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

description
🔥 Cloud Architect Masters Program (Discount Coupon - YTBE15):https://www.simplilearn.com/cloud-solutions-architect-masters-program-training?utm_campaign=23AugustTubebuddyExpCC&utm_medium=DescriptionFF&utm_source=youtube 🔥 IIT Guwahati Professional Certificate Program In Cloud Computing And DevOps (India Only): https://www.simplilearn.com/professional-certificate-program-cloud-computing-devops?utm_campaign=GCPFSjul14&utm_medium=Descriptionff&utm_source=youtube 🔥Caltech Cloud Computing Bootcamp (US Only): https://www.simplilearn.com/cloud-computing-bootcamp-certification-course?utm_campaign=GCPFSjul14&utm_medium=Descriptionff&utm_source=youtube The Google Cloud Platform Tutorial video will cover all the important concepts of Google Cloud Platform. Google Cloud Platform is a set of cloud computing services provided by Google that runs on the same infrastructure that Google uses for its end-user products like, YouTube, Gmail and more. In this video, we will be looking into what is GCP? GCP tutorial, AWS vs GCP, GCP web hosting, Google cloud ML, GCP fundamentals, Google Cloud Platform Fundamentals (CP100A) Certification Training. 00:00:00 What is GCP? 01:32:48 GCP Tutorial 03:09:01 AWS vs GCP 03:17:13 GCP Web Hosting 03:36:24 Google Cloud ML 03:38:50 Google Cloud Platform Certificate Training ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Google Cloud Platform(GCP) tutorial videos: https://bit.ly/35r8IPg #GoogleCloudPlatformTutorial #GoogleCloudPlatformFullCourse #GoogleCloudTutorial #GoogleCloudPlatformTutorialForBeginners #CloudComputing #Simplilearn ➡️ About Post Graduate Program In Cloud Computing This Post Graduate Program in Cloud Computing helps you become an expert in designing, planning, and scaling cloud implementations. Our Cloud Computing course helps you master the core skill sets required to design and deploy dynamically scalable and reliable applications on three popular cloud platform providers: Microsoft Azure, AWS, and GCP. ✅ Key Features - Caltech CTME Post Graduate Certificate - Enrolment in Simplilearn’s JobAssist - Receive up to 30 CEUs from Caltech CTME - Simplilearn's JobAssist helps you get noticed by top hiring companies - Attend Masterclasses from Caltech CTME instructors - Live virtual classes led by industry experts, hands-on projects and integrated labs - Online Convocation by Caltech CTME Program Director - 40+ Hands-On Projects and Integrated Labs - Capstone Project in 4 Domains - Caltech CTME Circle Membership ✅ Skills Covered - Cloud Provider Selection - Application Migration - Performance Testing - Cloud Workloads - Identity Access Management - Autoscaling - Disaster Recovery - Web Services and API - Cloud Migration and Deployment - Database Management - MultiCloud Deployment - Storage Services 👉 Learn More At: https://www.simplilearn.com/pgp-cloud-computing-certification-training-course?utm_campaign=GCPFSjul14&utm_medium=Description&utm_source=youtube 🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688

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{'title': 'Google Cloud Platform Full Course | Google Cloud Platform Tutorial | Cloud Computing | Simplilearn', 'heatmap': [], 'summary': "Provides a comprehensive overview of google cloud platform, including comparisons with aws, services like bigquery, compute engine, and gcp's managed services. it also features a case study of lush cosmetics' success with gcp, achieving 40% reduced hosting costs and improved availability.", 'chapters': [{'end': 905.759, 'segs': [{'end': 128.723, 'src': 'embed', 'start': 103.102, 'weight': 0, 'content': [{'end': 110.786, 'text': 'that is Google Cloud Platform, Google Cloud Platform domains, about a use case that is Federo use case,', 'start': 103.102, 'duration': 7.684}, {'end': 115.648, 'text': 'and also a quick demo on using services from Google Cloud Platform.', 'start': 110.786, 'duration': 4.862}, {'end': 121.578, 'text': 'So when we talk about Google Cloud Platform, we also need to know what is cloud computing.', 'start': 116.175, 'duration': 5.403}, {'end': 128.723, 'text': 'So cloud computing is the use of hardware and software components to deliver a service to a network.', 'start': 121.939, 'duration': 6.784}], 'summary': 'Google cloud platform offers services for federo use case and provides cloud computing solutions.', 'duration': 25.621, 'max_score': 103.102, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE103102.jpg'}, {'end': 328.247, 'src': 'embed', 'start': 305.757, 'weight': 2, 'content': [{'end': 313.865, 'text': 'Now this is your training library, which shows your different cloud providers, such as Amazon, Microsoft Azure, GCP,', 'start': 305.757, 'duration': 8.108}, {'end': 318.771, 'text': 'and then you have various other topics which are specifics to organization.', 'start': 313.865, 'duration': 4.906}, {'end': 328.247, 'text': 'You can obviously look at the pricing and you can also look at resources, which will give you a good experience in learning from these videos.', 'start': 319.502, 'duration': 8.745}], 'summary': 'Training library covers amazon, azure, gcp, plus pricing & resources for learning.', 'duration': 22.49, 'max_score': 305.757, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE305757.jpg'}, {'end': 905.759, 'src': 'embed', 'start': 857.58, 'weight': 1, 'content': [{'end': 865.683, 'text': 'that is, you have cloud sdk software development kit, you have deployment manager, cloud source repositories and cloud test lab.', 'start': 857.58, 'duration': 8.103}, {'end': 868.845, 'text': 'when we talk about identity and security,', 'start': 866.283, 'duration': 2.562}, {'end': 877.01, 'text': 'which is one of the primary concerns for any organization or any user who would be interested in using a cloud platform,', 'start': 868.845, 'duration': 8.165}, {'end': 881.072, 'text': 'google cloud really has taken care of this.', 'start': 877.01, 'duration': 4.062}, {'end': 886.195, 'text': 'so when you talk about identity and security domain, this deals with security services.', 'start': 881.072, 'duration': 5.123}, {'end': 890.238, 'text': 'now, various services here are cloud identity.', 'start': 886.195, 'duration': 4.043}, {'end': 894.973, 'text': 'You have Identity and Access Management, that is, Cloud IAM.', 'start': 890.751, 'duration': 4.222}, {'end': 897.595, 'text': 'You have Identity Aware Proxies.', 'start': 895.394, 'duration': 2.201}, {'end': 905.759, 'text': 'You have Cloud Data Loss Prevention API, Security Key Enforcement, Key Management, Service, and many more.', 'start': 898.135, 'duration': 7.624}], 'summary': 'Google cloud offers secure services like cloud iam, identity aware proxies, and data loss prevention api.', 'duration': 48.179, 'max_score': 857.58, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE857580.jpg'}], 'start': 13.868, 'title': 'Google cloud platform overview', 'summary': 'Provides an overview of google cloud platform, highlighting key concepts, services, and its importance in modernized infrastructure. it includes a comparison with aws, resources for learning, advantages in pricing, speed, customer satisfaction, and suitability for big data and machine learning, along with a breakdown of its services and service domains.', 'chapters': [{'end': 257.817, 'start': 13.868, 'title': 'Google cloud platform overview', 'summary': 'Provides an overview of google cloud platform, covering its key concepts, services, and importance in modernized infrastructure, including a comparison with aws, a demonstration, and the promise of resolving gcp queries by the end.', 'duration': 243.949, 'highlights': ['Google Cloud Platform Overview The chapter offers a comprehensive introduction to Google Cloud Platform, explaining its key concepts, services, and significance in modernized infrastructure, including a comparison with AWS, a demonstration, and the commitment to resolving GCP queries by the end.', 'Cloud Computing Basics The discussion delves into the basics of cloud computing, emphasizing its use of hardware and software components to deliver services and the different service models, such as platform as a service, infrastructure as a service, and software as a service, offered by various cloud providers.', 'Use Cases and Demos The session includes a use case demonstration, specifically the Federo use case, and a quick demo on using services from Google Cloud Platform, providing practical insights into its applications and functionality.']}, {'end': 905.759, 'start': 258.838, 'title': 'Google cloud platform overview', 'summary': 'Provides an overview of google cloud platform, including resources for learning, reasons for its popularity, and a breakdown of its services. it also highlights the advantages of google cloud platform in terms of pricing, speed, customer satisfaction, and its suitability for big data and machine learning, as well as a detailed breakdown of its service domains.', 'duration': 646.921, 'highlights': ['Google Cloud offers a $300 free credit for new users and provides various pricing options including committed use discounts, making it an attractive option for different customer requirements. New users are offered a $300 free credit with various pricing options, including committed use discounts, making it attractive for different customer requirements.', 'Google Cloud provides high-speed connections up to 10 terabytes and low latency network infrastructure, enhancing performance and leading to customer satisfaction. Google Cloud offers high-speed connections up to 10 terabytes and low latency network infrastructure, enhancing performance and customer satisfaction.', 'Google Cloud is suitable for big data with tools like BigQuery and real-time data processing tools, making it a better choice for organizations working on complex data. Google Cloud is suitable for big data with tools like BigQuery and real-time data processing tools, making it a better choice for organizations working on complex data.', 'Google Cloud Platform offers a variety of services including computing, storage, networking, big data, developer tools, and identity and security. Google Cloud Platform offers a wide range of services including computing, storage, networking, big data, developer tools, and identity and security.']}], 'duration': 891.891, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE13868.jpg', 'highlights': ['The chapter offers a comprehensive introduction to Google Cloud Platform, explaining its key concepts, services, and significance in modernized infrastructure, including a comparison with AWS, a demonstration, and the commitment to resolving GCP queries by the end.', 'Google Cloud offers a $300 free credit for new users and provides various pricing options including committed use discounts, making it an attractive option for different customer requirements.', 'Google Cloud provides high-speed connections up to 10 terabytes and low latency network infrastructure, enhancing performance and leading to customer satisfaction.', 'Google Cloud is suitable for big data with tools like BigQuery and real-time data processing tools, making it a better choice for organizations working on complex data.', 'Google Cloud Platform offers a wide range of services including computing, storage, networking, big data, developer tools, and identity and security.', 'The discussion delves into the basics of cloud computing, emphasizing its use of hardware and software components to deliver services and the different service models, such as platform as a service, infrastructure as a service, and software as a service, offered by various cloud providers.', 'The session includes a use case demonstration, specifically the Federo use case, and a quick demo on using services from Google Cloud Platform, providing practical insights into its applications and functionality.']}, {'end': 1924.902, 'segs': [{'end': 1587.817, 'src': 'embed', 'start': 1565.6, 'weight': 7, 'content': [{'end': 1575.144, 'text': 'you have networking pricing, sole tenant nodes which are specific to particular organizations, or if organizations would want to have dedicated nodes,', 'start': 1565.6, 'duration': 9.544}, {'end': 1578.206, 'text': 'you have gpu based pricing right.', 'start': 1575.144, 'duration': 3.062}, {'end': 1579.406, 'text': 'so general processing units.', 'start': 1578.206, 'duration': 1.2}, {'end': 1587.817, 'text': 'you have disk and image pricing and you can click on any of the links and you can see pricing which also shows you your different kind of machine types.', 'start': 1579.406, 'duration': 8.411}], 'summary': 'Google cloud offers pricing for networking, sole tenant nodes, gpu, disk, and image, with different machine types available.', 'duration': 22.217, 'max_score': 1565.6, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE1565600.jpg'}, {'end': 1797.977, 'src': 'embed', 'start': 1775.166, 'weight': 5, 'content': [{'end': 1786.455, 'text': 'Now here I can basically see the project, right? And by default, we can create a project or by default, there is a project existing for any user.', 'start': 1775.166, 'duration': 11.289}, {'end': 1791.796, 'text': 'So, when you log in, it creates a particular project and you could create a new project,', 'start': 1786.735, 'duration': 5.061}, {'end': 1797.977, 'text': 'and project would be to dedicate your different services or different resources for different project.', 'start': 1791.796, 'duration': 6.181}], 'summary': 'Users can create or access projects, assigning resources as needed.', 'duration': 22.811, 'max_score': 1775.166, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE1775166.jpg'}, {'end': 1849.173, 'src': 'embed', 'start': 1822.9, 'weight': 0, 'content': [{'end': 1827.242, 'text': 'So you have compute engine which shows you how much percentage of CPU was used.', 'start': 1822.9, 'duration': 4.342}, {'end': 1829.944, 'text': 'You can always go to compute engine as a service.', 'start': 1827.662, 'duration': 2.282}, {'end': 1835.386, 'text': 'You can look at your Google Cloud platform status and look at the Google Cloud status.', 'start': 1830.404, 'duration': 4.982}, {'end': 1836.787, 'text': 'Now this is billing.', 'start': 1835.846, 'duration': 0.941}, {'end': 1843.71, 'text': 'Now since this shows me the billing period for April month and I can always look at detailed charges.', 'start': 1837.147, 'duration': 6.563}, {'end': 1845.811, 'text': 'I can look at reporting.', 'start': 1844.27, 'duration': 1.541}, {'end': 1849.173, 'text': 'I can look at different APIs which Google offers.', 'start': 1845.971, 'duration': 3.202}], 'summary': 'Google cloud platform offers compute engine, billing, and various apis for monitoring usage and managing services.', 'duration': 26.273, 'max_score': 1822.9, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE1822900.jpg'}, {'end': 1897.69, 'src': 'embed', 'start': 1873.133, 'weight': 1, 'content': [{'end': 1881.279, 'text': 'If you would want to deploy a pre-built solution, add dynamic logging, monitoring errors, deploying a hello world app and so on.', 'start': 1873.133, 'duration': 8.146}, {'end': 1883.041, 'text': 'Now this is your dashboard.', 'start': 1881.8, 'duration': 1.241}, {'end': 1890.565, 'text': 'I can click on activity and that would show me what kind of activity I would have done in my cloud platform.', 'start': 1883.301, 'duration': 7.264}, {'end': 1897.69, 'text': 'I can always choose the kind of activities By saying activity type, I can choose the resources.', 'start': 1890.946, 'duration': 6.744}], 'summary': 'Deploy pre-built solution, add dynamic logging, and monitor errors while deploying a hello world app. access dashboard to view activity and choose resources.', 'duration': 24.557, 'max_score': 1873.133, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE1873133.jpg'}], 'start': 906.56, 'title': "Cloud services and ferrero's bigquery solution", 'summary': "Covers cloud services for iot, ai, and api, including cloud iot core, edge tpu, cloud automl, and api platform services. it also discusses how ferrero utilized google cloud's bigquery to analyze data sets, resulting in accurate user profiles and cost-effective marketing strategies.", 'chapters': [{'end': 979.698, 'start': 906.56, 'title': 'Cloud services for iot, ai, and api', 'summary': 'Discusses various cloud services including cloud iot core, edge tpu, cloud ai services like cloud automl and cloud tpu, and api platform services such as maps platform and api analytics.', 'duration': 73.138, 'highlights': ['Cloud AI services include Cloud AutoML, Cloud TPU, Cloud Machine Learning Engine, Job Discovery, Dialogflow, Enterprise Natural Language, and Cloud Text to Speech, catering to various artificial intelligence needs.', 'Cloud services related to Internet of Things (IoT) encompass Cloud IoT Core, Edge TPU, and Cloud IoT, which are utilized by organizations working on IoT devices and data generation.', 'API platform services consist of Maps Platform, APG, API Platform Monetization, Developer Portal Analytics, APG Sense, Cloud Endpoints, and Service Infrastructure, offering a comprehensive set of tools for API development and management.']}, {'end': 1193.176, 'start': 980.418, 'title': "Ferrero's bigquery solution", 'summary': "Explores how ferrero, a renowned chocolate producer, overcame data challenges by implementing google cloud's bigquery, which enabled them to analyze massive data sets and personalize marketing strategies, resulting in accurate user profiles and a cost-effective media buy strategy.", 'duration': 212.758, 'highlights': ["Ferrero implemented Google Cloud's BigQuery for hyper-fast and efficient data analysis, which allowed them to store and analyze massive data sets in a reliable, fast, and affordable manner. Efficient data analysis, reliable and fast data storage, affordable solution", "Using BigQuery, Ferrero's business analysts were able to build and automate consumer behavior and sales pattern data reports, leading to the adoption of advertising across various marketing channels to better serve customer needs. Automation of data reports, adoption of advertising across marketing channels", 'Ferrero divided their database into real-time, actionable consumer clusters to generate more accurate user profiles and personalize marketing strategies to match user needs, resulting in a cost-effective media buy strategy. Real-time actionable consumer clusters, personalized marketing strategies, cost-effective media buy strategy']}, {'end': 1924.902, 'start': 1193.176, 'title': 'Google cloud platform overview', 'summary': 'Provides an overview of google cloud platform, including details on available services, documentation, pricing, and creating a free trial account with $300 credit and 237 days remaining, and accessing the cloud console with various options, such as gui, cloud shell, and cloud sdk setup on windows machine.', 'duration': 731.726, 'highlights': ['Accessing the cloud console with various options, such as GUI, Cloud Shell, and Cloud SDK setup on Windows machine. The chapter illustrates the different options available for accessing the Google Cloud console, including GUI, Cloud Shell, and Cloud SDK setup on a Windows machine.', 'Creating a free trial account with $300 credit and 237 days remaining. It is mentioned that users can create a free trial account with $300 credit and 237 days remaining to explore the Google Cloud Platform.', 'Details on available services, documentation, pricing, and creating a free trial account. The transcript provides details on available services, documentation, pricing, and creating a free trial account with $300 credit and 237 days remaining.']}], 'duration': 1018.342, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE906560.jpg', 'highlights': ['Cloud AI services cater to various artificial intelligence needs, including Cloud AutoML, Cloud TPU, and Cloud Machine Learning Engine.', 'Cloud IoT services encompass Cloud IoT Core, Edge TPU, and Cloud IoT, utilized by organizations working on IoT devices and data generation.', 'API platform services offer a comprehensive set of tools for API development and management, including Maps Platform, APG, and Cloud Endpoints.', "Ferrero utilized Google Cloud's BigQuery for hyper-fast and efficient data analysis, leading to accurate user profiles and cost-effective marketing strategies.", "Ferrero's business analysts automated consumer behavior and sales pattern data reports using BigQuery, leading to better adoption of advertising across various marketing channels.", 'Ferrero divided their database into real-time, actionable consumer clusters to generate more accurate user profiles and personalize marketing strategies, resulting in a cost-effective media buy strategy.', 'The chapter illustrates different options available for accessing the Google Cloud console, including GUI, Cloud Shell, and Cloud SDK setup on a Windows machine.', 'Users can create a free trial account with $300 credit and 237 days remaining to explore the Google Cloud Platform, with details on available services, documentation, and pricing.']}, {'end': 2948.861, 'segs': [{'end': 2023.696, 'src': 'embed', 'start': 1978.846, 'weight': 0, 'content': [{'end': 1982.228, 'text': "So these are some of the APIs or services I've used in past.", 'start': 1978.846, 'duration': 3.382}, {'end': 1984.449, 'text': 'Might be I was evaluating a product.', 'start': 1982.708, 'duration': 1.741}, {'end': 1987.15, 'text': 'Might be I was using a particular product.', 'start': 1984.889, 'duration': 2.261}, {'end': 1994.875, 'text': 'So you have, whenever you would want to use a particular service from Google Cloud Platform, you would be enabling these APIs.', 'start': 1987.531, 'duration': 7.344}, {'end': 1997.936, 'text': 'So here we see some APIs for Dataproc.', 'start': 1995.315, 'duration': 2.621}, {'end': 2000.878, 'text': 'You have logging, monitoring.', 'start': 1998.377, 'duration': 2.501}, {'end': 2011.831, 'text': 'you have Resource Manager API, you have Cloud SQL which allows you to directly use MySQL or Postgres, you have Cloud Storage and so many APIs.', 'start': 2001.328, 'duration': 10.503}, {'end': 2022.836, 'text': "So if I would want to enable a particular API which is not right now required but then it's good to know you can always click on this one you can search for an api.", 'start': 2012.452, 'duration': 10.384}, {'end': 2023.696, 'text': 'so, for example,', 'start': 2022.836, 'duration': 0.86}], 'summary': 'Used various apis and services in the past, including dataproc, cloud sql, and cloud storage.', 'duration': 44.85, 'max_score': 1978.846, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE1978846.jpg'}, {'end': 2066.204, 'src': 'embed', 'start': 2042.765, 'weight': 4, 'content': [{'end': 2050.942, 'text': 'so this is an api which i would have to enable and then for every particular service you also have an admin api which you would enable.', 'start': 2042.765, 'duration': 8.177}, {'end': 2052.61, 'text': 'Now, going back.', 'start': 2051.789, 'duration': 0.821}, {'end': 2055.433, 'text': 'So coming out from this API library.', 'start': 2053.07, 'duration': 2.363}, {'end': 2057.335, 'text': 'I got into API and services.', 'start': 2055.693, 'duration': 1.642}, {'end': 2060.197, 'text': 'Now there is you can look into the library.', 'start': 2057.895, 'duration': 2.302}, {'end': 2066.204, 'text': 'You can look at credentials and you can also look at Different time intervals,', 'start': 2060.237, 'duration': 5.967}], 'summary': 'An api needs to be enabled for every service, including an admin api, offering access to library, credentials, and time intervals.', 'duration': 23.439, 'max_score': 2042.765, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE2042765.jpg'}, {'end': 2138.133, 'src': 'embed', 'start': 2111.312, 'weight': 1, 'content': [{'end': 2115.011, 'text': 'So you have compute, And in compute, you have different services.', 'start': 2111.312, 'duration': 3.699}, {'end': 2121.257, 'text': 'So you have App Engine, you have Compute Engine, Kubernetes, you have Cloud Functions and Cloud Run.', 'start': 2115.151, 'duration': 6.106}, {'end': 2128.165, 'text': 'You can look into the storage aspect, which shows you Bigtable, which is usually and mainly for your unstructured data.', 'start': 2121.498, 'duration': 6.667}, {'end': 2135.672, 'text': 'Bigtable, which is something which gave rise to popular NoSQL databases like HBase and Cassandra.', 'start': 2128.846, 'duration': 6.826}, {'end': 2138.133, 'text': 'You have data store which can be used.', 'start': 2135.912, 'duration': 2.221}], 'summary': 'Google cloud offers various compute services and storage options, including app engine, compute engine, kubernetes, cloud functions, cloud run, bigtable, and datastore for unstructured data.', 'duration': 26.821, 'max_score': 2111.312, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE2111312.jpg'}, {'end': 2717.98, 'src': 'embed', 'start': 2685.529, 'weight': 5, 'content': [{'end': 2692.892, 'text': 'So when you click on your dropdown from the top left and choose Compute Engine, so it brings you to this page.', 'start': 2685.529, 'duration': 7.363}, {'end': 2694.532, 'text': 'So I can show that again.', 'start': 2693.252, 'duration': 1.28}, {'end': 2701.075, 'text': 'So you can click on Compute Engine, click on VM Instances, and that basically brings you to this page.', 'start': 2694.772, 'duration': 6.303}, {'end': 2706.837, 'text': "Now here, it tells you Compute Engine lets you use virtual machines that run on Google's infrastructure.", 'start': 2701.575, 'duration': 5.262}, {'end': 2717.98, 'text': 'So we can create micro VMs or large instances running different distributions of Linux or Windows using standard images, that is, public images,', 'start': 2707.317, 'duration': 10.663}], 'summary': 'Google compute engine offers virtual machines with various os options and standard images.', 'duration': 32.451, 'max_score': 2685.529, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE2685529.jpg'}], 'start': 1925.503, 'title': 'Google cloud platform', 'summary': 'Discusses the usage of various apis and services, covering identity access management, compute, storage, networking, operations, big data, artificial intelligence, and creating instances using compute engine service.', 'chapters': [{'end': 2088.867, 'start': 1925.503, 'title': 'Google cloud platform apis and services', 'summary': 'Discusses the usage of various apis and services on google cloud platform, including the history of activity, navigation, enabling apis, and accessing support.', 'duration': 163.364, 'highlights': ['The chapter highlights the usage of various APIs and services on Google Cloud Platform, including compute engine API, BigQuery API, BigQuery Data Transfer API, BigQuery Storage, Cloud Dataproc, Resource Manager API, Cloud SQL, and Cloud Storage. The transcript discusses the usage of various APIs and services on Google Cloud Platform, such as compute engine API, BigQuery API, BigQuery Data Transfer API, BigQuery Storage, Cloud Dataproc, Resource Manager API, Cloud SQL, and Cloud Storage, for evaluating, using, and enabling specific products and services.', 'It emphasizes the process of enabling specific APIs, like the Cloud Dataproc API for managing Hadoop-based clusters and jobs on Google Cloud Platform, and the availability of admin APIs for each service. The transcript highlights the process of enabling specific APIs, such as the Cloud Dataproc API for managing Hadoop-based clusters and jobs on Google Cloud Platform, and the availability of admin APIs for each service, providing insights into the process of enabling and using these APIs.', 'The chapter also mentions accessing support through Google support team for paid versions and suggests reaching out during billing cycles for customer care. The transcript also mentions accessing support through the Google support team for paid versions and suggests reaching out during billing cycles for customer care, providing insights into accessing support options available for users of Google Cloud Platform.']}, {'end': 2406.916, 'start': 2089.428, 'title': 'Google cloud platform services', 'summary': 'Covers the various services offered by google cloud platform including identity access management, compute, storage, networking, operations, big data, artificial intelligence, and using cloud shell for command line access.', 'duration': 317.488, 'highlights': ['Identity access management and admin are required when working with different APIs or services. It is necessary to have identity access management and admin privileges when working with different APIs or services.', 'Compute services include App Engine, Compute Engine, Kubernetes, Cloud Functions, and Cloud Run. Compute services encompass App Engine, Compute Engine, Kubernetes, Cloud Functions, and Cloud Run.', 'The storage aspect includes Bigtable, Firestore, file store, and SQL for structured data. The storage aspect comprises Bigtable, Firestore, file store, and SQL for structured data.', 'Networking domain services cover VPC, Virtual Private Network, network-related services, load balancing, and cloud-based DNS. Networking domain services consist of VPC, Virtual Private Network, network-related services, load balancing, and cloud-based DNS.', 'Using Cloud Shell for command line access to Google Cloud Platform. The Cloud Shell provides a command line interface to work with Google Cloud Platform, offering flexibility and convenience.']}, {'end': 2948.861, 'start': 2406.916, 'title': 'Creating google cloud instances', 'summary': 'Covers setting up google cloud platform instances using compute engine service, including creating instances, storage options, network configurations, and deploying docker containers, emphasizing the process of creating instances from the console and command line.', 'duration': 541.945, 'highlights': ["Google Cloud Console allows creating virtual machine instances on Google's infrastructure, accessible through Compute Engine and Cloud Shell, with options to use public images or custom images from existing systems. Users can create virtual machine instances on Google's infrastructure through Compute Engine and Cloud Shell, utilizing public images or custom images from existing systems, allowing flexibility in instance creation.", 'Compute Engine instances can run public images for Linux or Windows servers, and deploy Docker containers on instances running containers optimized OS, with the ability to add more storage space as needed. Compute Engine instances support running public images for Linux or Windows servers, and deploying Docker containers on instances running containers optimized OS, with the option to expand storage space as required.', 'Projects in Google Cloud Console can have up to five VPC networks, enabling resources within own subnet and communication between instances in the same network using local area network protocol. Google Cloud Console projects can accommodate up to five VPC networks, facilitating resource organization within dedicated subnets and intra-network communication through local area network protocol.']}], 'duration': 1023.358, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE1925503.jpg', 'highlights': ['The chapter discusses the usage of various APIs and services on Google Cloud Platform, including compute engine API, BigQuery API, BigQuery Data Transfer API, BigQuery Storage, Cloud Dataproc, Resource Manager API, Cloud SQL, and Cloud Storage.', 'Identity access management and admin are required when working with different APIs or services.', 'Compute services encompass App Engine, Compute Engine, Kubernetes, Cloud Functions, and Cloud Run.', 'The storage aspect comprises Bigtable, Firestore, file store, and SQL for structured data.', 'Networking domain services consist of VPC, Virtual Private Network, network-related services, load balancing, and cloud-based DNS.', "Google Cloud Console allows creating virtual machine instances on Google's infrastructure, accessible through Compute Engine and Cloud Shell, with options to use public images or custom images from existing systems."]}, {'end': 3908.607, 'segs': [{'end': 3021.27, 'src': 'embed', 'start': 2996.469, 'weight': 10, 'content': [{'end': 3004.415, 'text': 'One is when you bring up your machine, it will have an SSH access, which you can log in from the cloud platform here itself.', 'start': 2996.469, 'duration': 7.946}, {'end': 3012.161, 'text': 'Or what you can do is you can create a private and a public key using some softwares like Putty or PuttyGen.', 'start': 3004.775, 'duration': 7.386}, {'end': 3021.27, 'text': 'So for example, if you do not have that on your machine, you can download, you can just type in download putty that takes you to the putty.org page.', 'start': 3012.628, 'duration': 8.642}], 'summary': 'Set up ssh access to log in from cloud platform or create keys using software like putty.', 'duration': 24.801, 'max_score': 2996.469, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE2996469.jpg'}, {'end': 3580.815, 'src': 'embed', 'start': 3554.124, 'weight': 4, 'content': [{'end': 3558.968, 'text': 'So right now we are looking into the network domain and we are looking into VPC network.', 'start': 3554.124, 'duration': 4.844}, {'end': 3562.571, 'text': 'Right And this shows me what are the different rules we have.', 'start': 3559.308, 'duration': 3.263}, {'end': 3571.125, 'text': 'Now, if I would want to create a different firewall rule for a different protocol, I can always click on create firewall rule.', 'start': 3563.018, 'duration': 8.107}, {'end': 3572.406, 'text': 'I can give it a name.', 'start': 3571.385, 'duration': 1.021}, {'end': 3577.931, 'text': 'OK, I can say what if you would want to turn on the firewall logs.', 'start': 3572.426, 'duration': 5.505}, {'end': 3580.815, 'text': 'you can basically say what is the kind of traffic.', 'start': 3578.373, 'duration': 2.442}], 'summary': 'Analyzing vpc network for creating firewall rules and logging traffic.', 'duration': 26.691, 'max_score': 3554.124, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE3554124.jpg'}, {'end': 3697.388, 'src': 'embed', 'start': 3627.08, 'weight': 1, 'content': [{'end': 3635.888, 'text': "so as of now we don't need to create any network details here, because my ingress or egress rules are already available right now.", 'start': 3627.08, 'duration': 8.808}, {'end': 3642.572, 'text': 'i can basically then have my instance stopped and removed, so i can just do a stop.', 'start': 3635.888, 'duration': 6.684}, {'end': 3646.734, 'text': 'or, since this is running, the ideal way would be to do a stop.', 'start': 3642.572, 'duration': 4.162}, {'end': 3648.034, 'text': 'i could also do a reset.', 'start': 3646.734, 'duration': 1.3}, {'end': 3649.595, 'text': 'now, what does reset do?', 'start': 3648.034, 'duration': 1.561}, {'end': 3652.577, 'text': 'reset does not basically delete the machine.', 'start': 3649.595, 'duration': 2.982}, {'end': 3657.439, 'text': 'what it does is it does a cleanup of the machine and it brings it to the initial state.', 'start': 3652.577, 'duration': 4.862}, {'end': 3661.081, 'text': 'so sometimes we might have installed certain things on our machine.', 'start': 3657.439, 'duration': 3.642}, {'end': 3664.703, 'text': 'we would want to clean them up and at that time reset can be useful.', 'start': 3661.081, 'duration': 3.622}, {'end': 3673.021, 'text': 'i can basically click on delete right and i can select this and I can do a clean up, and this is good.', 'start': 3664.703, 'duration': 8.318}, {'end': 3677.582, 'text': 'always, when you are using a free trial account, try to use different services,', 'start': 3673.021, 'duration': 4.561}, {'end': 3686.445, 'text': 'play around with them and then you can clean up so that you do not waste your free billing credit right and you can use it for meaningful stuff.', 'start': 3677.582, 'duration': 8.863}, {'end': 3694.067, 'text': 'now I have clicked on delete and within few seconds my instance which I had created will be deleted.', 'start': 3686.445, 'duration': 7.622}, {'end': 3697.388, 'text': 'also to remember is, if you are creating multiple instances,', 'start': 3694.067, 'duration': 3.321}], 'summary': 'Instructions for managing instances and maximizing free trial benefits on the cloud platform.', 'duration': 70.308, 'max_score': 3627.08, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE3627080.jpg'}, {'end': 3764.2, 'src': 'embed', 'start': 3741.393, 'weight': 3, 'content': [{'end': 3749.535, 'text': "let's click on instance templates here and that basically shows you that you don't have any instance template and this basically facilitates.", 'start': 3741.393, 'duration': 8.142}, {'end': 3756.157, 'text': 'say, for example, you are working as an admin and you would want to create an instance template so that, using that,', 'start': 3749.535, 'duration': 6.622}, {'end': 3764.2, 'text': 'you can describe a VM instance and then you can basically use this template to create different instances.', 'start': 3756.157, 'duration': 8.043}], 'summary': 'Creating instance templates facilitates vm instance creation for admins.', 'duration': 22.807, 'max_score': 3741.393, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE3741393.jpg'}, {'end': 3866.475, 'src': 'embed', 'start': 3808.778, 'weight': 0, 'content': [{'end': 3816.979, 'text': 'wherein you can create VM instances and use those VM instances for your application installation for any other purpose.', 'start': 3808.778, 'duration': 8.201}, {'end': 3825.725, 'text': 'Now that we have seen how you use your Cloud Console to create an instance and also clean it up,', 'start': 3817.82, 'duration': 7.905}, {'end': 3833.691, 'text': "let's also understand how you can do using your command line options and let's see what it takes,", 'start': 3825.725, 'duration': 7.966}, {'end': 3838.074, 'text': 'or what are the different commands which you can use to create your instances.', 'start': 3833.691, 'duration': 4.383}, {'end': 3847.8, 'text': "Now, you can always, when you're creating an instance, you can use Compute Engine, which provisions resources to start the instance.", 'start': 3838.974, 'duration': 8.826}, {'end': 3854.565, 'text': 'So instance basically has different states, which we can see when we are creating the instance.', 'start': 3848.24, 'duration': 6.325}, {'end': 3857.847, 'text': 'so you basically start the instance.', 'start': 3855.325, 'duration': 2.522}, {'end': 3862.832, 'text': 'instance moves into staging, that is prepared for your first boot.', 'start': 3857.847, 'duration': 4.985}, {'end': 3866.475, 'text': 'finally it boots up and then it moves into running.', 'start': 3862.832, 'duration': 3.643}], 'summary': 'Creating and managing vm instances using cloud console and command line options, with different states such as staging and running.', 'duration': 57.697, 'max_score': 3808.778, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE3808778.jpg'}], 'start': 2948.861, 'title': 'Google cloud compute engine', 'summary': 'Covers setting up a vm instance on google cloud, configuring access scopes, and ssh keys. it also explains connecting to a vm instance, managing instance details, and using ssh to connect, with available disk space of 8.3gb and 1.8gb, and creating instance templates.', 'chapters': [{'end': 3245.186, 'start': 2948.861, 'title': 'Setting up vm instance and ssh keys', 'summary': 'Covers setting up a vm instance on google cloud, configuring access scopes and enabling http and https traffic. it also demonstrates the process of generating ssh keys using puttygen, saving private keys, adding public keys to google cloud console, and connecting to the vm instance via ssh.', 'duration': 296.325, 'highlights': ['The process of generating SSH keys using PuttyGen, saving private keys, and adding public keys to Google Cloud console is explained. Demonstrates the process of generating and saving SSH keys, and adding public keys to Google Cloud console.', 'The chapter covers setting up a VM instance on Google Cloud, configuring access scopes, and enabling HTTP and HTTPS traffic. Covers the process of setting up a VM instance, configuring access scopes, and enabling HTTP and HTTPS traffic.', 'Demonstrates the process of connecting to the VM instance via SSH, and accessing the Linux file system and installing packages. Demonstrates connecting to the VM instance via SSH, accessing the Linux file system, and installing packages.']}, {'end': 3697.388, 'start': 3245.186, 'title': 'Connecting to and managing vm instances', 'summary': 'Explains how to connect to a vm instance using ssh, connect using an external ssh client, manage instance details and network rules, with key points such as available disk space (8.3gb and 1.8gb), changing firewall rules, and instance management options.', 'duration': 452.202, 'highlights': ['The available disk space for the VM instance is 8.3GB and 1.8GB, allowing for efficient usage. The transcript emphasizes the available disk space for the VM instance, providing quantifiable data (8.3GB and 1.8GB) and highlighting the significance of efficient usage.', 'External IP changes when starting the stopped machine, while the internal IP remains the same. The transcript highlights the behavior of external and internal IP addresses when starting a stopped machine, providing a key point and quantifiable data about the IP address changes.', 'Options to manage the instance include starting, stopping, deleting, and importing the virtual machine for future use, providing flexibility in managing resources. The transcript outlines various options for managing the VM instance, emphasizing the flexibility provided in resource management and quantifying the options available.', 'Details of the instance, including instance ID, machine type, CPU platform, and zone, can be viewed and edited, offering visibility and customization. The transcript highlights the visibility and customization options for viewing and editing instance details, providing specific details and emphasizing the visibility offered.', 'The process of connecting to the instance using an external SSH client, including configuring PuTTY and addressing potential issues with SSH access, is explained. The transcript provides a detailed explanation of the process of connecting to the instance using an external SSH client, including configuration using PuTTY and addressing potential issues with SSH access.']}, {'end': 3908.607, 'start': 3698.108, 'title': 'Using google cloud compute engine', 'summary': 'Demonstrates creating and managing vm instances in google cloud compute engine, including using ssh to connect, creating instance templates, monitoring api usage, and managing instance states, providing insights into the process and commands involved.', 'duration': 210.499, 'highlights': ['Creating and managing VM instances in Google Cloud Compute Engine The chapter provides a demonstration of creating and managing VM instances in Google Cloud Compute Engine.', 'Using SSH to connect and creating private and public keys The demonstration includes using SSH to connect to instances and creating private and public keys for secure access.', 'Creating and utilizing instance templates for creating multiple instances The chapter explains the process of creating instance templates to describe VM instances and facilitate the creation of multiple instances.', 'Monitoring API usage and instance states The chapter covers monitoring API usage and instance states, providing insights into the process and commands involved.']}], 'duration': 959.746, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE2948861.jpg', 'highlights': ['Demonstrates the process of connecting to the VM instance via SSH, accessing the Linux file system, and installing packages.', 'The chapter covers setting up a VM instance on Google Cloud, configuring access scopes, and enabling HTTP and HTTPS traffic.', 'The process of generating SSH keys using PuttyGen, saving private keys, and adding public keys to Google Cloud console is explained.', 'The available disk space for the VM instance is 8.3GB and 1.8GB, allowing for efficient usage.', 'Options to manage the instance include starting, stopping, deleting, and importing the virtual machine for future use, providing flexibility in managing resources.', 'Details of the instance, including instance ID, machine type, CPU platform, and zone, can be viewed and edited, offering visibility and customization.', 'The process of connecting to the instance using an external SSH client, including configuring PuTTY and addressing potential issues with SSH access, is explained.', 'Creating and managing VM instances in Google Cloud Compute Engine.', 'Using SSH to connect and creating private and public keys.', 'Creating and utilizing instance templates for creating multiple instances.', 'Monitoring API usage and instance states.']}, {'end': 4891.273, 'segs': [{'end': 3936.827, 'src': 'embed', 'start': 3909.341, 'weight': 7, 'content': [{'end': 3916.069, 'text': 'Now, when you say stopping and resetting an instance, you can stop the instance, as I showed earlier, if you no longer need it.', 'start': 3909.341, 'duration': 6.728}, {'end': 3925.9, 'text': 'But if you need for future use, you can just use the reset option, which will basically wipe the contents of instance or any application state,', 'start': 3916.309, 'duration': 9.591}, {'end': 3930.425, 'text': 'and then finally, you can stop it and have it terminated.', 'start': 3925.9, 'duration': 4.525}, {'end': 3936.827, 'text': 'now when you would want to do that using your cloud console, or we have seen the options.', 'start': 3931.005, 'duration': 5.822}], 'summary': 'Stop, reset, and terminate instances as needed using cloud console or other options.', 'duration': 27.486, 'max_score': 3909.341, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE3909341.jpg'}, {'end': 4016.123, 'src': 'embed', 'start': 3984.395, 'weight': 3, 'content': [{'end': 3987.518, 'text': 'now we would be interested in compute instances.', 'start': 3984.395, 'duration': 3.123}, {'end': 3995.167, 'text': 'so I could also do a G cloud compute compute instances and then.', 'start': 3987.518, 'duration': 7.649}, {'end': 4000.11, 'text': 'I can basically say create, and then I can do a help.', 'start': 3995.726, 'duration': 4.384}, {'end': 4008.737, 'text': 'now that should show me different options which work with gcloud compute instances, create command, which is expecting an instance name.', 'start': 4000.11, 'duration': 8.627}, {'end': 4016.123, 'text': 'so your google cloud sdk, which we can set up on our windows machine or even on your linux machine,', 'start': 4008.737, 'duration': 7.386}], 'summary': "Using gcp's gcloud compute instances to create and manage instances on google cloud platform.", 'duration': 31.728, 'max_score': 3984.395, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE3984395.jpg'}, {'end': 4383.716, 'src': 'embed', 'start': 4354.456, 'weight': 0, 'content': [{'end': 4361.779, 'text': 'so i can just say gcloud config set and i can be specifying the compute zone.', 'start': 4354.456, 'duration': 7.323}, {'end': 4365.661, 'text': 'so i can say compute slash zone and i can give a zone.', 'start': 4361.779, 'duration': 3.882}, {'end': 4373.147, 'text': 'i can say compute slash region And I can give a region name if I would want to do it or the easier way is like what I did right now.', 'start': 4365.661, 'duration': 7.486}, {'end': 4383.716, 'text': 'So you can basically do a command gcloud init and then basically it allows you to change your configuration or set default things here.', 'start': 4373.447, 'duration': 10.269}], 'summary': 'Using gcloud command, specify compute zone or region for configuration settings.', 'duration': 29.26, 'max_score': 4354.456, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE4354456.jpg'}, {'end': 4434.741, 'src': 'embed', 'start': 4402.817, 'weight': 1, 'content': [{'end': 4406.099, 'text': 'So you could do export compute sorry,', 'start': 4402.817, 'duration': 3.282}, {'end': 4418.265, 'text': 'cloud SDK and then you can say compute underscore zone and then give your zone name or compute underscore region and give you a region,', 'start': 4406.099, 'duration': 12.166}, {'end': 4420.987, 'text': 'or you could add it in your bash RC file right?', 'start': 4418.265, 'duration': 2.722}, {'end': 4434.741, 'text': 'Now that is when you have your cloud SDK set up on your Linux machine or on Windows machine and you would want to specifically set a zone and a region for all your compute related resources.', 'start': 4421.383, 'duration': 13.358}], 'summary': 'Set zone and region for compute resources in cloud sdk.', 'duration': 31.924, 'max_score': 4402.817, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE4402817.jpg'}, {'end': 4558.175, 'src': 'embed', 'start': 4533.579, 'weight': 6, 'content': [{'end': 4541.123, 'text': 'So now what we would be interested in is basically going for your compute instances.', 'start': 4533.579, 'duration': 7.544}, {'end': 4545.726, 'text': 'i can always do a ssh and i can create an instance.', 'start': 4541.123, 'duration': 4.603}, {'end': 4554.873, 'text': 'i can add and remove metadata right for my instances by giving a particular zone, by giving a particular region,', 'start': 4545.726, 'duration': 9.147}, {'end': 4558.175, 'text': 'and if you would want to do that now here,', 'start': 4554.873, 'duration': 3.302}], 'summary': 'Interested in compute instances, can ssh and create instances, add/remove metadata by zone/region.', 'duration': 24.596, 'max_score': 4533.579, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE4533579.jpg'}, {'end': 4891.273, 'src': 'embed', 'start': 4865.622, 'weight': 8, 'content': [{'end': 4873.684, 'text': "Now here you have location and I would again go for say Europe and let's choose Europe best the Frankfurt.", 'start': 4865.622, 'duration': 8.062}, {'end': 4881.105, 'text': 'It is always a good practice that when you create your instances when you create your storage or you use different services.', 'start': 4874.324, 'duration': 6.781}, {'end': 4891.273, 'text': 'try to have a geographical region chosen and then you would try to put things or your services within the particular region, within a particular zone,', 'start': 4881.687, 'duration': 9.586}], 'summary': 'When creating instances and storage, choose a specific geographical region and zone to optimize performance, such as europe and frankfurt.', 'duration': 25.651, 'max_score': 4865.622, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE4865622.jpg'}], 'start': 3909.341, 'title': 'Google cloud resource management', 'summary': "Covers managing google cloud resources using the command line tool gcloud, including stopping and resetting instances, initializing configurations, setting metadata for projects, and managing regions and zones. it also explains the process of initializing and configuring the default settings using 'gcloud init' command, setting default compute region and zone, and exploring options for managing compute instances. additionally, it demonstrates the process of creating and managing compute instances in the cloud, including creating, stopping, listing, and deleting instances from the command line, with an emphasis on ease of use and quick access to instance information. furthermore, it explains how to use google cloud's storage service to create and manage buckets, choose storage options, and select geographical regions for data storage, emphasizing the importance of considering cost and availability.", 'chapters': [{'end': 4243.753, 'start': 3909.341, 'title': 'Managing google cloud resources', 'summary': 'Covers managing google cloud resources using the command line tool gcloud, including stopping and resetting instances, initializing configurations, setting metadata for projects, and managing regions and zones.', 'duration': 334.412, 'highlights': ['The gcloud command line tool enables you to easily manage your compute engine resources in a friendlier format than using your compute engine API. The gcloud command line tool simplifies the management of compute engine resources compared to using the compute engine API.', 'You can set up a Google Cloud compute using gcloud, GSUtil, and BQ. Google Cloud compute can be set up using gcloud, GSUtil, and BQ tools.', "You can initialize configurations for gcloud with 'gcloud init' command on Windows machines. Configurations for gcloud can be initialized using the 'gcloud init' command on Windows machines.", "You can set the default region and zone for your project using gcloud commands, such as 'gcloud compute project-info describe' and 'gcloud compute project-info add-metadata'. The default region and zone for a project can be set using gcloud commands like 'gcloud compute project-info describe' and 'gcloud compute project-info add-metadata'."]}, {'end': 4533.079, 'start': 4243.753, 'title': 'Cloud configuration and compute engine setup', 'summary': "Explains the process of initializing and configuring the default settings using 'gcloud init' command, setting default compute region and zone, and exploring options for managing compute instances.", 'duration': 289.326, 'highlights': ["The process of initializing and configuring the default settings is explained using the 'gcloud init' command, allowing for reinitialization of default configuration or properties. Use of 'gcloud init' command for initializing and reinitializing default configuration.", 'The option to configure a default compute region and zone is demonstrated, with a specific example of setting the compute zone to Europe West 3A. Demonstration of setting the default compute zone to Europe West 3A.', 'The exploration of options for managing compute instances is discussed, including listing instances, formatting output, and utilizing filters. Explanation of exploring options for managing compute instances, including listing, formatting, and filtering.']}, {'end': 4715.418, 'start': 4533.579, 'title': 'Creating and managing compute instances', 'summary': 'Demonstrates the process of creating and managing compute instances in the cloud, including creating, stopping, listing, and deleting instances from the command line, with an emphasis on ease of use and quick access to instance information.', 'duration': 181.839, 'highlights': ['The process of creating an instance from the command line or console is demonstrated, highlighting the ease of use and quick access to instance information. The process of creating an instance from the command line or console is demonstrated, emphasizing the ease of use and quick access to instance information. The demonstration includes creating, stopping, listing, and deleting instances, showcasing the simplicity and convenience of the process.', 'The demonstration emphasizes the simplicity of commands for managing instances, including stop, list, start, and delete options. The demonstration emphasizes the simplicity of commands for managing instances, including stop, list, start, and delete options, highlighting the ease of use and quick execution of commands for managing instances.', 'The status of the instance is shown as terminated after stopping it, providing a clear demonstration of the instance management process. The status of the instance is shown as terminated after stopping it, providing a clear demonstration of the instance management process and the visibility into the status of the instance after executing commands.']}, {'end': 4891.273, 'start': 4716.44, 'title': 'Using google cloud storage', 'summary': "Explains how to use google cloud's storage service to create and manage buckets, choose storage options, and select geographical regions for data storage, emphasizing the importance of considering cost and availability.", 'duration': 174.833, 'highlights': ['Explained how to create a bucket using cloud console and gsutil command line options, and access data from the command line Creating a bucket using cloud console and gsutil command line options, accessing data from the command line', 'Discussed different storage options, including multi-region, dual region, and region-specific, emphasizing cost and availability considerations Different storage options: multi-region, dual region, and region-specific, cost and availability considerations', 'Emphasized the importance of choosing a geographical region for instances, storage, and services to ensure locality and availability Importance of choosing a geographical region for instances, storage, and services for locality and availability']}], 'duration': 981.932, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE3909341.jpg', 'highlights': ['The gcloud command line tool simplifies the management of compute engine resources compared to using the compute engine API.', 'Google Cloud compute can be set up using gcloud, GSUtil, and BQ tools.', "Configurations for gcloud can be initialized using the 'gcloud init' command on Windows machines.", "The default region and zone for a project can be set using gcloud commands like 'gcloud compute project-info describe' and 'gcloud compute project-info add-metadata'.", "Use of 'gcloud init' command for initializing and reinitializing default configuration.", 'Demonstration of setting the default compute zone to Europe West 3A.', 'Explanation of exploring options for managing compute instances, including listing, formatting, and filtering.', 'The process of creating an instance from the command line or console is demonstrated, emphasizing the ease of use and quick access to instance information.', 'The demonstration emphasizes the simplicity of commands for managing instances, including stop, list, start, and delete options, highlighting the ease of use and quick execution of commands for managing instances.', 'The status of the instance is shown as terminated after stopping it, providing a clear demonstration of the instance management process and the visibility into the status of the instance after executing commands.', 'Creating a bucket using cloud console and gsutil command line options, accessing data from the command line', 'Different storage options: multi-region, dual region, and region-specific, cost and availability considerations', 'Importance of choosing a geographical region for instances, storage, and services for locality and availability']}, {'end': 7778.396, 'segs': [{'end': 6183.497, 'src': 'embed', 'start': 6154.542, 'weight': 0, 'content': [{'end': 6163.684, 'text': 'GCP provides a lot of innovative solutions in comparison to other cloud providers such as AWS, Azure and so on.', 'start': 6154.542, 'duration': 9.142}, {'end': 6168.445, 'text': 'So what is Google Cloud Platform?', 'start': 6166.605, 'duration': 1.84}, {'end': 6182.056, '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': 6168.965, 'duration': 13.091}, {'end': 6183.497, 'text': 'Gmail and so on.', 'start': 6182.056, 'duration': 1.441}], 'summary': 'Gcp offers innovative cloud solutions, running on infrastructure used for google products.', 'duration': 28.955, 'max_score': 6154.542, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE6154542.jpg'}, {'end': 6246.839, 'src': 'embed', 'start': 6217.536, 'weight': 1, 'content': [{'end': 6220.537, 'text': 'and cost-effective solutions for various use cases.', 'start': 6217.536, 'duration': 3.001}, {'end': 6228.225, 'text': 'These are some of the benefits and if we look into different services which google cloud platform offers,', 'start': 6220.657, 'duration': 7.568}, {'end': 6235.39, 'text': 'we could look into detailed benefits which each service offers in a different use case,', 'start': 6228.225, 'duration': 7.165}, {'end': 6242.275, 'text': 'which basically helps organizations working in different domains, handling different kind of small,', 'start': 6235.39, 'duration': 6.885}, {'end': 6246.839, 'text': 'mid or larger businesses and with different business goals.', 'start': 6242.275, 'duration': 4.564}], 'summary': 'Google cloud platform offers cost-effective solutions for various use cases, benefiting organizations in different domains and business sizes.', 'duration': 29.303, 'max_score': 6217.536, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE6217536.jpg'}, {'end': 6972.155, 'src': 'embed', 'start': 6945.671, 'weight': 2, 'content': [{'end': 6952.134, 'text': 'So, in these days, when we are talking about microservices architecture, which organizations are preferring?', 'start': 6945.671, 'duration': 6.463}, {'end': 6959.957, 'text': 'when we are talking about organizations which can scale, which can dynamically change their underlying architecture,', 'start': 6952.134, 'duration': 7.823}, {'end': 6972.155, 'text': 'organizations would be interested in server-less computing where they do not have to have a infrastructure setup planned in advance before going for their use case,', 'start': 6959.957, 'duration': 12.198}], 'summary': 'Organizations prefer server-less computing for scalable, dynamic architecture.', 'duration': 26.484, 'max_score': 6945.671, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE6945671.jpg'}, {'end': 7027.613, 'src': 'embed', 'start': 7000.271, 'weight': 4, 'content': [{'end': 7008.355, 'text': 'for example, if you have a web application that receives non-linear traffic and you cannot keep an eye on your server always,', 'start': 7000.271, 'duration': 8.084}, {'end': 7012.699, 'text': 'It would be good to have someone to auto scale your application.', 'start': 7009.096, 'duration': 3.603}, {'end': 7027.613, 'text': 'Serverless is basically a computing model where cloud service provider is responsible for managing the piece of code without the developer having to bother about infrastructure setup,', 'start': 7013.26, 'duration': 14.353}], 'summary': 'Auto scale web applications for non-linear traffic with serverless computing model', 'duration': 27.342, 'max_score': 7000.271, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE7000271.jpg'}, {'end': 7418.267, 'src': 'embed', 'start': 7386.393, 'weight': 3, 'content': [{'end': 7389.255, 'text': 'then you can look at different cloud products.', 'start': 7386.393, 'duration': 2.862}, {'end': 7399.08, 'text': 'so here you have products in different categories, such as ai and machine learning, api management, compute containers, data analytics, databases,', 'start': 7389.875, 'duration': 9.205}, {'end': 7408, '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': 7399.08, 'duration': 8.92}, {'end': 7409.861, 'text': 'what are the different use cases?', 'start': 7408, 'duration': 1.861}, {'end': 7418.267, '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': 7409.861, 'duration': 8.406}], 'summary': 'Explore various cloud products across different categories, including ai, machine learning, api management, compute, containers, data analytics, and databases. also, learn about use cases and best practices for migrating vms and operating/building containers.', 'duration': 31.874, 'max_score': 7386.393, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE7386393.jpg'}], 'start': 4891.273, 'title': 'Google cloud platform', 'summary': 'Covers choosing default storage class for multi-region accessibility, controlling access to google cloud storage, introduction to google cloud platform, its benefits and services, and a comparison of serverless computing with traditional architectures, providing insights into key features and use cases.', 'chapters': [{'end': 4935.445, 'start': 4891.273, 'title': 'Choosing default storage class for multi-region accessibility', 'summary': 'Discusses choosing a default storage class for multi-region accessibility, with options like standard, near line, and cold line, each suitable for different use cases, such as short-term storage, infrequent data access, and cold storage.', 'duration': 44.172, 'highlights': ['Choosing a default storage class is essential for multi-region accessibility, with options like standard, near line, and cold line, each suitable for different use cases.', 'Standard storage class is best for short term storage and frequently accessed data.', 'Near line storage class is suitable for backups and data access less than once a month.', 'Cold line storage class is ideal for cold or freezing storage.']}, {'end': 5553.346, 'start': 4935.886, 'title': 'Controlling access to google cloud storage', 'summary': 'Explains how to control access to objects in google cloud storage, including setting permissions at object and bucket levels, creating and managing retention policies, and managing data through the cloud console and gsutil tool.', 'duration': 617.46, 'highlights': ['You can specify access to individual objects by using object level permissions and provide uniform access to all objects in the bucket by using only bucket level permissions. Different ways to specify access to objects, including object level and bucket level permissions.', "You can set a retention policy to specify the minimum duration for which a bucket's object must be protected from deletion. Ability to set a retention policy for protecting objects from deletion for a specified duration.", 'You can view and manage permissions for buckets and objects, including editing permissions for specific users, roles, and service accounts. The process of managing permissions for buckets and objects, including editing permissions for specific users, roles, and service accounts.', 'The gsutil tool allows for creating, managing, and deleting buckets, uploading and downloading data, and performing various operations from the command line. Features and operations supported by the gsutil tool, including bucket and data management from the command line.', 'You can use the cloud console or gsutil to create, upload, manage, and delete buckets and data, showcasing the versatility and flexibility of Google Cloud Storage. The versatility and flexibility of managing buckets and data using both the cloud console and gsutil.']}, {'end': 6042.609, 'start': 5553.346, 'title': 'Introduction to google cloud platform', 'summary': 'Discusses the benefits of google cloud platform, its use cases, and the key features of cloud computing, highlighting a use case of a company adopting cloud computing to solve memory space, website traffic, and server challenges, as well as explaining the five traits of cloud computing and its cost efficiency.', 'duration': 489.263, 'highlights': ["Nina's use case of adopting cloud computing to solve memory space, website traffic, and server challenges, resulting in increased memory space as required, load balancing, and scaling up or down as per requirement.", 'Explanation of the five traits of cloud computing, including on-demand self-service, broad network access, resource pooling, rapid elasticity, and measured services for pay-as-you-go model.', 'Introduction to the trend of colo, virtualization, and container-based architectures as previous models of cloud computing.', "Explanation of cloud computing's features such as access to reliable sources, automatic software integration, unlimited storage, memory or computation capacity, and cost efficiency for organizations to modernize their infrastructure."]}, {'end': 7070.835, 'start': 6042.609, 'title': 'Benefits of google cloud platform', 'summary': 'Discusses the benefits and services of google cloud platform, highlighting reasons for choosing gcp, its infrastructure, comparison with other cloud providers, and details on compute-related services, including key points and quantifiable data.', 'duration': 1028.226, 'highlights': ['Live Migration of Apps and Innovative Solutions Google Cloud Platform offers live migration of apps and innovative solutions in big data, AI, and machine learning, providing a competitive edge over other cloud providers such as AWS and Azure.', 'Pricing, Speed, and Performance GCP offers better pricing compared to its competitors and delivers fast speed and enhanced project performance, making it a compelling choice for organizations.', "Physical and Abstract Infrastructure of Google Google's infrastructure includes physical elements like data centers and a powerful backbone network, as well as abstract features such as global regions, zones, and global resources, ensuring high availability and reliability.", "Comparison of AWS, Azure, and GCP AWS, Azure, and GCP are compared based on their availability zones, regions, and virtual server offerings, highlighting GCP's global availability and VM management capabilities.", "Compute Engine and VM Instances Google Cloud's compute engine provides scalable, high-performance virtual machines with various options, including general purpose, workload optimized, memory optimized, and custom machine sizes, catering to diverse workloads and use cases."]}, {'end': 7778.396, 'start': 7070.835, 'title': 'Serverless computing vs traditional architectures', 'summary': 'Compares serverless computing to traditional three-tier architecture, highlighting the advantages and disadvantages of amazon web services, azure, and google cloud in terms of pricing, performance, and support.', 'duration': 707.561, 'highlights': ['Serverless computing is gaining popularity in comparison to traditional three-tier architecture, with each part of the application divided as functions and hosted over multiple service providers. Serverless computing is gaining popularity as it divides applications into functions hosted over multiple service providers, offering a faster solution timeline compared to traditional deployment management and maintenance of infrastructure.', 'Amazon Web Services (AWS) offers enterprise-friendly services, easy access to resources, and takes care of security and reliability of resources. AWS provides enterprise-friendly services, easy resource access, and ensures security and reliability of resources, contributing to increased speed and agility on demand.', 'Google Cloud offers better pricing than competitors, live migration of virtual machines, and improved performance, with a focus on modernizing infrastructure without disruption. Google Cloud offers competitive pricing, live migration of virtual machines, and improved performance, catering to organizations aiming to modernize infrastructure without disruptions.', 'Azure provides better development operations, strong security, cost-effective solutions, and operation execution friendly services. Azure offers strong security, cost-effective solutions, and operation execution friendly services, focusing on better development operations and providing a variety of cost-effective solutions.', 'Disadvantages of AWS include limitations in EC2 service, technical support fees, network connectivity issues, and downtime during migration. AWS has limitations in EC2 service, incurs technical support fees, faces network connectivity issues, and experiences downtime during migration.']}], 'duration': 2887.123, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE4891273.jpg', 'highlights': ['Choosing a default storage class is essential for multi-region accessibility, with options like standard, near line, and cold line, each suitable for different use cases.', 'You can specify access to individual objects by using object level permissions and provide uniform access to all objects in the bucket by using only bucket level permissions.', "Nina's use case of adopting cloud computing to solve memory space, website traffic, and server challenges, resulting in increased memory space as required, load balancing, and scaling up or down as per requirement.", 'Live Migration of Apps and Innovative Solutions Google Cloud Platform offers live migration of apps and innovative solutions in big data, AI, and machine learning, providing a competitive edge over other cloud providers such as AWS and Azure.', 'Serverless computing is gaining popularity in comparison to traditional three-tier architecture, with each part of the application divided as functions and hosted over multiple service providers.']}, {'end': 8683.26, 'segs': [{'end': 7877.502, 'src': 'embed', 'start': 7778.396, 'weight': 0, 'content': [{'end': 7782.158, 'text': 'increases agility with streamlined tag management.', 'start': 7778.396, 'duration': 3.762}, {'end': 7787.259, 'text': 'they obtained easy access to powerful reporting and customized dashboards.', 'start': 7783.035, 'duration': 4.224}, {'end': 7790.381, 'text': 'now that was just one simple use case.', 'start': 7787.259, 'duration': 3.122}, {'end': 7801.331, 'text': 'before we go on to hands-on, we can also talk a little bit back about these services which google cloud offers, as we discussed,', 'start': 7790.381, 'duration': 10.95}, {'end': 7808.167, 'text': 'and some of these services which can really make you think Why not Google Cloud Platform?', 'start': 7801.331, 'duration': 6.836}, {'end': 7818.915, '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': 7808.727, 'duration': 10.188}, {'end': 7827.119, 'text': 'what it does and how it can help us in handling our use cases or working with different products.', 'start': 7818.915, 'duration': 8.204}, {'end': 7833.262, 'text': "so let's learn briefly about different services which google cloud platform offers.", 'start': 7827.119, 'duration': 6.143}, {'end': 7840.206, 'text': "now one of the domains is compute, and then let's look at the compute services which gcp offers.", 'start': 7833.262, 'duration': 6.944}, {'end': 7846.808, 'text': 'now here i can log into the console and this hamburger menu on the top left corner.', 'start': 7840.586, 'duration': 6.222}, {'end': 7850.009, 'text': 'i can click on this one and go into the compute engine section.', 'start': 7846.808, 'duration': 3.201}, {'end': 7857.311, 'text': 'so this is the compute domain which has app engine, kubernetes engine, cloud functions and cloud run.', 'start': 7850.009, 'duration': 7.302}, {'end': 7861.452, 'text': 'so these are your different services which are offered within the compute domain,', 'start': 7857.311, 'duration': 4.141}, {'end': 7867.754, 'text': 'and here we can get into compute engine by clicking on this one and then basically going to VM instances.', 'start': 7861.452, 'duration': 6.302}, {'end': 7877.502, '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': 7868.114, 'duration': 9.388}], 'summary': 'Google cloud platform offers streamlined tag management and powerful reporting, including services like compute, app engine, kubernetes engine, cloud functions, and cloud run.', 'duration': 99.106, 'max_score': 7778.396, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE7778396.jpg'}, {'end': 8009.85, 'src': 'embed', 'start': 7923.641, 'weight': 3, 'content': [{'end': 7934.429, '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': 7923.641, 'duration': 10.788}, {'end': 7938.271, 'text': 'high process computing and other such applications.', 'start': 7934.429, 'duration': 3.842}, {'end': 7946.037, 'text': 'apart from general purpose compute optimized, you also have memory optimized machines which offer highest amount of memory,', 'start': 7938.271, 'duration': 7.766}, {'end': 7954.909, 'text': 'And these VMs are basically well-suited for in-memory databases such as SAP HANA, real-time analytics and in-memory cache.', 'start': 7946.497, 'duration': 8.412}, {'end': 7957.152, 'text': 'Now, we can see these options here.', 'start': 7955.369, 'duration': 1.783}, {'end': 7963.04, 'text': "You can click on VM instances while you're logged in into your Google Cloud Console.", 'start': 7957.412, 'duration': 5.628}, {'end': 7969.623, 'text': 'here you can even create an instance template which can be used to spin up instances.', 'start': 7963.36, 'duration': 6.263}, {'end': 7976.966, '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': 7969.623, 'duration': 7.343}, {'end': 7985.089, 'text': 'now here i can basically use one of these templates, or what i can do is i can go back,', 'start': 7976.966, 'duration': 8.123}, {'end': 7990.039, 'text': 'i can go into instance templates and this basically allows me to create a template.', 'start': 7985.089, 'duration': 4.95}, {'end': 7998.003, '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': 7990.039, 'duration': 7.964}, {'end': 8000.024, 'text': 'we can give a name to the template.', 'start': 7998.003, 'duration': 2.021}, {'end': 8003.766, 'text': 'for example, we can say template instance.', 'start': 8000.024, 'duration': 3.742}, {'end': 8009.85, 'text': 'now. here I can choose machine configurations, and this is where you have different options.', 'start': 8003.766, 'duration': 6.084}], 'summary': 'Google cloud offers compute and memory optimized machines for high-end performance, with options for creating instance templates.', 'duration': 86.209, 'max_score': 7923.641, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE7923641.jpg'}], 'start': 7778.396, 'title': "Google cloud platform's compute services", 'summary': "Provides an overview of google cloud platform's compute services, including compute engine, instance creation, management, and various machine configurations, demonstrating their applicability across use cases and products.", 'chapters': [{'end': 7946.037, 'start': 7778.396, 'title': 'Google cloud compute services overview', 'summary': "Covers an overview of google cloud platform's compute services, including compute engine, its features, and the different types of machines offered, aiming to demonstrate how it can help in handling various use cases and products.", 'duration': 167.641, 'highlights': ["Compute Engine offers scalable, high-performance virtual machines configurable in Google's data center, with access to high-performance networking infrastructure and block storage. Compute Engine provides scalable, high-performance virtual machines with access to high-performance networking infrastructure and block storage.", 'General purpose machines provide a balance between price and performance, well-suited for most workloads including line of business applications, web services, and databases. General purpose machines offer a balanced performance for various workloads including line of business applications, web services, and databases.', 'Compute optimized machines offer consistent, high-end virtual CPU core performance and are mainly suitable for gaming, EDA, high process computing, and other such applications. Compute optimized machines provide consistent high-end virtual CPU core performance suitable for gaming, EDA, and high process computing.']}, {'end': 8141.717, 'start': 7946.497, 'title': 'Creating vm instances and instance templates', 'summary': 'Discusses creating vm instances and instance templates on google cloud console, including options for machine configurations such as general purpose, memory optimized, and compute optimized, and selecting boot disk types such as standard persistent disk and ssds.', 'duration': 195.22, 'highlights': ['You can create instance templates which can be used to spin up instances, providing flexibility and efficiency in managing VMs.', 'Machine configurations include options such as general purpose, memory optimized, and compute optimized, catering to different workload requirements.', 'Selecting boot disk types, such as standard persistent disk or SSD, allows for managing performance and cost trade-offs for the VM instances.', 'Options for machine configurations include general purpose, memory optimized, and compute optimized, offering a balance between price and performance, large memory machine types for memory intensive workloads, and high-performance machine types for compute intensive workloads, respectively.']}, {'end': 8683.26, 'start': 8141.717, 'title': 'Google cloud instance management', 'summary': 'Explains the process of setting up and managing instances on google cloud platform, including options for preemptible virtual machines, live migration for vms, and ssh key management, as well as the steps for creating and connecting to instances using ssh and templates.', 'duration': 541.543, 'highlights': ['Compute offers preemptible virtual machines which can reduce the cost for virtual CPU and memory by 80%, suitable for running fault-tolerant workloads, lasting less than 24 hours. Preemptible virtual machines can reduce the cost for virtual CPU and memory by 80% and are suitable for running fault-tolerant workloads, lasting less than 24 hours.', 'Compute Engine offers live migration for VMs, allowing instances to be migrated between host systems without rebooting during periodic infrastructure maintenance. Compute Engine offers live migration for VMs, allowing instances to be migrated between host systems without rebooting during periodic infrastructure maintenance.', 'Explanation of setting up SSH key management for instance access, including creating and using public and private keys, and connecting to instances using SSH. The process of setting up SSH key management for instance access, including creating and using public and private keys, and connecting to instances using SSH.']}], 'duration': 904.864, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE7778396.jpg', 'highlights': ['Compute Engine offers scalable, high-performance virtual machines with access to high-performance networking infrastructure and block storage.', 'General purpose machines offer a balanced performance for various workloads including line of business applications, web services, and databases.', 'Compute optimized machines provide consistent high-end virtual CPU core performance suitable for gaming, EDA, and high process computing.', 'You can create instance templates which can be used to spin up instances, providing flexibility and efficiency in managing VMs.', 'Machine configurations include options such as general purpose, memory optimized, and compute optimized, catering to different workload requirements.', 'Compute offers preemptible virtual machines which can reduce the cost for virtual CPU and memory by 80%, suitable for running fault-tolerant workloads, lasting less than 24 hours.', 'Compute Engine offers live migration for VMs, allowing instances to be migrated between host systems without rebooting during periodic infrastructure maintenance.', 'Explanation of setting up SSH key management for instance access, including creating and using public and private keys, and connecting to instances using SSH.']}, {'end': 9502.96, 'segs': [{'end': 8830.413, 'src': 'embed', 'start': 8778.556, 'weight': 7, 'content': [{'end': 8782.925, 'text': 'So for example, if I just click on create instance and I can look into that.', 'start': 8778.556, 'duration': 4.369}, {'end': 8786.251, 'text': 'So here let the instance name be instance one.', 'start': 8783.325, 'duration': 2.926}, {'end': 8788.877, 'text': 'and what I would be interested in looking at this.', 'start': 8786.676, 'duration': 2.201}, {'end': 8791.518, 'text': 'one which says CPU platform and GPU.', 'start': 8788.877, 'duration': 2.641}, {'end': 8794.299, 'text': 'so CPU platform configuration is permanent.', 'start': 8791.518, 'duration': 2.781}, {'end': 8803.643, 'text': 'you can also do add GPU, so GPUs can be added to accelerate computationally intensive workloads like machine learning, simulation,', 'start': 8794.299, 'duration': 9.344}, {'end': 8807.489, 'text': 'medical analysis and virtual workstation applications.', 'start': 8803.643, 'duration': 3.846}, {'end': 8815.058, 'text': 'so you can add and remove gpus to a vm when your workload changes and pay for gpu only while using.', 'start': 8807.489, 'duration': 7.569}, {'end': 8824.509, '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': 8815.058, 'duration': 9.451}, {'end': 8826.672, 'text': 'so we only pay for the compute time.', 'start': 8824.509, 'duration': 2.163}, {'end': 8830.413, 'text': 'Now there are different savings which are possible.', 'start': 8827.032, 'duration': 3.381}], 'summary': 'Google compute engine offers gpu acceleration for computationally intensive workloads like machine learning and medical analysis.', 'duration': 51.857, 'max_score': 8778.556, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE8778556.jpg'}, {'end': 8995.916, 'src': 'embed', 'start': 8967.416, 'weight': 5, 'content': [{'end': 8972.757, 'text': 'so here we have different options, such as list or create, or start or update.', 'start': 8967.416, 'duration': 5.341}, {'end': 8981.023, 'text': 'for example, I can just do a list here to see what instances I have, and the instance which we just created shows up here.', 'start': 8972.757, 'duration': 8.266}, {'end': 8983.005, 'text': 'it says that status is running.', 'start': 8981.023, 'duration': 1.982}, {'end': 8984.966, 'text': 'I can just stop this instance.', 'start': 8983.005, 'duration': 1.961}, {'end': 8986.588, 'text': 'I can delete this instance.', 'start': 8984.966, 'duration': 1.622}, {'end': 8995.916, 'text': 'I can even create an instance by using a create command here and you can just do a create help which will show you what are the different options you can give.', 'start': 8986.588, 'duration': 9.328}], 'summary': 'Options include list, create, start, update. can view, stop, delete instances. help command available for creating new instance.', 'duration': 28.5, 'max_score': 8967.416, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE8967416.jpg'}, {'end': 9092.278, 'src': 'embed', 'start': 9037.74, 'weight': 1, 'content': [{'end': 9040.221, 'text': 'one was on europe yes, west four.', 'start': 9037.74, 'duration': 2.481}, {'end': 9043.822, 'text': 'both of them have internal and external ips.', 'start': 9040.221, 'duration': 3.601}, {'end': 9050.064, 'text': 'now you can do a describe to look at the different options here.', 'start': 9043.822, 'duration': 6.242}, {'end': 9058.969, 'text': 'so gcloud basically allows you different commands which you can use to work with your instance, to create instances, to change the metadata,', 'start': 9050.064, 'duration': 8.905}, {'end': 9063.791, 'text': 'if you would want to change the region, if you would want to add a startup script.', 'start': 9058.969, 'duration': 4.822}, {'end': 9069.854, 'text': 'all those options are possible from the command line, which we can learn in detail in later sessions.', 'start': 9063.791, 'duration': 6.063}, {'end': 9073.516, 'text': 'so this is your compute engine as a service.', 'start': 9069.854, 'duration': 3.662}, {'end': 9086.731, 'text': "now that we have learned about the compute domain and g compute services which is offered by gcp, let's also learn about storage and databases,", 'start': 9073.516, 'duration': 13.215}, {'end': 9092.278, 'text': "that's again within the storage domain and the services which are offered by google cloud platform.", 'start': 9086.731, 'duration': 5.547}], 'summary': 'Gcp offers compute engine as a service with options to create instances, change metadata, and run commands from the command line.', 'duration': 54.538, 'max_score': 9037.74, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE9037740.jpg'}, {'end': 9142.348, 'src': 'embed', 'start': 9115.791, 'weight': 4, 'content': [{'end': 9124.443, 'text': 'so google cloud platform offers different storage based services, out of which storage, which is your object storage, is quite popular.', 'start': 9115.791, 'duration': 8.652}, {'end': 9130.852, 'text': 'one click on storage and that basically shows you an option which talks about storage browser.', 'start': 9124.443, 'duration': 6.409}, {'end': 9134.897, 'text': "So this is your Google Cloud's object storage.", 'start': 9131.292, 'duration': 3.605}, {'end': 9142.348, 'text': 'So when we talk about object storage, it is basically a storage where you could store any kind of data.', 'start': 9135.498, 'duration': 6.85}], 'summary': 'Google cloud platform offers popular object storage for diverse data.', 'duration': 26.557, 'max_score': 9115.791, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE9115791.jpg'}, {'end': 9279.352, 'src': 'embed', 'start': 9250.164, 'weight': 0, 'content': [{'end': 9253.205, 'text': 'that is, fastest response time within a single region.', 'start': 9250.164, 'duration': 3.041}, {'end': 9256.806, 'text': 'however, it does not make your storage highly available.', 'start': 9253.205, 'duration': 3.601}, {'end': 9264.707, 'text': 'you can make a dual region, which is basically allowing your bucket or storage to be accessible across regions.', 'start': 9256.806, 'duration': 7.901}, {'end': 9269.748, 'text': 'you can also make it multi-region, which is highest availability offered as of now.', 'start': 9264.707, 'duration': 5.041}, {'end': 9274.89, 'text': 'we can choose region specific and now it asks you to choose a location.', 'start': 9269.748, 'duration': 5.142}, {'end': 9279.352, 'text': 'now, as always, I will choose Frankfurt.', 'start': 9274.89, 'duration': 4.462}], 'summary': 'Google cloud offers multi-region storage for highest availability and allows dual region setup for high availability within a single region.', 'duration': 29.188, 'max_score': 9250.164, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE9250164.jpg'}, {'end': 9407.299, 'src': 'embed', 'start': 9361.438, 'weight': 3, 'content': [{'end': 9370.071, 'text': "Now, once I've chosen all the relevant options, I can click on create and that basically will create a bucket by the name I have given.", 'start': 9361.438, 'duration': 8.633}, {'end': 9379.561, 'text': 'I can click on overview to basically see brief details about my bucket, such as region, what is the default storage class?', 'start': 9370.091, 'duration': 9.47}, {'end': 9386.105, 'text': 'and it also shows you the link url which can be used to access your bucket.', 'start': 9379.561, 'duration': 6.544}, {'end': 9388.647, 'text': 'it also gives you the link for gsutil.', 'start': 9386.105, 'duration': 2.542}, {'end': 9395.452, 'text': 'now, gsutil is a command which can be used in your cloud shell to basically work with your buckets.', 'start': 9388.647, 'duration': 6.805}, {'end': 9403.076, 'text': 'you can click on permissions to basically see what kind of permissions are already in place and you can then make changes.', 'start': 9395.452, 'duration': 7.624}, {'end': 9405.118, 'text': 'you can basically add members.', 'start': 9403.076, 'duration': 2.042}, {'end': 9407.299, 'text': 'you can view by different roles.', 'start': 9405.118, 'duration': 2.181}], 'summary': 'Creating a bucket with specified name and accessing it through a link, including using gsutil command for working with the buckets and managing permissions.', 'duration': 45.861, 'max_score': 9361.438, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE9361438.jpg'}, {'end': 9490.209, 'src': 'embed', 'start': 9462.812, 'weight': 6, 'content': [{'end': 9467.534, 'text': 'I can look into options here, which says edit permissions and edit metadata.', 'start': 9462.812, 'duration': 4.722}, {'end': 9472.556, 'text': 'If you would want to download it, if you would want to copy, move or rename it,', 'start': 9468.014, 'duration': 4.542}, {'end': 9481.541, 'text': 'if you would want to export to a different service called Cloud Pub Sub, which is published subscribing messaging system, you can scan the data.', 'start': 9472.556, 'duration': 8.985}, {'end': 9490.209, 'text': 'now you can click on a particular file, and that basically shows you the url which basically allows you to access this file.', 'start': 9482.119, 'duration': 8.09}], 'summary': 'Options include edit permissions, metadata, download, copy, move, rename, export to cloud pub sub, and scan data.', 'duration': 27.397, 'max_score': 9462.812, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE9462812.jpg'}], 'start': 8683.26, 'title': 'Google cloud platform', 'summary': 'Covers google compute engine features including predefined and custom machine types, preemptible vms, high-performance block storage, gpu accelerators, commitment savings, container support, and cloud sdk. it also provides an overview of creating instances using gcloud, manipulating metadata and region options, and an introduction to storage services offered by google cloud platform focusing on object storage, bucket creation, and access control mechanisms.', 'chapters': [{'end': 9011.124, 'start': 8683.26, 'title': 'Google compute engine features', 'summary': 'Highlights the features of google compute engine, such as predefined machine types, custom machine types, preemptible vms, high-performance block storage, gpu accelerators, commitment savings, container support, and cloud sdk for command line setup.', 'duration': 327.864, 'highlights': ['Predefined machine types with up to 11.5 terabytes of RAM and 60 virtual CPU cores Compute Engine offers predefined virtual machines with configurations for various needs, including instances with up to 11.5 terabytes of RAM and up to 60 virtual CPU cores.', 'Custom machine types for tailored workloads and cost savings Users can create custom machine types to best fit their workload, leading to significant cost savings by tailoring the configurations to specific needs.', 'Preemptible VMs, live migration, and durable high-performance block storage Compute Engine provides preemptible VMs, live migration benefits, and durable high-performance block storage in the form of persistent disks for data integrity, flexibility, and seamless storage resizing.', 'GPU accelerators for computationally intensive workloads Google Compute Engine supports GPU accelerators to accelerate computationally intensive workloads such as machine learning, simulation, medical analysis, and virtual workstation applications, allowing users to add and remove GPUs as needed and pay only while using.', 'Commitment savings, sustained use discounts, and reservation management Users can save up to 57% with commitment savings, benefit from sustained use discounts for running resources, and manage reservations for future resource needs, all contributing to cost optimization.', 'Container support and Cloud SDK for command line setup Compute Engine offers container support for running, managing, and orchestrating Docker containers, along with Cloud SDK support for command line setup, providing users with flexibility in managing their instances.']}, {'end': 9502.96, 'start': 9011.644, 'title': 'Google cloud platform overview', 'summary': 'Covers the creation of instances using gcloud, including the options available to manipulate the metadata and region, as well as an introduction to the storage services offered by google cloud platform, particularly focusing on object storage, the creation of buckets, and the various configuration options and access control available, with a specific emphasis on storage classes and access control mechanisms.', 'duration': 491.316, 'highlights': ['Creation of instances using gcloud The chapter covers the creation of instances using gcloud, including the options available to manipulate the metadata and region.', 'Introduction to storage services offered by Google Cloud Platform An introduction to the storage services offered by Google Cloud Platform, particularly focusing on object storage, the creation of buckets, and the various configuration options and access control available.', 'Object storage and its characteristics Explains object storage and its characteristics, including unique keys in the form of URLs, the concept of buckets, and the immutability of storage objects.', 'Configuration options for creating a bucket in Google Cloud Storage Details the various configuration options available when creating a bucket in Google Cloud Storage, including location types, storage classes, access control, and retention policy.', 'Access control mechanisms and gsutil command Explains fine-grained access control using IAM and ACL, as well as the use of gsutil command for working with buckets in the cloud shell.']}], 'duration': 819.7, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE8683260.jpg', 'highlights': ['Predefined machine types with up to 11.5 terabytes of RAM and 60 virtual CPU cores Compute Engine offers predefined virtual machines with configurations for various needs, including instances with up to 11.5 terabytes of RAM and up to 60 virtual CPU cores.', 'Custom machine types for tailored workloads and cost savings Users can create custom machine types to best fit their workload, leading to significant cost savings by tailoring the configurations to specific needs.', 'GPU accelerators for computationally intensive workloads Google Compute Engine supports GPU accelerators to accelerate computationally intensive workloads such as machine learning, simulation, medical analysis, and virtual workstation applications, allowing users to add and remove GPUs as needed and pay only while using.', 'Commitment savings, sustained use discounts, and reservation management Users can save up to 57% with commitment savings, benefit from sustained use discounts for running resources, and manage reservations for future resource needs, all contributing to cost optimization.', 'Creation of instances using gcloud The chapter covers the creation of instances using gcloud, including the options available to manipulate the metadata and region.', 'Introduction to storage services offered by Google Cloud Platform An introduction to the storage services offered by Google Cloud Platform, particularly focusing on object storage, the creation of buckets, and the various configuration options and access control available.', 'Preemptible VMs, live migration, and durable high-performance block storage Compute Engine provides preemptible VMs, live migration benefits, and durable high-performance block storage in the form of persistent disks for data integrity, flexibility, and seamless storage resizing.', 'Container support and Cloud SDK for command line setup Compute Engine offers container support for running, managing, and orchestrating Docker containers, along with Cloud SDK support for command line setup, providing users with flexibility in managing their instances.', 'Object storage and its characteristics Explains object storage and its characteristics, including unique keys in the form of URLs, the concept of buckets, and the immutability of storage objects.', 'Configuration options for creating a bucket in Google Cloud Storage Details the various configuration options available when creating a bucket in Google Cloud Storage, including location types, storage classes, access control, and retention policy.', 'Access control mechanisms and gsutil command Explains fine-grained access control using IAM and ACL, as well as the use of gsutil command for working with buckets in the cloud shell.']}, {'end': 11164.288, 'segs': [{'end': 10749.274, 'src': 'embed', 'start': 10716.538, 'weight': 2, 'content': [{'end': 10719.341, 'text': 'you can create data set to store the results.', 'start': 10716.538, 'duration': 2.803}, {'end': 10727.108, 'text': 'now results are put in a temp table in cache and after you are done with that, you can delete data set and delete all the data.', 'start': 10719.341, 'duration': 7.767}, {'end': 10738.931, 'text': 'so when you talk about loading data into bigquery, you can get the data from cloud storage, google drive, cloud data store, stack driver, stack,', 'start': 10727.748, 'duration': 11.183}, {'end': 10740.612, 'text': 'uh driver, other options.', 'start': 10738.931, 'duration': 1.681}, {'end': 10749.274, 'text': 'you have cloud big table or other web interfaces, so you can download from url, such as csv, json, avro.', 'start': 10740.612, 'duration': 8.662}], 'summary': 'Create dataset to store results, load data into bigquery from cloud storage, google drive, and other web interfaces like cloud bigtable.', 'duration': 32.736, 'max_score': 10716.538, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE10716538.jpg'}, {'end': 10820.679, 'src': 'embed', 'start': 10769.944, 'weight': 5, 'content': [{'end': 10779.209, 'text': 'so here you can also work with streaming data by basically pushing in streaming data into your big query,', 'start': 10769.944, 'duration': 9.265}, {'end': 10781.89, 'text': 'which allows you to add one record at a time.', 'start': 10779.209, 'duration': 2.681}, {'end': 10788.294, 'text': 'now you could use something like cloud data flow, which allows you to use a particular pipeline.', 'start': 10781.89, 'duration': 6.404}, {'end': 10790.955, 'text': 'about cloud data flow we will learn later.', 'start': 10788.294, 'duration': 2.661}, {'end': 10802.663, 'text': "so you can benefit from different features of bigquery and thus use google's offering to work on your structured data, or, i would say,", 'start': 10790.955, 'duration': 11.708}, {'end': 10806.407, 'text': 'data which suits well in data warehouses.', 'start': 10802.663, 'duration': 3.744}, {'end': 10812.412, 'text': 'now these are some of the storage related services which google cloud offers,', 'start': 10806.407, 'duration': 6.005}, {'end': 10820.679, 'text': 'although we will learn about using bigquery and running or uploading some data by creating add dataset here,', 'start': 10812.412, 'duration': 8.267}], 'summary': 'Bigquery allows streaming data, cloud dataflow for pipelines, and data warehousing on google cloud.', 'duration': 50.735, 'max_score': 10769.944, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE10769944.jpg'}, {'end': 11175.372, 'src': 'embed', 'start': 11145.837, 'weight': 0, 'content': [{'end': 11149.561, 'text': 'So if you have packaged your application as a jar, you can mention that here.', 'start': 11145.837, 'duration': 3.724}, {'end': 11151.504, 'text': 'You can pass in some arguments.', 'start': 11150.083, 'duration': 1.421}, {'end': 11160.367, 'text': 'You can also say some other jar files, add some properties, and then click on Submit, which will run your job on this ready to use cluster.', 'start': 11151.784, 'duration': 8.583}, {'end': 11164.288, 'text': 'Now, since we have tested it, I can basically go ahead and do a delete.', 'start': 11160.867, 'duration': 3.421}, {'end': 11168.789, 'text': "I don't want to incur any cost on these managed services which are running.", 'start': 11164.528, 'duration': 4.261}, {'end': 11175.372, 'text': 'So there are a lot more information about using these services which Google Cloud Platform offers.', 'start': 11169.19, 'duration': 6.182}], 'summary': 'You can run your jar application, pass arguments, add properties, and submit the job on a ready-to-use cluster, then delete to avoid costs on google cloud platform.', 'duration': 29.535, 'max_score': 11145.837, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE11145837.jpg'}], 'start': 9502.96, 'title': 'Google cloud services overview', 'summary': 'Provides an overview of google cloud storage, including features such as creating folders, uploading data and permissions, and delves into the details of bigtable, cloud datastore, cloud spanner, cloud sql, and bigquery, highlighting their features, pricing, and usage considerations for managing big data workloads.', 'chapters': [{'end': 9948.732, 'start': 9502.96, 'title': 'Google cloud storage and bigtable overview', 'summary': 'Provides an overview of google cloud storage, including features such as creating folders, uploading data and permissions, and delves into the details of bigtable, highlighting its role as a nosql database, its scalability, data encryption, and usage considerations, with emphasis on low latency access and high throughput.', 'duration': 445.772, 'highlights': ["Bigtable's role as a NoSQL database and its usage considerations Bigtable is a pioneer in NoSQL databases, designed to provide real-time access to petabytes of data and powers various Google services. It is suitable for low latency access and high throughput, with performance suffering for data smaller than one terabyte and individual elements larger than 10 megabytes.", 'Scalability and data encryption in Cloud Bigtable Cloud Bigtable allows increasing machine count without downtime, handles admin tasks, and encrypts data. It offers various data service layers for reading and writing data, with specific performance metrics provided for reads, writes, and scans.', 'Creation and configuration of Cloud Bigtable instance The process of creating a Cloud Bigtable instance involves specifying instance name, storage type, region, zone, and the number of nodes. The performance metrics are provided based on the chosen configuration, and options for replication guidance are available.', 'Usage considerations and integration with other services Bigtable is not suitable for all use cases, particularly for storing smaller amounts of data or individual elements larger than 10 megabytes. It is not designed for multi-row transactions or online transaction processing but is suitable for OLAP applications and integrates with Apache Hadoop and Spark clusters.']}, {'end': 10305.796, 'start': 9949.312, 'title': 'Managing google cloud datastore', 'summary': 'Covers setting up and managing google cloud datastore, including features, pricing comparison with bigtable, and the introduction of cloud spanner, emphasizing the importance of careful usage to avoid charges in the free account.', 'duration': 356.484, 'highlights': ['Cloud Datastore has added features on top of Bigtable, offering options like cloud Firestore mode and supporting secondary indexes and reliable transactions, making it suitable for small data and infrequent access, while Cloud Bigtable is more cost-effective for large amounts of data and frequent access. Cloud Datastore offers added features on top of Bigtable, supporting secondary indexes and reliable transactions, making it suitable for small data and infrequent access, while Cloud Bigtable is more cost-effective for large amounts of data and frequent access.', 'Careful consideration of usage is essential to avoid charges in the free account, particularly when dealing with running clusters, as charges apply for their continuous operation. Careful consideration of usage is essential to avoid charges in the free account, particularly when dealing with running clusters, as charges apply for their continuous operation.', "Introduction of Cloud Spanner as a big table-based service to address the need for RDBMS feature support, indicating the evolving nature of Google Cloud Platform's offerings. Introduction of Cloud Spanner as a big table-based service to address the need for RDBMS feature support, indicating the evolving nature of Google Cloud Platform's offerings."]}, {'end': 10897.365, 'start': 10305.856, 'title': 'Google cloud storage and database services', 'summary': "Introduces google cloud's storage and database services, highlighting features of cloud spanner, cloud sql, and bigquery, along with pricing and usage details, and also discusses the managed service dataproc for running big data workloads.", 'duration': 591.509, 'highlights': ['Cloud Spanner is a managed, scalable relational database with strong consistency and multi-region deployment, released in 2017. Cloud Spanner offers strong consistency for all queries, supports SQL-based queries, and provides multi-region deployment, making it suitable for massive scalability requirements.', 'Cloud SQL is a fully managed relational database service supporting MySQL, Postgres, and SQL Server, offering features such as automatic sharding, synchronous replication, and high availability. Cloud SQL provides managed support for relational databases, allowing terabytes of storage capacity, 40,000 IOPS, and large RAM per instance, making it suitable for handling large-scale data storage.', 'BigQuery allows processing billions of rows in seconds, real-time analysis of streaming data, and cost-effective pricing, with storage costs at approximately 0.02 cents per GB per month and querying costs incurred after 1 TB per month. BigQuery offers high-speed data processing, real-time analysis, and cost-effective pricing with minimal storage costs and a free 1 TB per month usage, making it suitable for handling large volumes of data.', 'Dataproc is a managed service for running Spark or Hadoop jobs, using compute engine instances, with features like cheaper pay when jobs are running only, faster integration with other Google Cloud services, and yarn integration for easier cluster management. Dataproc provides a managed environment for running big data workloads, with cost-effective pricing, faster integration with other services, and yarn integration for simplified cluster management.']}, {'end': 11164.288, 'start': 10897.365, 'title': 'Setting up and using dataproc cluster', 'summary': 'Explains the process of setting up and using a dataproc cluster, including choosing machine configurations, creating and managing clusters, accessing storage buckets, running jobs, and managing cluster resources.', 'duration': 266.923, 'highlights': ["By default, the machine is populated as a 4 CPU and 15 gigabyte, but for a free account, it's recommended to go for N1 standard 2 configuration.", 'The cluster setup allows you to choose the number of worker nodes, minimum being two, and configure ssds and their capacity.', 'The fully managed service allows running various types of jobs in the cluster such as Hadoop, Spark, PySpark, Hive, Pig, and Presto, and also provides options for uploading jar files and specifying job properties.', 'The cluster utilizes compute instances and storage buckets, and provides detailed insights into cluster resources, job status, and configurations for effective management and monitoring.']}], 'duration': 1661.328, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE9502960.jpg', 'highlights': ['BigQuery offers high-speed data processing, real-time analysis, and cost-effective pricing with minimal storage costs and a free 1 TB per month usage, making it suitable for handling large volumes of data.', 'Cloud Spanner offers strong consistency for all queries, supports SQL-based queries, and provides multi-region deployment, making it suitable for massive scalability requirements.', 'Cloud SQL provides managed support for relational databases, allowing terabytes of storage capacity, 40,000 IOPS, and large RAM per instance, making it suitable for handling large-scale data storage.', 'Cloud Datastore has added features on top of Bigtable, offering options like cloud Firestore mode and supporting secondary indexes and reliable transactions, making it suitable for small data and infrequent access.', 'Dataproc provides a managed environment for running big data workloads, with cost-effective pricing, faster integration with other services, and yarn integration for simplified cluster management.', 'Cloud Bigtable allows increasing machine count without downtime, handles admin tasks, and encrypts data, offering various data service layers for reading and writing data.', "Introduction of Cloud Spanner as a big table-based service to address the need for RDBMS feature support, indicating the evolving nature of Google Cloud Platform's offerings.", 'Bigtable is a pioneer in NoSQL databases, designed to provide real-time access to petabytes of data and powers various Google services, suitable for low latency access and high throughput.']}, {'end': 12334.872, 'segs': [{'end': 11258.569, 'src': 'embed', 'start': 11234.119, 'weight': 2, 'content': [{'end': 11243.183, 'text': 'So to conclude about Google Cloud Platform services, you can always go to cloud.google.com and look into the document section.', 'start': 11234.119, 'duration': 9.064}, {'end': 11248.105, 'text': 'Now here, you have list of different featured products.', 'start': 11243.543, 'duration': 4.562}, {'end': 11253.767, 'text': 'You also have list of your different domains and services which Google Cloud offers.', 'start': 11248.645, 'duration': 5.122}, {'end': 11258.569, 'text': 'And you can learn about all the different services which are offered by Google Cloud.', 'start': 11254.107, 'duration': 4.462}], 'summary': 'Google cloud platform offers various services and features, accessible at cloud.google.com.', 'duration': 24.45, 'max_score': 11234.119, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE11234119.jpg'}, {'end': 11318.902, 'src': 'embed', 'start': 11289.732, 'weight': 4, 'content': [{'end': 11301.463, 'text': 'You have networking related services, big data specifics, developer tools, cloud AI, identity and security, IoT management tools,', 'start': 11289.732, 'duration': 11.731}, {'end': 11303.685, 'text': 'API platform and so on.', 'start': 11301.463, 'duration': 2.222}, {'end': 11311.936, 'text': 'So, basically, learn about the GCP services which Google Cloud Platform offers and, in detail,', 'start': 11304.065, 'duration': 7.871}, {'end': 11318.902, 'text': 'you can play around with different services which are offered by creating a free account and, as I demonstrated,', 'start': 11311.936, 'duration': 6.966}], 'summary': 'Google cloud platform offers networking, big data, developer tools, cloud ai, identity and security, and iot management services.', 'duration': 29.17, 'max_score': 11289.732, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE11289732.jpg'}, {'end': 11585.449, 'src': 'embed', 'start': 11557.679, 'weight': 1, 'content': [{'end': 11562.8, 'text': "hands down, let's take the same compute instance of two cpus with 8 gb ram.", 'start': 11557.679, 'duration': 5.121}, {'end': 11572.882, 'text': "it will cost approximately 50 dollars per month with gcp and, as per my calculations, that's a 25 annual cost reduction when compared to aws.", 'start': 11562.8, 'duration': 10.082}, {'end': 11578.324, 'text': 'talking about cloud storage cost, it is only 2 cents per gb per month with gcp.', 'start': 11572.882, 'duration': 5.442}, {'end': 11579.624, 'text': 'what else do you want me to say?', 'start': 11578.324, 'duration': 1.3}, {'end': 11581.926, 'text': "Let's talk about market share and options.", 'start': 11580.024, 'duration': 1.902}, {'end': 11585.449, 'text': 'Now, AWS is the current market leader when it comes to cloud computing.', 'start': 11582.206, 'duration': 3.243}], 'summary': "Gcp offers 25% annual cost reduction compared to aws for a 2 cpu, 8gb ram instance. gcp's cloud storage costs 2 cents per gb per month. aws is the current market leader in cloud computing.", 'duration': 27.77, 'max_score': 11557.679, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE11557679.jpg'}, {'end': 12334.872, 'src': 'embed', 'start': 12308.328, 'weight': 0, 'content': [{'end': 12313.152, 'text': "Now let's look at a use case and understand what happened here when we talk about Lush.", 'start': 12308.328, 'duration': 4.824}, {'end': 12317.515, 'text': 'So Lush was founded in 1995.', 'start': 12313.652, 'duration': 3.863}, {'end': 12320.538, 'text': 'You might have seen this brand somewhere in the streets.', 'start': 12317.515, 'duration': 3.023}, {'end': 12325.182, 'text': 'It is a global cosmetics retailer headquartered in UK.', 'start': 12320.938, 'duration': 4.244}, {'end': 12328.744, 'text': 'It sells a diverse range of fresh handmade products.', 'start': 12325.462, 'duration': 3.282}, {'end': 12334.872, 'text': 'lush had become a global brand with over 930 stores in 49 countries.', 'start': 12329.585, 'duration': 5.287}], 'summary': 'Lush, a global cosmetics retailer founded in 1995, has over 930 stores in 49 countries.', 'duration': 26.544, 'max_score': 12308.328, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE12308328.jpg'}], 'start': 11164.528, 'title': 'Google cloud platform services', 'summary': "Provides an overview of google cloud platform's managed services, including kubernetes, cloud functions, networking, monitoring, and big data services, focusing on cost management and available documentation. it also discusses gcp's services, comparing them to aws, highlighting gcp's cost-effectiveness and recent market entry, and aws's extensive experience, revenue, and market share. additionally, it compares aws and gcp in terms of market share, pricing, services, and use cases, highlighting aws's 47% cloud market share and 5.3 billion dollars per quarter revenue, and gcp's lower pricing and better telemetry tools.", 'chapters': [{'end': 11232.965, 'start': 11164.528, 'title': 'Google cloud platform services overview', 'summary': 'Provides an overview of the various managed services offered by google cloud platform, including kubernetes, cloud functions, networking services, monitoring services, and big data specific services, with a focus on cost management and available documentation.', 'duration': 68.437, 'highlights': ['Google Cloud Platform offers various managed services such as Kubernetes, cloud functions, networking services, monitoring services, and big data specific services. These services provide a comprehensive set of options for users to explore, with a focus on cost management and availability of detailed documentation.', 'Published subscribed messaging system is a real time managed service offered by Google, with Kafka being a popular choice for such requirements. The chapter emphasizes the availability of real-time managed services like published subscribed messaging systems, and highlights Kafka as a popular choice for meeting messaging system requirements.']}, {'end': 11478.954, 'start': 11234.119, 'title': 'Google cloud platform services', 'summary': "Discusses the different services offered by google cloud platform, including its featured products, domains, and services, compared to amazon web services (aws), highlighting gcp's cost-effectiveness and recent market entry, and aws's extensive experience, revenue, and market share.", 'duration': 244.835, 'highlights': ['AWS has over $5.1 billion of revenue in the last quarter, occupying more than 40% of the market. AWS has a significant revenue of over $5.1 billion in the last quarter and holds more than 40% of the market share, showcasing its dominance in the cloud computing market.', 'AWS has at least 100 services available at the moment, providing solutions for various business needs. AWS offers a diverse range of services, with at least 100 available, catering to a wide array of business requirements and challenges.', 'GCP was launched in 2011, offering a modest number of services which are rapidly increasing, providing cost-effective CPU instances and regional storage. GCP, despite being relatively new in the market since 2011, is rapidly expanding its service offerings, presenting cost-effective CPU instances and regional storage options to users.']}, {'end': 12334.872, 'start': 11479.334, 'title': 'Comparing aws and gcp: market share, pricing, and services', 'summary': 'Compares aws and gcp in terms of market share, pricing, services, and use cases, highlighting that aws holds 47% of the cloud market share, with a revenue of 5.3 billion dollars per quarter, while gcp offers lower pricing and better telemetry tools, and both platforms provide different types of web hosting options.', 'duration': 855.538, 'highlights': ['AWS holds 47% of the cloud market share Amazon Web Services contributes 47% of the market share, surpassing other cloud service providers like Rackspace, Verizon Cloud, Microsoft Azure, Google Cloud Platform, and IBM Software.', 'AWS makes 5.3 billion dollars per quarter AWS generates a revenue of 5.3 billion dollars per quarter, portraying its substantial financial success and dominance in the cloud computing market.', 'GCP offers lower pricing and better telemetry tools Google Cloud Platform provides competitive pricing, especially in comparison to AWS, and superior telemetry tools, enhancing its value proposition for potential users.', 'Both platforms offer different types of web hosting options AWS and GCP offer various web hosting options, including WordPress, LAMP stack, and the option to build a custom website directly on Compute Engine, catering to diverse user requirements and preferences.']}], 'duration': 1170.344, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE11164528.jpg', 'highlights': ['Google Cloud Platform offers various managed services such as Kubernetes, cloud functions, networking services, monitoring services, and big data specific services, with a focus on cost management and detailed documentation.', 'AWS has over $5.1 billion of revenue in the last quarter, occupying more than 40% of the market, showcasing its dominance in the cloud computing market.', 'AWS holds 47% of the cloud market share, surpassing other cloud service providers like Rackspace, Verizon Cloud, Microsoft Azure, Google Cloud Platform, and IBM Software.', 'GCP offers lower pricing and better telemetry tools, enhancing its value proposition for potential users.', 'AWS offers at least 100 services, catering to a wide array of business requirements and challenges.']}, {'end': 13344.646, 'segs': [{'end': 12495.279, 'src': 'embed', 'start': 12464.55, 'weight': 2, 'content': [{'end': 12467.933, 'text': 'i will choose a region, for example Frankfurt.', 'start': 12464.55, 'duration': 3.383}, {'end': 12470.955, 'text': 'I will let it be general purpose machines.', 'start': 12467.933, 'duration': 3.022}, {'end': 12475.64, 'text': 'let this machine be one virtual CPU core and 3.75 gigabyte RAM,', 'start': 12470.955, 'duration': 4.685}, {'end': 12481.064, 'text': "if I'm looking for a heavier website which might have more users logging in and so on.", 'start': 12475.64, 'duration': 5.424}, {'end': 12484.047, 'text': 'then I can choose a higher configuration machine.', 'start': 12481.064, 'duration': 2.983}, {'end': 12495.279, 'text': 'here we have the option to choose our distribution, so, for example, I can choose Ubuntu and then I can choose a distribution version.', 'start': 12484.047, 'duration': 11.232}], 'summary': 'Choose frankfurt region, general purpose machine with 1 vcpu and 3.75gb ram. consider higher configuration for heavier website usage. option to select ubuntu distribution and version.', 'duration': 30.729, 'max_score': 12464.55, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE12464550.jpg'}, {'end': 12916.149, 'src': 'embed', 'start': 12884.332, 'weight': 3, 'content': [{'end': 12887.373, 'text': 'And what I did was I added a different page here.', 'start': 12884.332, 'duration': 3.041}, {'end': 12898.158, 'text': "So that page, if you look in HTML and then look in my page dot HTML section, I've just added some basic details of creating HTML.", 'start': 12887.733, 'duration': 10.425}, {'end': 12899.699, 'text': "I'm saying body.", 'start': 12898.719, 'duration': 0.98}, {'end': 12901.06, 'text': "I'm using marquee.", 'start': 12899.979, 'duration': 1.081}, {'end': 12904.943, 'text': "and then i'm closing this with html tag.", 'start': 12901.781, 'duration': 3.162}, {'end': 12916.149, 'text': "now this is a simple html page which i created, and now what i did was once i've done this, i basically did a service apache restart.", 'start': 12904.943, 'duration': 11.206}], 'summary': 'Added a new html page with basic details and performed an apache restart.', 'duration': 31.817, 'max_score': 12884.332, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE12884332.jpg'}, {'end': 13002.64, 'src': 'embed', 'start': 12975.38, 'weight': 1, 'content': [{'end': 12981.842, 'text': 'So we can learn about your web hosting on Compute Instances in further sessions.', 'start': 12975.38, 'duration': 6.462}, {'end': 12986.415, 'text': 'Are you in the analytics space??', 'start': 12984.634, 'duration': 1.781}, {'end': 12991.936, 'text': 'Have you ever wondered how data processing in the cloud is changing the analytics space??', 'start': 12987.095, 'duration': 4.841}, {'end': 12996.138, 'text': 'If the answer is yes, this is the course for you.', 'start': 12992.797, 'duration': 3.341}, {'end': 13002.64, 'text': 'All major corporations are moving data infrastructure and computing to the cloud to optimize costs.', 'start': 12996.938, 'duration': 5.702}], 'summary': 'Learn about web hosting on compute instances and how cloud data processing is changing analytics for major corporations.', 'duration': 27.26, 'max_score': 12975.38, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE12975380.jpg'}, {'end': 13174.324, 'src': 'embed', 'start': 13148.999, 'weight': 0, 'content': [{'end': 13157.32, 'text': "I've partnered with SimplyLearn to ensure that you have the best opportunity to become certified in various Google Cloud Platform technologies,", 'start': 13148.999, 'duration': 8.321}, {'end': 13160.741, 'text': 'gain hands-on experience on the cloud and make you job ready.', 'start': 13157.32, 'duration': 3.421}, {'end': 13167.102, 'text': 'Before we discuss the course and the reasons it will help you, let me first introduce you to Google Cloud Platform.', 'start': 13161.461, 'duration': 5.641}, {'end': 13174.324, 'text': 'When you use the Google Cloud Platform, you are empowered to build, test, and deploy applications at Google scale.', 'start': 13167.923, 'duration': 6.401}], 'summary': 'Partnered with simplylearn to offer google cloud platform certification and hands-on experience.', 'duration': 25.325, 'max_score': 13148.999, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE13148999.jpg'}, {'end': 13280.257, 'src': 'embed', 'start': 13254.409, 'weight': 4, 'content': [{'end': 13261.395, 'text': 'Along with the course, you receive a free trial account with $300 credit toward the use of Google Cloud Platform for 60 days.', 'start': 13254.409, 'duration': 6.986}, {'end': 13264.298, 'text': 'The instructors are Google-authorized trainers.', 'start': 13262.096, 'duration': 2.202}, {'end': 13265.759, 'text': 'The content is engaging.', 'start': 13264.618, 'duration': 1.141}, {'end': 13268.307, 'text': 'and all the topics are very well explained.', 'start': 13266.365, 'duration': 1.942}, {'end': 13274.232, 'text': "With Simply Learn, you'll be enrolling for the online classroom Flexi Pass,", 'start': 13268.987, 'duration': 5.245}, {'end': 13280.257, 'text': 'which gives you the flexibility to attend any of the weekday and weekend batches according to your convenience.', 'start': 13274.232, 'duration': 6.025}], 'summary': 'Enroll in simply learn for google cloud platform course with $300 credit, google-authorized trainers, engaging content, and flexible scheduling.', 'duration': 25.848, 'max_score': 13254.409, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE13254409.jpg'}], 'start': 12334.872, 'title': 'Lush cosmetics: gcp platform success', 'summary': 'Highlights how lush cosmetics achieved 40% reduced hosting costs, improved availability, and streamlined data center usage by moving to google cloud platform, while also covering setting up web servers on an ec2 instance and the advantages of google cloud platform in big data and machine learning, with an average salary of $102,000 for a google data engineer.', 'chapters': [{'end': 12464.55, 'start': 12334.872, 'title': 'Lush cosmetics: gcp platform success', 'summary': 'Highlights how lush cosmetics overcame website crashes and achieved improved scalability and cost reduction by moving to the google cloud platform, resulting in 40% reduced hosting costs, improved availability during peak loads, and streamlined data center usage from 5 to 3.', 'duration': 129.678, 'highlights': ['Lush Cosmetics achieved a 40% reduction in hosting costs by moving to Google Cloud Platform, resulting in a bright future for the business.', "The availability during peak loads was improved due to Google Compute Engine's auto scaling feature, providing enhanced scalability for future business needs.", "Streamlined data center usage from 5 to 3 with Google's high-quality private network, leading to improved infrastructure hosting costs and flexibility.", 'The previous platform had no scalability option, leading to devastating effects on the business with website crash for almost 18 hours on boxing day.', 'By using Google Cloud SQL, Lush took complete control of its infrastructure and optimized its systems for effective scaling, resulting in improved website movement during peak times and rapid VM deployment.']}, {'end': 12946.322, 'start': 12464.55, 'title': 'Setting up and accessing web servers', 'summary': 'Covers setting up and accessing a web server on an ec2 instance in a specific region, including configuring machine specifications, choosing distributions, managing instance security, and checking firewall rules.', 'duration': 481.772, 'highlights': ['Configuring machine specifications and choosing distributions The speaker discusses the process of selecting a region, specifying machine configurations (virtual CPU core and RAM), choosing a distribution (e.g., Ubuntu 16.04), and selecting disk size (e.g., 20 gigabyte SSD or HDD).', 'Managing instance security and connecting via SSH The speaker explains the management options for instances, including providing a public key for external SSH client access using tools like PuTTYgen, and demonstrates the process of connecting to an instance using SSH from the console or an external client.', 'Checking and customizing firewall rules The speaker demonstrates checking the default firewall rules for instances, including default ingress rules for HTTP, HTTPS, ICMP, internal access, RDP, and SSH, and mentions the option to customize these rules for incoming and outgoing traffic.', 'Accessing and hosting web server content The speaker accesses the Apache web server running on the instance via HTTP, checks the default page for Apache HTTP server, and demonstrates the process of hosting a website on the EC2 instance by changing and testing HTML pages in the var www.html directory.']}, {'end': 13344.646, 'start': 12946.322, 'title': 'Google cloud platform: big data & machine learning', 'summary': 'Highlights the capabilities of google cloud platform in data processing, its popularity among technology giants, its impact on analytics space, and the benefits of getting certified, with an average salary of $102,000 for a google data engineer.', 'duration': 398.324, 'highlights': ["Google Cloud Platform's impact on analytics space and its popularity among technology giants like Spotify and Apple. Major corporations are moving data infrastructure and computing to the cloud to optimize costs. Technology giants like Spotify and Apple have implemented the Google Cloud platform at their organizations.", 'The average salary of a Google data engineer is $102,000 per year, and the high demand for Google data engineer certifications. A Google data engineer with expertise in Google Cloud, machine learning, and BigQuery earns $102,000 per year on average. And the demand for Google data engineer certifications has never been higher.', "Google Cloud Platform's data processing capabilities and its relevance to data analysts, business analysts, and data scientists. The course offers a thorough overview of the Google Cloud Platform, covering its data processing capabilities, with various use case studies. It's the perfect course for data analysts, business analysts and data scientists with real-world experience in querying, ETL, data modeling or machine learning."]}], 'duration': 1009.774, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/6VRatA0SAwE/pics/6VRatA0SAwE12334872.jpg', 'highlights': ['Lush Cosmetics achieved a 40% reduction in hosting costs by moving to Google Cloud Platform, resulting in a bright future for the business.', "The availability during peak loads was improved due to Google Compute Engine's auto scaling feature, providing enhanced scalability for future business needs.", "Streamlined data center usage from 5 to 3 with Google's high-quality private network, leading to improved infrastructure hosting costs and flexibility.", 'The average salary of a Google data engineer is $102,000 per year, and the high demand for Google data engineer certifications.', "Google Cloud Platform's impact on analytics space and its popularity among technology giants like Spotify and Apple. Major corporations are moving data infrastructure and computing to the cloud to optimize costs."]}], 'highlights': ['Google Cloud Platform offers a $300 free credit for new users and provides various pricing options including committed use discounts, making it an attractive option for different customer requirements.', 'Lush Cosmetics achieved a 40% reduction in hosting costs by moving to Google Cloud Platform, resulting in a bright future for the business.', "Ferrero utilized Google Cloud's BigQuery for hyper-fast and efficient data analysis, leading to accurate user profiles and cost-effective marketing strategies.", 'Google Cloud offers preemptible virtual machines which can reduce the cost for virtual CPU and memory by 80%, suitable for running fault-tolerant workloads, lasting less than 24 hours.', 'BigQuery offers high-speed data processing, real-time analysis, and cost-effective pricing with minimal storage costs and a free 1 TB per month usage, making it suitable for handling large volumes of data.', 'AWS has over $5.1 billion of revenue in the last quarter, occupying more than 40% of the market, showcasing its dominance in the cloud computing market.', 'Google Cloud Platform offers various managed services such as Kubernetes, cloud functions, networking services, monitoring services, and big data specific services, with a focus on cost management and detailed documentation.', 'Google Cloud Platform offers live migration of apps and innovative solutions in big data, AI, and machine learning, providing a competitive edge over other cloud providers such as AWS and Azure.', 'Compute Engine offers scalable, high-performance virtual machines with access to high-performance networking infrastructure and block storage.', 'Google Cloud provides high-speed connections up to 10 terabytes and low latency network infrastructure, enhancing performance and leading to customer satisfaction.']}