offers better pricing than competitors and live migration of virtual machines, providing improved performance and redundant backups. Google Cloud provides better pricing than competitors and allows live migration of virtual machines, which interests organizations looking to modernize their infrastructure without disrupting existing services. It also offers improved performance and redundant backups.', 'Amazon Web Services provides enterprise-friendly services, easy access to resources, increased speed and agility on demand, and takes care of security and reliability of resources. Amazon Web Services offers enterprise-friendly services with easy access to resources, increased speed and agility on demand, and ensures security and reliability of resources provided.']}], 'duration': 707.562, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY1515122.jpg', 'highlights': ['Google Cloud offers better pricing than competitors and live migration of virtual machines, providing improved performance and redundant backups.', 'Amazon Web Services provides enterprise-friendly services, easy access to resources, increased speed and agility on demand, and takes care of security and reliability of resources.', 'Serverless computing is gaining popularity due to its faster solution timeline for high-demand applications, offering a function as a service architecture.', 'Each part of the application is divided as functions and can be hosted over multiple service providers, providing flexibility and scalability.', 'Serverless apps are divided into separate units or functions based on functionalities or domains, enhancing modularity and efficiency.', "Domino's Pizza experienced a 6% increase in monthly revenue after using Google Analytics Premium, Google Tag Manager, and BigQuery. After implementing Google Analytics Premium, Google Tag Manager, and BigQuery, Domino's Pizza saw an immediate 6% increase in monthly revenue and saved 80% of costs in ad serving and operations."]}, {'end': 2790.829, 'segs': [{'end': 2367.521, 'src': 'embed', 'start': 2321.807, 'weight': 0, 'content': [{'end': 2328.751, 'text': "high performance virtual machines which are configurable and which runs in Google's data center,", 'start': 2321.807, 'duration': 6.944}, {'end': 2333.492, 'text': 'with access to high performance networking infrastructure and block storage.', 'start': 2328.751, 'duration': 4.741}, {'end': 2343.135, 'text': 'So from here you can select VM for your needs, for your general purpose or workload optimized, predefined or custom machines.', 'start': 2333.872, 'duration': 9.263}, {'end': 2351.617, 'text': 'Now here you can integrate compute with other Google Cloud services such as AI, ML and other data analytics services.', 'start': 2343.655, 'duration': 7.962}, {'end': 2359.769, 'text': 'you have different machines which are offered here, such as general purpose, which provide a balance between price and performance,', 'start': 2352.037, 'duration': 7.732}, {'end': 2367.521, 'text': 'which are well suited for most workloads, including line of business applications, web services and databases.', 'start': 2359.769, 'duration': 7.752}], 'summary': 'Google cloud offers configurable vms with high-performance networking and block storage, integrated with ai, ml, and data analytics services.', 'duration': 45.714, 'max_score': 2321.807, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY2321807.jpg'}, {'end': 2473.002, 'src': 'heatmap', 'start': 2253.009, 'weight': 2, 'content': [{'end': 2263.195, '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': 2253.009, 'duration': 10.186}, {'end': 2271.42, 'text': 'what it does and how it can help us in handling our use cases or working with different products.', 'start': 2263.195, 'duration': 8.225}, {'end': 2277.043, 'text': "so let's learn briefly about different services which google cloud platform offers.", 'start': 2271.42, 'duration': 5.623}, {'end': 2284.866, 'text': "now, one of the domains is compute, and then let's look at the compute services which gcp offers.", 'start': 2277.543, 'duration': 7.323}, {'end': 2291.109, 'text': 'now, here i can log into the console and this hamburger menu on the top left corner.', 'start': 2284.866, 'duration': 6.243}, {'end': 2294.29, 'text': 'i can click on this one and go into the compute engine section.', 'start': 2291.109, 'duration': 3.181}, {'end': 2301.333, 'text': 'so this is the compute domain which has app engine, kubernetes engine, cloud functions and cloud run.', 'start': 2294.29, 'duration': 7.043}, {'end': 2305.736, 'text': 'so these are your different services which are offered within the compute domain,', 'start': 2301.593, 'duration': 4.143}, {'end': 2312.401, 'text': 'and here we can get into compute engine by clicking on this one and then basically going to vm instances.', 'start': 2305.736, 'duration': 6.665}, {'end': 2321.807, 'text': "so before we see how we can use this compute engine, let's understand about some of the features of compute engine, which basically offers scalable,", 'start': 2312.401, 'duration': 9.406}, {'end': 2328.751, 'text': "high performance virtual machines which are configurable and which runs in Google's data center,", 'start': 2321.807, 'duration': 6.944}, {'end': 2333.492, 'text': 'with access to high performance networking infrastructure and block storage.', 'start': 2328.751, 'duration': 4.741}, {'end': 2343.135, 'text': 'So from here you can select VM for your needs, for your general purpose or workload optimized, predefined or custom machines.', 'start': 2333.872, 'duration': 9.263}, {'end': 2351.617, 'text': 'Now here you can integrate compute with other Google Cloud services such as AI, ML and other data analytics services.', 'start': 2343.655, 'duration': 7.962}, {'end': 2359.769, 'text': 'you have different machines which are offered here, such as general purpose, which provide a balance between price and performance,', 'start': 2352.037, 'duration': 7.732}, {'end': 2367.521, 'text': 'which are well suited for most workloads, including line of business applications, web services and databases.', 'start': 2359.769, 'duration': 7.752}, {'end': 2378.709, 'text': 'you also have compute optimized machines which offer consistent high-end virtual CPU core performance and which are mainly good for gaming, EDA,', 'start': 2367.921, 'duration': 10.788}, {'end': 2382.551, 'text': 'high process computing and other such applications.', 'start': 2378.709, 'duration': 3.842}, {'end': 2390.317, 'text': 'apart from general purpose compute optimized, you also have memory optimized machines which offer highest amount of memory,', 'start': 2382.551, 'duration': 7.766}, {'end': 2399.204, 'text': 'And these VMs are basically well-suited for in-memory databases such as SAP HANA, real-time analytics and in-memory cache.', 'start': 2390.777, 'duration': 8.427}, {'end': 2401.426, 'text': 'Now, we can see these options here.', 'start': 2399.645, 'duration': 1.781}, {'end': 2407.371, 'text': "You can click on VM instances while you're logged in into your Google Cloud Console.", 'start': 2401.687, 'duration': 5.684}, {'end': 2413.517, 'text': 'Here, you can even create an instance template which can be used to spin up instances.', 'start': 2407.672, 'duration': 5.845}, {'end': 2420.86, 'text': 'For example if I click on new VM instance from a template there are some templates which I have already created for my usage.', 'start': 2413.917, 'duration': 6.943}, {'end': 2431.766, 'text': 'Now here I can basically use one of these templates, or what I can do is I can go back, I can go into instance templates,', 'start': 2421.241, 'duration': 10.525}, {'end': 2434.007, 'text': 'and this basically allows me to create a template.', 'start': 2431.766, 'duration': 2.241}, {'end': 2442.27, 'text': 'So you can click on create instance template, which basically allows you to create templates which can be used to spin up different instances.', 'start': 2434.347, 'duration': 7.923}, {'end': 2444.291, 'text': 'we can give a name to the template.', 'start': 2442.27, 'duration': 2.021}, {'end': 2448.053, 'text': 'for example, we can say template instance.', 'start': 2444.291, 'duration': 3.762}, {'end': 2454.136, 'text': 'now. here i can choose machine configurations, and this is where you have different options.', 'start': 2448.053, 'duration': 6.083}, {'end': 2459.378, 'text': 'so you have general purpose, as i mentioned, which provide a balance between price and performance.', 'start': 2454.136, 'duration': 5.242}, {'end': 2465.28, 'text': 'you have memory optimized, which are large memory machine types for memory intensive workloads.', 'start': 2459.378, 'duration': 5.902}, {'end': 2473.002, 'text': 'you also have compute optimized, which basically give you high performance machine types for compute intensive workloads.', 'start': 2465.28, 'duration': 7.722}], 'summary': 'Google cloud platform offers various compute services including app engine, kubernetes engine, cloud functions, and cloud run, which provide scalable, high performance virtual machines with configurable options for different use cases and workloads.', 'duration': 38.655, 'max_score': 2253.009, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY2253009.jpg'}, {'end': 2689.231, 'src': 'embed', 'start': 2657.251, 'weight': 4, 'content': [{'end': 2660.654, 'text': 'And here you have the options of preemptibility.', 'start': 2657.251, 'duration': 3.403}, {'end': 2664.236, 'text': 'So compute offers preemptible virtual machines.', 'start': 2661.174, 'duration': 3.062}, {'end': 2670.741, 'text': 'So that is mainly when you would want to run bad jobs and fault tolerant workloads on these machines.', 'start': 2664.696, 'duration': 6.045}, {'end': 2678.706, 'text': 'And you can benefit with a reduced cost for your virtual CPU and memory by 80%.', 'start': 2671.101, 'duration': 7.605}, {'end': 2682.588, 'text': 'So, these are virtual machines which would be lasting less than 24 hours.', 'start': 2678.706, 'duration': 3.882}, {'end': 2689.231, 'text': 'Now, by default, this is off and it purely depends on your workload, what you would want to run on these instances.', 'start': 2682.988, 'duration': 6.243}], 'summary': 'Compute offers preemptible virtual machines for bad jobs and fault tolerant workloads, with reduced cost by 80% for virtual cpu and memory, lasting less than 24 hours.', 'duration': 31.98, 'max_score': 2657.251, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY2657251.jpg'}, {'end': 2731.318, 'src': 'embed', 'start': 2702.744, 'weight': 5, 'content': [{'end': 2709.751, 'text': 'So when Compute Engine performs periodic infrastructure maintenance, it can migrate your VM instances to other hardware.', 'start': 2702.744, 'duration': 7.007}, {'end': 2716.794, 'text': 'And this is one of the features which Compute Engine offers, which we call as live migration for VMs.', 'start': 2709.951, 'duration': 6.843}, {'end': 2725.636, 'text': 'Here, your Compute Engine can live migrate between host systems, that is, the underlying systems on which these VM instances are based on,', 'start': 2717.214, 'duration': 8.422}, {'end': 2731.318, 'text': 'without rebooting, which will keep your application running even when host system require maintenance.', 'start': 2725.636, 'duration': 5.682}], 'summary': 'Compute engine offers live migration for vms, ensuring uninterrupted application running during maintenance.', 'duration': 28.574, 'max_score': 2702.744, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY2702744.jpg'}, {'end': 2790.829, 'src': 'embed', 'start': 2765.234, 'weight': 6, 'content': [{'end': 2773.899, 'text': 'sold tenant nodes which can be chosen so you can have physical compute engine servers dedicated exclusively for your use,', 'start': 2765.234, 'duration': 8.665}, {'end': 2778.782, 'text': "and this is usually good when you're talking about bring your own license applications.", 'start': 2773.899, 'duration': 4.883}, {'end': 2786.906, 'text': 'so sole tenant nodes give you access to same machine types and vm configuration options as regular compute instances.', 'start': 2778.782, 'duration': 8.124}, {'end': 2789.888, 'text': 'however, these might be a little expensive.', 'start': 2786.906, 'duration': 2.982}, {'end': 2790.829, 'text': 'we can choose this one.', 'start': 2789.888, 'duration': 0.941}], 'summary': 'Google cloud offers sole tenant nodes, allowing for dedicated physical compute engine servers, ideal for bring your own license applications, with access to same machine types as regular instances, but at a higher cost.', 'duration': 25.595, 'max_score': 2765.234, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY2765234.jpg'}], 'start': 2222.684, 'title': 'Google cloud platform compute services', 'summary': "Discusses google cloud platform's compute services, including scalable virtual machines, high performance networking, and block storage, with integration with ai, ml, and data analytics services, offering various machine types suitable for different workloads.", 'chapters': [{'end': 2390.317, 'start': 2222.684, 'title': 'Google cloud platform compute services', 'summary': "Discusses google cloud platform's compute services, such as scalable virtual machines with high performance networking infrastructure and block storage, along with integration with ai, ml, and data analytics services, offering various machine types suitable for different workloads.", 'duration': 167.633, 'highlights': ["Google Cloud Platform's compute services offer scalable, high performance virtual machines with access to high performance networking infrastructure and block storage. The compute engine offers scalable, high performance virtual machines which are configurable and which runs in Google's data center, with access to high performance networking infrastructure and block storage.", 'Integration with other Google Cloud services such as AI, ML, and data analytics services. You can integrate compute with other Google Cloud services such as AI, ML and other data analytics services.', 'Various machine types are offered, such as general purpose, compute optimized, and memory optimized, suitable for different workloads. Google Cloud Platform offers different machines such as general purpose, compute optimized, and memory optimized, each suitable for specific workloads including line of business applications, web services, databases, gaming, EDA, and high process computing.']}, {'end': 2588.776, 'start': 2390.777, 'title': 'Creating google cloud vm instances', 'summary': 'Explains how to create instance templates and spin up instances on google cloud using various machine configurations and disk types, with options for different machine types and configurations.', 'duration': 197.999, 'highlights': ['By creating instance templates, users can spin up instances with ease, catering to specific needs and requirements.', 'Machine configurations like general purpose, memory optimized, and compute optimized provide options for diverse workloads, offering a balance between price and performance.', 'The available machine types include N1 series, E2, N2, and N2D, with options to customize virtual CPU cores and memory based on application requirements.', 'Users can select boot disk types such as standard persistent disk for cost-effectiveness or SSD for better performance, with the option to choose disk size based on needs.']}, {'end': 2790.829, 'start': 2589.096, 'title': 'Google cloud compute engine features', 'summary': 'Covers the various features of google cloud compute engine including options for setting up instances, preemptible virtual machines, live migration for vms, automatic restart, and sole tenancy, providing insights on how to optimize usage and cost savings.', 'duration': 201.733, 'highlights': ['Compute Engine offers preemptible virtual machines which can reduce cost for virtual CPU and memory by 80%. Preemptible virtual machines can reduce cost for virtual CPU and memory by 80%.', 'Compute Engine provides live migration for VMs, allowing VM instances to be migrated between host systems without rebooting during periodic infrastructure maintenance. Live migration for VMs allows VM instances to be migrated between host systems without rebooting during periodic infrastructure maintenance.', 'Compute Engine has the option for automatic restart of VM instances if they are terminated from non-user initiated reasons. Automatic restart is available for VM instances if they are terminated from non-user initiated reasons.', "Sole tenancy nodes can be chosen, allowing access to physical compute engine servers dedicated exclusively for the user's use, suitable for bring your own license applications. Sole tenancy nodes provide access to physical compute engine servers dedicated exclusively for the user's use, suitable for bring your own license applications."]}], 'duration': 568.145, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY2222684.jpg', 'highlights': ['Google Cloud Platform offers scalable, high performance virtual machines with access to high performance networking infrastructure and block storage.', 'Integration with other Google Cloud services such as AI, ML, and data analytics services.', 'Various machine types are offered, such as general purpose, compute optimized, and memory optimized, suitable for different workloads.', 'By creating instance templates, users can spin up instances with ease, catering to specific needs and requirements.', 'Compute Engine offers preemptible virtual machines which can reduce cost for virtual CPU and memory by 80%.', 'Compute Engine provides live migration for VMs, allowing VM instances to be migrated between host systems without rebooting during periodic infrastructure maintenance.', "Sole tenancy nodes can be chosen, allowing access to physical compute engine servers dedicated exclusively for the user's use, suitable for bring your own license applications."]}, {'end': 3135.728, 'segs': [{'end': 2843.009, 'src': 'embed', 'start': 2791.249, 'weight': 3, 'content': [{'end': 2797.091, 'text': 'We can also look into networking, which basically shows the default setup which goes for auto subnet.', 'start': 2791.249, 'duration': 5.842}, {'end': 2803.493, 'text': 'You can also choose a particular IP if that is required, but that would cost more.', 'start': 2797.371, 'duration': 6.122}, {'end': 2809.735, 'text': 'You can click on disks which talk about what do you want to do with the boot disk when the instance is deleted??', 'start': 2803.733, 'duration': 6.002}, {'end': 2812.356, 'text': 'What is the encryption mechanism you would want to use?', 'start': 2809.955, 'duration': 2.401}, {'end': 2815.457, 'text': 'and here, finally, you have security.', 'start': 2812.956, 'duration': 2.501}, {'end': 2825.342, 'text': 'so basically, as i said, you can ssh into instance using the cloud console option and you can also provide a public ssh key.', 'start': 2815.457, 'duration': 9.885}, {'end': 2834.506, 'text': 'so one way of doing that if you intend to use an external ssh client such as putty to connect, you can create a key.', 'start': 2825.342, 'duration': 9.164}, {'end': 2839.328, 'text': 'so, for example, I can go into Puttygen and here I can say generate.', 'start': 2834.506, 'duration': 4.822}, {'end': 2843.009, 'text': 'just move my cursor over here and that will create a key.', 'start': 2839.328, 'duration': 3.681}], 'summary': 'Options for networking, disk management, encryption, and security settings are available for instances, including ssh access and key creation.', 'duration': 51.76, 'max_score': 2791.249, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY2791249.jpg'}, {'end': 2988.206, 'src': 'embed', 'start': 2941.937, 'weight': 0, 'content': [{'end': 2947.539, 'text': "I can go back to this page where I'm creating an instance template, and then I can just click on Create.", 'start': 2941.937, 'duration': 5.602}, {'end': 2956.102, 'text': 'So, this has created an instance template, which I can use to spin up my instances, any number of instances using the same template.', 'start': 2947.879, 'duration': 8.223}, {'end': 2962.164, 'text': 'Only thing which I would have to do is change the region where I would want the instance to run.', 'start': 2956.422, 'duration': 5.742}, {'end': 2969.369, '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': 2962.58, 'duration': 6.789}, {'end': 2977.18, 'text': 'Now I can click on create and here I can either create an instance from scratch by giving all the details again.', 'start': 2969.89, 'duration': 7.29}, {'end': 2985.805, 'text': 'or I can just use my template, so I can click on new VM instance from a template, choose my template, click on continue and once this is done,', 'start': 2977.64, 'duration': 8.165}, {'end': 2988.206, 'text': 'I can give my instance name.', 'start': 2985.805, 'duration': 2.401}], 'summary': 'Created an instance template to spin up multiple instances with ease.', 'duration': 46.269, 'max_score': 2941.937, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY2941937.jpg'}, {'end': 3062.84, 'src': 'embed', 'start': 3034.034, 'weight': 1, 'content': [{'end': 3039.719, 'text': 'so this is an internal way of connecting to your instance using ssh.', 'start': 3034.034, 'duration': 5.685}, {'end': 3043.528, 'text': "let's wait, because it would be transferring the SSH keys to the VM.", 'start': 3039.719, 'duration': 3.809}, {'end': 3046.61, 'text': "It establishes a connection, and I'm connected to my machine.", 'start': 3043.868, 'duration': 2.742}, {'end': 3050.852, 'text': 'What we can easily do is to confirm if we are in the right machine.', 'start': 3046.87, 'duration': 3.982}, {'end': 3054.495, 'text': 'We can just do a ls to look at the file system.', 'start': 3051.112, 'duration': 3.383}, {'end': 3062.84, 'text': 'What we can also do is we can basically log in as root by doing a sudo su, and that allows you to get into the machine as root.', 'start': 3054.915, 'duration': 7.925}], 'summary': 'Demonstrating ssh connection and root login to the vm.', 'duration': 28.806, 'max_score': 3034.034, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY3034034.jpg'}], 'start': 2791.249, 'title': 'Setting up networking and instances', 'summary': 'Covers setting up networking for instances, including default setup and manual ip selection, disk management options, and detailed steps for creating and using ssh keys with both .ppk and .pem formats. it also demonstrates creating an instance template, spinning up multiple instances using the template, connecting to the instances via ssh, and verifying the connection, showcasing the process of creating and connecting to instances using templates and ssh.', 'chapters': [{'end': 2941.557, 'start': 2791.249, 'title': 'Networking and ssh key setup', 'summary': 'Covers setting up networking for instances, including default setup and manual ip selection, disk management options, and detailed steps for creating and using ssh keys with both .ppk and .pem formats.', 'duration': 150.308, 'highlights': ['You can choose a particular IP for networking, but it would cost more. Manual IP selection may incur additional costs.', 'Steps for creating and using a .ppk file with Putty for external SSH client connection. Detailed steps for creating and using .ppk file for SSH connection using Putty.', 'Steps for creating and using a .pem file for software that directly uses SSH to connect to instances. Detailed steps for creating and using .pem file for software requiring direct SSH connection.', 'Explanation of providing public and private keys for SSH connection to instances. Detailed explanation of providing public and private keys for SSH connection.', 'Information on default setup and auto subnet for networking. Overview of default setup and auto subnet for networking.']}, {'end': 3135.728, 'start': 2941.937, 'title': 'Creating and connecting to instances', 'summary': 'Demonstrates how to create an instance template, spin up multiple instances using the template, connect to the instances via ssh, and verify the connection, showcasing the process of creating and connecting to instances using templates and ssh.', 'duration': 193.791, 'highlights': ['The process of creating an instance template and spinning up multiple instances using the same template, allowing for easy and efficient instance deployment. Allows for the creation and deployment of multiple instances using the same template.', 'Demonstrates the process of connecting to an instance via SSH, including transferring SSH keys, establishing the connection, and verifying the login. Shows the steps involved in connecting to an instance using SSH, including the transfer of SSH keys.', 'The option to create an instance from scratch or use a pre-existing template for instance creation, providing flexibility in deployment methods. Provides the flexibility to create instances either from scratch or by using pre-existing templates.']}], 'duration': 344.479, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY2791249.jpg', 'highlights': ['Allows for the creation and deployment of multiple instances using the same template.', 'Shows the steps involved in connecting to an instance using SSH, including the transfer of SSH keys.', 'Provides the flexibility to create instances either from scratch or by using pre-existing templates.', 'Explanation of providing public and private keys for SSH connection.', 'Overview of default setup and auto subnet for networking.', 'You can choose a particular IP for networking, but it would cost more.']}, {'end': 3494.347, 'segs': [{'end': 3222.842, 'src': 'embed', 'start': 3156.682, 'weight': 0, 'content': [{'end': 3164.846, 'text': 'So Compute Engine offers different predefined virtual machines, and they have configurations for every need.', 'start': 3156.682, 'duration': 8.164}, {'end': 3172.952, 'text': 'from small general purpose instances to large memory optimized instances with up to 11.5 terabytes of ram.', 'start': 3165.345, 'duration': 7.607}, {'end': 3179.137, 'text': 'you can have fast compute instances optimized up to 60 virtual cpu cores.', 'start': 3172.952, 'duration': 6.185}, {'end': 3187.865, 'text': 'you also have custom machine types so you can create a vm that best fits your workload, and by tailoring a custom machine type to your specific need,', 'start': 3179.137, 'duration': 8.728}, {'end': 3190.067, 'text': 'you can realize significant savings.', 'start': 3187.865, 'duration': 2.202}, {'end': 3192.429, 'text': 'There are preemptible VMs, which we saw.', 'start': 3190.447, 'duration': 1.982}, {'end': 3197.373, 'text': 'There is also a facility which allows you to take the benefit of live migration.', 'start': 3192.549, 'duration': 4.824}, {'end': 3198.894, 'text': 'For VMs,', 'start': 3197.853, 'duration': 1.041}, {'end': 3207.341, 'text': 'you have durable high-performance block storage for virtual machine instances in the form of persistent disks where data is stored redundantly,', 'start': 3198.894, 'duration': 8.447}, {'end': 3211.945, 'text': 'for integrity, flexibility and to resize storage without interruption.', 'start': 3207.341, 'duration': 4.604}, {'end': 3217.229, 'text': 'And you could be choosing HDDs or SDDs for your instances.', 'start': 3212.325, 'duration': 4.904}, {'end': 3222.842, 'text': 'now you also have option such as gpu accelerators.', 'start': 3217.833, 'duration': 5.009}], 'summary': 'Compute engine offers customizable vms with up to 11.5tb ram, 60 vcpu cores, preemptible vms, live migration, and hdd/sdd options.', 'duration': 66.16, 'max_score': 3156.682, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY3156682.jpg'}, {'end': 3292.845, 'src': 'embed', 'start': 3247.923, 'weight': 2, 'content': [{'end': 3251.264, 'text': 'medical analysis and virtual workstation applications.', 'start': 3247.923, 'duration': 3.341}, {'end': 3259.34, 'text': 'so you can add and remove gpus to a vm when your workload changes and pay for gpu only while using.', 'start': 3251.778, 'duration': 7.562}, {'end': 3268.763, 'text': 'so these are some of the features which basically compute engine offers, and we already know that google builds in second level increments,', 'start': 3259.34, 'duration': 9.423}, {'end': 3271.324, 'text': 'so we only pay for the compute time.', 'start': 3268.763, 'duration': 2.561}, {'end': 3282.811, 'text': 'now there are different savings which are possible, so you have commitment savings, which basically means you can save up to 57% with upfront cost,', 'start': 3271.324, 'duration': 11.487}, {'end': 3284.513, 'text': 'per instance type lock-in.', 'start': 3282.811, 'duration': 1.702}, {'end': 3292.845, 'text': 'You have container support, so you can basically run, manage and orchestrate docker containers or compute engine instances.', 'start': 3285.214, 'duration': 7.631}], 'summary': 'Google compute engine offers gpu flexibility and cost savings, including up to 57% with commitment savings, and container support for docker containers.', 'duration': 44.922, 'max_score': 3247.923, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY3247923.jpg'}], 'start': 3135.728, 'title': 'Compute engine and its features', 'summary': 'Details the features of compute engine and google compute engine, such as predefined machine types with up to 11.5 terabytes of ram and 60 virtual cpu cores, cost-saving options like commitment savings, sustained use discounts, and reservations for vm instances, and gpu accelerators for computationally intensive workloads.', 'chapters': [{'end': 3198.894, 'start': 3135.728, 'title': 'Compute engine features', 'summary': 'Discusses the features of compute engine, including predefined machine types offering configurations for different needs, with up to 11.5 terabytes of ram and 60 virtual cpu cores, custom machine types for workload optimization, significant cost savings, preemptible vms, and live migration benefits.', 'duration': 63.166, 'highlights': ['Compute Engine offers predefined virtual machines with configurations for every need, including large memory optimized instances with up to 11.5 terabytes of RAM and fast compute instances optimized up to 60 virtual CPU cores.', 'Custom machine types allow users to create VMs that best fit their workload, leading to significant cost savings.', 'Preemptible VMs and live migration benefits are also available in Compute Engine.']}, {'end': 3494.347, 'start': 3198.894, 'title': 'Google compute engine features', 'summary': 'Discusses the features of google compute engine, including durable high-performance block storage, gpu accelerators for computationally intensive workloads, and various cost-saving options such as commitment savings, sustained use discounts, and reservations for vm instances.', 'duration': 295.453, 'highlights': ['Durable High-Performance Block Storage Persistent disks allow data storage redundancy, flexibility, and resizing without interruption, with options for HDDs or SDDs for instances.', 'GPU Accelerators Provides the ability to add and remove GPUs to accelerate computationally intensive workloads like machine learning, simulation, medical analysis, and virtual workstation applications, with the option to pay for GPUs only while using.', 'Cost-Saving Options Options include commitment savings of up to 57% with upfront cost, sustained use discounts for running compute engine resources, and the ability to create reservations for VM instances in specific zones.']}], 'duration': 358.619, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY3135728.jpg', 'highlights': ['Predefined machine types with up to 11.5 terabytes of RAM and 60 virtual CPU cores', 'Custom machine types for significant cost savings', 'GPU accelerators for computationally intensive workloads', 'Durable High-Performance Block Storage Persistent disks for data storage redundancy and flexibility', 'Cost-saving options like commitment savings, sustained use discounts, and reservations for VM instances']}, {'end': 4273.53, 'segs': [{'end': 3568.727, 'src': 'embed', 'start': 3545.586, 'weight': 0, 'content': [{'end': 3555.652, 'text': 'So you have options such as big table, you have data store, fire store, file store, you have SQL based services, you have storage,', 'start': 3545.586, 'duration': 10.066}, {'end': 3559.714, 'text': 'which is object storage, and then you have other options which are available.', 'start': 3555.652, 'duration': 4.062}, {'end': 3568.727, 'text': 'so google cloud platform offers different storage based services, out of which storage, which is your object storage, is quite popular.', 'start': 3560.074, 'duration': 8.653}], 'summary': 'Google cloud platform offers various storage options including object storage, which is quite popular.', 'duration': 23.141, 'max_score': 3545.586, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY3545586.jpg'}, {'end': 3621.528, 'src': 'heatmap', 'start': 3536.761, 'weight': 1, 'content': [{'end': 3545.326, 'text': 'Now you can go back to console and here you can click on this one and here you can just scroll down to see what are the different options in storage.', 'start': 3536.761, 'duration': 8.565}, {'end': 3555.652, 'text': 'So you have options such as big table, you have data store, fire store, file store, you have SQL based services, you have storage,', 'start': 3545.586, 'duration': 10.066}, {'end': 3559.714, 'text': 'which is object storage, and then you have other options which are available.', 'start': 3555.652, 'duration': 4.062}, {'end': 3568.727, 'text': 'so google cloud platform offers different storage based services, out of which storage, which is your object storage, is quite popular.', 'start': 3560.074, 'duration': 8.653}, {'end': 3575.136, 'text': 'one click on storage and that basically shows you an option which talks about storage browser.', 'start': 3568.727, 'duration': 6.409}, {'end': 3579.181, 'text': "So this is your Google Cloud's object storage.", 'start': 3575.576, 'duration': 3.605}, {'end': 3586.631, 'text': 'So when we talk about object storage, it is basically a storage where you could store any kind of data.', 'start': 3579.782, 'duration': 6.849}, {'end': 3596.101, 'text': 'And when we talk about object storage, it is a bunch of bytes which we address, wherein every object will have a unique key.', 'start': 3587.032, 'duration': 9.069}, {'end': 3600.625, 'text': 'these unique keys are in the form of url, which allows you to access the object.', 'start': 3596.101, 'duration': 4.524}, {'end': 3608.27, 'text': 'so cloud storage is comprised of what we call as buckets, which are used to store and hold your storage objects.', 'start': 3600.625, 'duration': 7.645}, {'end': 3613.654, 'text': 'these storage objects are immutable and every change creates a new version.', 'start': 3608.27, 'duration': 5.384}, {'end': 3621.528, 'text': 'now you can also have control access via iam, that is, identity access management, or via access control list.', 'start': 3613.654, 'duration': 7.874}], 'summary': 'Google cloud platform offers different storage services, including object storage, with unique keys in the form of urls, and access control via iam or access control list.', 'duration': 25.427, 'max_score': 3536.761, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY3536761.jpg'}, {'end': 3771.973, 'src': 'embed', 'start': 3747.725, 'weight': 2, 'content': [{'end': 3754.207, 'text': 'you can also go for cold storage, such as near line, which is best for backups and data access less than once a month.', 'start': 3747.725, 'duration': 6.482}, {'end': 3761.83, 'text': 'you can go for freezing storage, such as cold line, best for disaster recovery and data accessed less than once a quarter.', 'start': 3754.207, 'duration': 7.623}, {'end': 3766.652, 'text': 'or you can go for archiving, where the data is accessed less than once a year.', 'start': 3761.83, 'duration': 4.822}, {'end': 3771.973, 'text': "let's go for standard as of now and now you can choose how to control access to objects.", 'start': 3766.652, 'duration': 5.321}], 'summary': 'Consider cold storage options like near line, cold line, or archiving based on data access frequency. standard storage is recommended initially.', 'duration': 24.248, 'max_score': 3747.725, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY3747725.jpg'}, {'end': 3976.361, 'src': 'embed', 'start': 3942.532, 'weight': 3, 'content': [{'end': 3947.257, 'text': 'and that basically shows you the content of this file based on the permissions.', 'start': 3942.532, 'duration': 4.725}, {'end': 3952.762, 'text': 'so this is basically your object storage, which is one of the service which is offered.', 'start': 3947.257, 'duration': 5.505}, {'end': 3959.99, 'text': 'what you can also do is you can create folders and within folders, you can then upload your data.', 'start': 3952.762, 'duration': 7.228}, {'end': 3967.295, 'text': 'so this is your google cloud storage option, which is for your object storage.', 'start': 3960.41, 'duration': 6.885}, {'end': 3976.361, 'text': 'that is, you can add different items, you can give different permissions and you can use this google cloud platforms storage service offering.', 'start': 3967.295, 'duration': 9.066}], 'summary': 'Google cloud storage allows creating folders, uploading data, and managing permissions for object storage.', 'duration': 33.829, 'max_score': 3942.532, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY3942532.jpg'}, {'end': 4215.068, 'src': 'embed', 'start': 4183.613, 'weight': 4, 'content': [{'end': 4188.719, 'text': 'Now there is also some option called replication guidance, which basically says replication for Cloud Table.', 'start': 4183.613, 'duration': 5.106}, {'end': 4195.927, 'text': 'Bigtable copies your data across multiple regions, enabling you to isolate workload and increase the availability and durability of your data.', 'start': 4188.719, 'duration': 7.208}, {'end': 4202.855, 'text': 'Depending on your use case, you can have Bigtable, which can be used to have your data across regions.', 'start': 4196.268, 'duration': 6.587}, {'end': 4215.068, 'text': "Now you can click on create with all your specifications chosen, and that's going to set up a cluster, or you can say a fully managed NoSQL database,", 'start': 4203.476, 'duration': 11.592}], 'summary': 'Replication guidance for cloud table in bigtable enables data isolation and increases availability and durability across regions.', 'duration': 31.455, 'max_score': 4183.613, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY4183613.jpg'}], 'start': 3494.347, 'title': 'Google cloud services and storage', 'summary': "Provides an overview of google cloud platform's compute engine service, storage services including object storage with options such as bucket creation, access control, and storage classes, along with explanations of google cloud storage, including setting access permissions, encryption, retention policy, and usage of gsutil, and an overview of bigtable, its use cases, setup process, performance metrics, and replication options.", 'chapters': [{'end': 3766.652, 'start': 3494.347, 'title': 'Google cloud services overview', 'summary': 'Covers the compute engine service as a part of google cloud platform, followed by an overview of the storage services including object storage, with options such as bucket creation, access control, and storage classes.', 'duration': 272.305, 'highlights': ['Google Cloud Platform offers different storage based services, with object storage being popular. Google Cloud Platform provides a variety of storage services, with object storage being a popular choice for storing different types of data.', 'Object storage in Google Cloud Platform operates using unique keys in the form of URLs, and consists of immutable storage objects with versioning and access control options. Object storage in Google Cloud Platform operates using unique keys in the form of URLs, with immutable storage objects, versioning, and access control options such as IAM and ACL.', 'Different storage classes in Google Cloud Platform, such as standard, near line, cold line, and archiving, offer varying costs and suitability based on data access frequency. Google Cloud Platform offers different storage classes including standard, near line, cold line, and archiving, each with varying costs and suitability based on data access frequency.']}, {'end': 4273.53, 'start': 3766.652, 'title': 'Google cloud storage and bigtable overview', 'summary': 'Explains the creation and management of buckets in google cloud storage, including setting access permissions, encryption, retention policy, and usage of gsutil. it also provides an overview of bigtable, its use cases, setup process, performance metrics, and replication options.', 'duration': 506.878, 'highlights': ['Google Cloud Storage: Creation and Management The process of creating and managing buckets in Google Cloud Storage, including setting access permissions, encryption, retention policy, and usage of gsutil for working with buckets.', 'Bigtable Overview and Setup Process Explanation of Bigtable, its use cases, setup process, performance metrics, and replication options, including the creation of instances, storage type selection, region and zone configuration, and node count.', 'Bigtable Performance Metrics and Replication Options Detailed performance metrics of Bigtable, including reads, writes, scans, storage capacity, and replication guidance for data across multiple regions to increase availability and durability.']}], 'duration': 779.183, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY3494347.jpg', 'highlights': ['Google Cloud Platform offers different storage based services, with object storage being popular.', 'Object storage in Google Cloud Platform operates using unique keys in the form of URLs, with immutable storage objects, versioning, and access control options such as IAM and ACL.', 'Different storage classes in Google Cloud Platform, such as standard, near line, cold line, and archiving, offer varying costs and suitability based on data access frequency.', 'Google Cloud Storage: Creation and Management The process of creating and managing buckets in Google Cloud Storage, including setting access permissions, encryption, retention policy, and usage of gsutil for working with buckets.', 'Bigtable Overview and Setup Process Explanation of Bigtable, its use cases, setup process, performance metrics, and replication options, including the creation of instances, storage type selection, region and zone configuration, and node count.', 'Bigtable Performance Metrics and Replication Options Detailed performance metrics of Bigtable, including reads, writes, scans, storage capacity, and replication guidance for data across multiple regions to increase availability and durability.']}, {'end': 5800.303, 'segs': [{'end': 4368.204, 'src': 'embed', 'start': 4345.856, 'weight': 0, 'content': [{'end': 4353.819, 'text': 'so, for example, if you are using something like cloud data flow or cloud data proc, where you would want MapReduce kind of operations,', 'start': 4345.856, 'duration': 7.963}, {'end': 4359.241, 'text': 'Bigtable can act as a good storage because it has very high throughput and scalability.', 'start': 4354.299, 'duration': 4.942}, {'end': 4368.204, 'text': 'And the best thing is that it supports HBase API, thus allowing easy integration with Apache, Hadoop and Spark clusters,', 'start': 4359.661, 'duration': 8.543}], 'summary': 'Bigtable is a high throughput and scalable storage option, supporting hbase api for easy integration with apache, hadoop, and spark clusters.', 'duration': 22.348, 'max_score': 4345.856, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY4345856.jpg'}, {'end': 4611.823, 'src': 'embed', 'start': 4583.577, 'weight': 3, 'content': [{'end': 4588.28, 'text': 'However, here you are paying for monthly storage for reads and writes.', 'start': 4583.577, 'duration': 4.703}, {'end': 4592.883, 'text': 'But in case of Bigtable, you are paying for cluster when it is running.', 'start': 4588.98, 'duration': 3.903}, {'end': 4600.509, 'text': 'So cloud data store is a good option for small data, infrequent access, and it acts cheaper.', 'start': 4593.383, 'duration': 7.126}, {'end': 4608.182, 'text': 'when you talk about large amount of data or big data and frequent access, then you are talking about cloud big table.', 'start': 4601.36, 'duration': 6.822}, {'end': 4611.823, 'text': 'so big table is cheaper when you talk about larger amount of data.', 'start': 4608.182, 'duration': 3.641}], 'summary': 'Cloud datastore is suitable for small, infrequent data, while bigtable is cheaper for large and frequent data.', 'duration': 28.246, 'max_score': 4583.577, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY4583577.jpg'}, {'end': 4824.481, 'src': 'embed', 'start': 4799.433, 'weight': 1, 'content': [{'end': 4807.876, 'text': 'it basically supports relational schema, so it offers strong consistency for all queries, which can be sql based.', 'start': 4799.433, 'duration': 8.443}, {'end': 4809.777, 'text': 'you can have multi-region deployment.', 'start': 4807.876, 'duration': 1.901}, {'end': 4818.3, 'text': 'now, when it comes to massive scalability requirement and strong consistency, cloud spanner is a good option.', 'start': 4810.478, 'duration': 7.822}, {'end': 4824.481, 'text': 'so it says cloud spanner is a managed mission, critical, globally consistent and scalable relational database.', 'start': 4818.3, 'duration': 6.181}], 'summary': 'Cloud spanner offers strong consistency, multi-region deployment, and massive scalability for sql-based queries.', 'duration': 25.048, 'max_score': 4799.433, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY4799433.jpg'}, {'end': 4924.57, 'src': 'embed', 'start': 4897.043, 'weight': 2, 'content': [{'end': 4905.329, 'text': 'so this is basically A service which allows you to have fully managed relational MySQL, Postgres and SQL Server databases.', 'start': 4897.043, 'duration': 8.286}, {'end': 4907.991, 'text': 'Google handles replication, patch management,', 'start': 4905.329, 'duration': 2.662}, {'end': 4913.935, 'text': 'database management and other things which are related to this managed or fully managed database service.', 'start': 4907.991, 'duration': 5.944}, {'end': 4924.57, 'text': 'It can allow you to handle terabytes of storage capacity with 40,000 IOPS with huge amount of RAM per instance.', 'start': 4914.747, 'duration': 9.823}], 'summary': "Google's managed databases offer fully managed relational mysql, postgres, and sql server databases, with terabytes of storage capacity, 40,000 iops, and large ram per instance.", 'duration': 27.527, 'max_score': 4897.043, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY4897043.jpg'}, {'end': 5042.765, 'src': 'embed', 'start': 5015.525, 'weight': 4, 'content': [{'end': 5020.386, 'text': 'so with big query you just load data and pay only for what you use.', 'start': 5015.525, 'duration': 4.861}, {'end': 5022.647, 'text': 'so it, when it comes to features,', 'start': 5020.386, 'duration': 2.261}, {'end': 5032.513, 'text': 'you have features such as capability to process billions of rows in seconds and if you would want to do real-time analysis of streaming data,', 'start': 5022.647, 'duration': 9.866}, {'end': 5034.175, 'text': 'that is also possible here.', 'start': 5032.513, 'duration': 1.662}, {'end': 5042.765, 'text': 'so here we have clicked on BigQuery, which basically shows you the option where you can start typing your query and test your data access,', 'start': 5034.175, 'duration': 8.59}], 'summary': 'Bigquery allows cost-effective data loading and processing, with real-time analysis capabilities.', 'duration': 27.24, 'max_score': 5015.525, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY5015525.jpg'}, {'end': 5366.038, 'src': 'embed', 'start': 5316.936, 'weight': 5, 'content': [{'end': 5319.597, 'text': "it's a layer on top to spin up clusters.", 'start': 5316.936, 'duration': 2.661}, {'end': 5321.038, 'text': "it's a managed service.", 'start': 5319.597, 'duration': 1.441}, {'end': 5323.64, 'text': "it's cheaper pay when the jobs are running.", 'start': 5321.038, 'duration': 2.602}, {'end': 5329.123, 'text': "only it's fast because it is integrated with other google cloud services.", 'start': 5323.64, 'duration': 5.483}, {'end': 5336.628, 'text': 'you have open source components pre-installed and data proc is integrated with yarn to make cluster management easier.', 'start': 5329.123, 'duration': 7.505}, {'end': 5341.651, 'text': 'When you talk about Dataproc, you can click on create cluster,', 'start': 5337.228, 'duration': 4.423}, {'end': 5349.495, 'text': 'and that basically allows you to set up your cluster by choosing a particular region which you would want to use.', 'start': 5341.651, 'duration': 7.844}, {'end': 5351.829, 'text': "For example, I'll choose Europe West 4.", 'start': 5349.535, 'duration': 2.294}, {'end': 5354.391, 'text': 'Here it tells what kind of machines you would want to use.', 'start': 5351.829, 'duration': 2.562}, {'end': 5361.715, 'text': 'And by default, it has populated as the machine here, which is 4 CPU and 15 gigabyte.', 'start': 5354.931, 'duration': 6.784}, {'end': 5366.038, 'text': "Now, since you might be using a free account, let's not go for the high-end machine.", 'start': 5361.755, 'duration': 4.283}], 'summary': 'Google cloud dataproc offers managed, cost-effective cluster management, with pre-installed open source components and integrated with other google cloud services, allowing for easy cluster setup and management.', 'duration': 49.102, 'max_score': 5316.936, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY5316936.jpg'}], 'start': 4273.53, 'title': 'Google cloud services overview', 'summary': "Explores google cloud platform's storage services, including bigtable, datastore, cloud firestore, cloud spanner, and cloud sql, highlighting their features, pricing, and use cases.", 'chapters': [{'end': 4393.003, 'start': 4273.53, 'title': 'Bigtable overview', 'summary': 'Provides an overview of google cloud bigtable, highlighting its use cases, limitations, and performance benchmarks including its suitability for low latency access, preference for data over one terabyte, and the unsuitability for storing individual elements larger than 10 megabytes. it also discusses its applicability for online analytical processing (olap) and integration with services like cloud dataproc and hbase api.', 'duration': 119.473, 'highlights': ['Bigtable is suitable for low latency access and performs well for data greater than one terabyte, however, its performance suffers if individual elements larger than 10 megabytes are stored.', 'It is not suitable for online transaction processing and multi-row transactions, but is designed for online analytical processing (OLAP).', 'Bigtable provides high throughput and scalability, making it suitable for use cases like cloud data flow and cloud data proc for MapReduce operations.', 'It supports HBase API, facilitating easy integration with Apache, Hadoop, and Spark clusters, and is commonly used in financial services, IoT, and real-time analytics.']}, {'end': 4966.393, 'start': 4393.584, 'title': 'Google cloud services overview', 'summary': "Explores google cloud platform's storage services, including bigtable, datastore, cloud firestore, cloud spanner, and cloud sql, highlighting their features, pricing, and use cases.", 'duration': 572.809, 'highlights': ['Cloud Spanner offers strong consistency for all queries, multi-region deployment, and massive scalability, making it a good option for mission-critical and globally consistent relational database needs. Cloud Spanner supports strong consistency for all queries, multi-region deployment, and massive scalability, suitable for mission-critical and globally consistent relational databases.', 'Cloud SQL is a fully managed relational MySQL, Postgres, and SQL Server database service with capabilities for terabytes of storage capacity, 40,000 IOPS, and extensive RAM per instance. Cloud SQL is a fully managed relational database service supporting MySQL, Postgres, and SQL Server with capabilities for terabytes of storage, 40,000 IOPS, and extensive RAM per instance.', 'Cloud Datastore and Cloud Bigtable are compared in terms of pricing, with Cloud Datastore being a good option for small data and infrequent access, while Cloud Bigtable is more cost-effective for large amounts of data and frequent access. Comparison of pricing between Cloud Datastore and Cloud Bigtable, where Datastore is suitable for small data and infrequent access, while Bigtable is more cost-effective for large data and frequent access.', 'Cloud Datastore offers additional features on top of Bigtable, and Google introduced Cloud Spanner to provide RDBMS feature support with strong consistency and massive scalability. Cloud Datastore provides additional features on top of Bigtable, and Cloud Spanner was introduced to support RDBMS features with strong consistency and massive scalability.']}, {'end': 5341.651, 'start': 4966.872, 'title': 'Google cloud: bigquery and dataproc', 'summary': "Introduces google cloud's managed sql service, bigquery, which offers fast and cost-effective querying of big data with features such as processing billions of rows in seconds and real-time analysis of streaming data, as well as dataproc, a managed service for running spark or hadoop jobs with integrated open source components and cost-effective pay-as-you-go pricing.", 'duration': 374.779, 'highlights': ['BigQuery offers fast and cost-effective querying of big data. BigQuery provides the capability to process billions of rows in seconds and offers real-time analysis of streaming data.', "BigQuery's pricing is cost-effective, with storage costs at approximately 0.02 cents per GB per month and no charge for reading data, and DataProc offers cost-effective pay-as-you-go pricing. BigQuery's storage costs are approximately 0.02 cents per GB per month, with no charge for reading data, and DataProc offers cost-effective pay-as-you-go pricing for running Spark or Hadoop jobs.", 'DataProc is a managed service for running Spark or Hadoop jobs with integrated open source components. DataProc is a managed service that integrates open source components, such as Spark or Hadoop, and offers managed cluster management using YARN.']}, {'end': 5800.303, 'start': 5341.651, 'title': 'Setting up big data cluster on google cloud', 'summary': 'Explains the process of setting up a big data cluster on google cloud platform, including choosing the region, configuring machine types, primary disks, worker nodes, and submitting jobs, allowing users to run big data clusters and control access via roles or access control list.', 'duration': 458.652, 'highlights': ['You can set up your cluster by choosing a specific region and configuring machine types, primary disks, and worker nodes. Users can customize their big data cluster by selecting a specific region, machine types, and worker nodes, providing flexibility to accommodate various computational needs.', 'The process involves choosing machine types with specific configurations, such as the number of CPUs and memory capacity. The selection of machine types involves specifying configurations, including the number of CPUs and memory capacity, enabling users to tailor the cluster to their computational requirements.', 'The detailed configuration includes settings for primary disks, disk types, worker node configurations, and minimum worker node requirements. The configuration process encompasses setting up primary disks, disk types, worker node configurations, and specifying the minimum worker node requirements, ensuring comprehensive customization of the big data cluster.']}], 'duration': 1526.773, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/vACTtmLWiQY/pics/vACTtmLWiQY4273530.jpg', 'highlights': ['Bigtable provides high throughput and scalability, suitable for cloud data flow and cloud data proc for MapReduce operations.', 'Cloud Spanner offers strong consistency for all queries, multi-region deployment, and massive scalability, suitable for mission-critical and globally consistent relational databases.', 'Cloud SQL is a fully managed relational database service supporting MySQL, Postgres, and SQL Server with capabilities for terabytes of storage, 40,000 IOPS, and extensive RAM per instance.', 'Cloud Datastore is suitable for small data and infrequent access, while Cloud Bigtable is more cost-effective for large data and frequent access.', 'BigQuery provides the capability to process billions of rows in seconds and offers real-time analysis of streaming data.', 'DataProc is a managed service that integrates open source components, such as Spark or Hadoop, and offers managed cluster management using YARN.', 'Users can customize their big data cluster by selecting a specific region, machine types, and worker nodes, providing flexibility to accommodate various computational needs.']}], 'highlights': ['The tutorial covers an overview of Google Cloud Platform (GCP), including its benefits and services.', "The use case of Domino's pizza in utilizing GCP is discussed.", "Domino's Pizza experienced a 6% increase in monthly revenue after using Google Analytics Premium, Google Tag Manager, and BigQuery.", "Cloud computing benefits resolved Nina's challenges by offering on-demand memory space, load balancing, and cost-efficient scaling.", 'Google Cloud Platform offers better pricing compared to its competitors.', 'Google Cloud Platform emphasizes high productivity, collaboration, security, scalability, and cost-effectiveness.', 'Google Cloud Platform is available in 200+ countries worldwide, reflecting its extensive global presence.', 'Different instance types (N2, C2, m2) Google Cloud offers different instance types including N2 for general purpose instances, C2 for compute optimized instances, and m2 for memory optimized instances, catering to diverse workloads such as gaming, HPC, in-memory databases, and real-time analytics.', 'Serverless computing allows organizations to dynamically change their underlying architecture and scale without the need for infrastructure setup, making it a preferred choice for modern microservices architecture.', 'Google Cloud offers better pricing than competitors and live migration of virtual machines, providing improved performance and redundant backups.', 'Google Cloud Platform offers scalable, high performance virtual machines with access to high performance networking infrastructure and block storage.', 'Allows for the creation and deployment of multiple instances using the same template.', 'Predefined machine types with up to 11.5 terabytes of RAM and 60 virtual CPU cores', 'Google Cloud Platform offers different storage based services, with object storage being popular.', 'Bigtable provides high throughput and scalability, suitable for cloud data flow and cloud data proc for MapReduce operations.', 'Cloud Spanner offers strong consistency for all queries, multi-region deployment, and massive scalability, suitable for mission-critical and globally consistent relational databases.', 'Cloud SQL is a fully managed relational database service supporting MySQL, Postgres, and SQL Server with capabilities for terabytes of storage, 40,000 IOPS, and extensive RAM per instance.', 'BigQuery provides the capability to process billions of rows in seconds and offers real-time analysis of streaming data.', 'DataProc is a managed service that integrates open source components, such as Spark or Hadoop, and offers managed cluster management using YARN.', 'Users can customize their big data cluster by selecting a specific region, machine types, and worker nodes, providing flexibility to accommodate various computational needs.']}