title
Learn Cloud Computing Day 4 | DevOps & Cloud Computing Full Course | Learn DevOps | Simplilearn

description
🔥 IIT Guwahati Professional Certificate Program In Cloud Computing And DevOps (India Only): https://www.simplilearn.com/professional-certificate-program-cloud-computing-devops?utm_campaign=25AugustTubebuddyExpCloud&DevopsIITG&utm_medium=DescriptionFF&utm_source=youtube 🔥DevOps Engineer Masters Program (Discount Code - YTBE15): https://www.simplilearn.com/devops-engineer-masters-program-certification-training?utm_campaign=SCE-DevopsMaster&utm_medium=DescriptionFF&utm_source=youtube 🔥Post Graduate Program In DevOps: https://www.simplilearn.com/pgp-devops-certification-training-course?utm_campaign=CCWeekOCT29-igZrnfz_9eE&utm_medium=DescriptionFirstFold&utm_source=youtube This Google Cloud Platform Full Course will Provide you with in-depth learning of one of the most popular cloud computing tools GCP aka Google Cloud Platform, This GCP Tutorial for Beginners will provide you with everything you need to know about Google Cloud Platform and it's working. Starting from the Fundamentals of Cloud Computing, The rise of GCP, What is Google Cloud Platform, Features of Google Cloud Platform, and Implementation of various Cloud Computing Services Provided by GCP. ✅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 #GoogleCloudPlatoformFullCourse #GoogleCloudTraining #GoogleCloudPlatformTutorialForBeginners #GoogleCloudCertification #GoogleCloudTutorial #GCPTutorial #Simplilearn ➡️About Post Graduate Program In DevOps DevOps training course will bring out the scientist in you. You'll learn how to formalize and document development processes and create a self-documenting system. DevOps certification course will also cover advanced tools like Puppet, SaltStack, and Ansible that help self-governance and automated management at scale. ✅Key features - Caltech CTME Post Graduate Certificate - Enrolment in Simplilearn’s JobAssist - Receive up to 25 CEUs from Caltech CTME upon course completion - 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 - 20+ real-life projects on integrated labs - Capstone project in 3 domains - Caltech CTME Circle Membership ✅Skills Covered - DevOps Methodology - Continuous Integration - Continuous Delivery - Configuration Management - Containerization - DevOps on Cloud - Source Control - Deployment Automation - Cloud Platforms 👉 Learn More At: https://www.simplilearn.com/pgp-devops-certification-training-course?utm_campaign=CCWeekOCT29-igZrnfz_9eE&utm_medium=Description&utm_source=youtube

detail
{'title': 'Learn Cloud Computing Day 4 | DevOps & Cloud Computing Full Course | Learn DevOps | Simplilearn', 'heatmap': [{'end': 10875.759, 'start': 10734.976, 'weight': 1}], 'summary': 'Series covers various aspects of google cloud platform (gcp) including an overview, benefits, services, case studies, and comparisons with aws and azure, highlighting its use cases, pricing, and advantages, with case studies of companies like ferrero and lush cosmetics leveraging gcp for cost reduction and improved performance.', 'chapters': [{'end': 195.706, 'segs': [{'end': 110.617, 'src': 'embed', 'start': 55.822, 'weight': 0, 'content': [{'end': 61.367, 'text': 'before getting started with gcp, let me tell you guys that we have daily updates on multiple technologies.', 'start': 55.822, 'duration': 5.545}, {'end': 64.931, 'text': "if you're a tech geek in a continuous hunt for latest technological trends,", 'start': 61.367, 'duration': 3.564}, {'end': 71.578, 'text': "then consider getting subscribed to our youtube channel and don't forget to hit that bell icon to never miss an update from simply learn.", 'start': 64.931, 'duration': 6.647}, {'end': 75.248, 'text': 'We will begin this full course video with what GCP is.', 'start': 71.966, 'duration': 3.282}, {'end': 78.731, 'text': 'Then we will look into GCP and its concepts in detail.', 'start': 75.889, 'duration': 2.842}, {'end': 82.333, 'text': 'Then our expert will give you a quick training on Azure services.', 'start': 79.131, 'duration': 3.202}, {'end': 86.296, 'text': "Then we will see what's the differences between AWS and GCP.", 'start': 82.794, 'duration': 3.502}, {'end': 89.719, 'text': "Next, we'll see what GCP web hosting is.", 'start': 86.757, 'duration': 2.962}, {'end': 93.601, 'text': 'After that, we will be looking into Google Cloud Machine Learning.', 'start': 90.119, 'duration': 3.482}, {'end': 101.087, 'text': 'And finally, we will conclude this video by discussing the Google Cloud Platform Fundamentals Certification Training.', 'start': 93.701, 'duration': 7.386}, {'end': 104.914, 'text': "So without further ado, let's get started with GCP.", 'start': 101.892, 'duration': 3.022}, {'end': 106.415, 'text': 'Good morning and good evening, everyone.', 'start': 105.154, 'duration': 1.261}, {'end': 110.617, 'text': 'So welcome to this session on Google Cloud Platform.', 'start': 107.055, 'duration': 3.562}], 'summary': 'Get daily tech updates on youtube, learn gcp, azure, aws differences, web hosting, machine learning, and gcp certification training.', 'duration': 54.795, 'max_score': 55.822, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE55822.jpg'}], 'start': 14.693, 'title': 'Google cloud platform overview', 'summary': "Provides an introduction to google cloud platform (gcp) as part of simply learn's clark computing week, featuring popular frameworks like amazon aws and microsoft azure. it also includes a quick training on azure services, a comparison of aws and gcp, gcp web hosting, google cloud machine learning, and the discussion on the google cloud platform fundamentals certification training. additionally, it covers an overview of gcp, including key points on cloud computing, gcp domains, and a ferrero use case, emphasizing the benefits of cloud computing and the services provided by gcp.", 'chapters': [{'end': 55.822, 'start': 14.693, 'title': 'Introduction to google cloud platform', 'summary': "Introduces the google cloud platform (gcp) as a suite of cloud computing services running on the same infrastructure as google's end-user products, as part of simply learn's clark computing week, featuring popular frameworks like amazon aws and microsoft azure.", 'duration': 41.129, 'highlights': ["GCP or the Google's Cloud Platform, is a suite of cloud computing services that runs on the same infrastructure that the Google uses internally for its end-user products.", "Simply Learn's Clark Computing Week features popular frameworks like Amazon AWS and Microsoft Azure, and on Day 4 introduces the Google Cloud Platform.", 'All previous sessions of Cloud Computing Week by Simply Learn are available on the official YouTube channel.']}, {'end': 110.617, 'start': 55.822, 'title': 'Introduction to gcp and its concepts', 'summary': 'Introduces the google cloud platform (gcp) and its concepts, including a quick training on azure services, comparison of aws and gcp, gcp web hosting, and google cloud machine learning, concluding with the discussion on the google cloud platform fundamentals certification training.', 'duration': 54.795, 'highlights': ['The chapter covers various topics related to GCP, including a quick training on Azure services, a comparison of AWS and GCP, GCP web hosting, and Google Cloud Machine Learning.', 'The video concludes with a discussion on the Google Cloud Platform Fundamentals Certification Training.', 'The chapter emphasizes the importance of staying updated on technological trends and encourages viewers to subscribe to the YouTube channel for daily updates.']}, {'end': 195.706, 'start': 111.077, 'title': 'Google cloud platform overview', 'summary': 'Covers an overview of google cloud platform, including key points on cloud computing, gcp domains, and a ferrero use case, emphasizing the benefits of cloud computing and the services provided by gcp.', 'duration': 84.629, 'highlights': ['Cloud computing is the use of hardware and software components to deliver a service to a network, accessible from any device with internet access.', 'Google Cloud Platform provides access to various services and resources, including computing, memory, processing power, and storage.', 'The session includes an overview of GCP domains and a use case featuring Ferrero.']}], 'duration': 181.013, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE14693.jpg', 'highlights': ["GCP is a suite of cloud computing services running on Google's infrastructure.", "Simply Learn's Clark Computing Week introduces GCP alongside AWS and Azure.", 'GCP chapter covers Azure training, AWS comparison, web hosting, and machine learning.', 'GCP provides access to computing, memory, processing power, and storage.', 'Cloud computing delivers services accessible from any internet-connected device.']}, {'end': 2233.725, 'segs': [{'end': 1510.116, 'src': 'embed', 'start': 1486.979, 'weight': 8, 'content': [{'end': 1494.704, 'text': "Although it's quite exhaustive content, but then if you follow steadily, then you can learn a lot about Google Cloud.", 'start': 1486.979, 'duration': 7.725}, {'end': 1497.668, 'text': 'Now here, I can just go back.', 'start': 1495.447, 'duration': 2.221}, {'end': 1505.193, 'text': 'So this is just giving you some idea on the different products which are available from Google Cloud.', 'start': 1498.209, 'duration': 6.984}, {'end': 1510.116, 'text': 'looking into different sections, finding right documentation here right?', 'start': 1505.193, 'duration': 4.923}], 'summary': 'Exhaustive content on google cloud, covering various products and documentation.', 'duration': 23.137, 'max_score': 1486.979, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE1486979.jpg'}, {'end': 1646.872, 'src': 'embed', 'start': 1623.33, 'weight': 7, 'content': [{'end': 1631.262, 'text': 'you have memory optimized machine types, you have compute optimized, you have premium images and you can basically look at all the categories.', 'start': 1623.33, 'duration': 7.932}, {'end': 1638.807, 'text': 'You can look at disk pricing, which involves your persistent disk pricing for SSDs or HDDs.', 'start': 1631.302, 'duration': 7.505}, {'end': 1646.872, 'text': 'What are the kind of images? What are the different network services, right? And you can always look at your machine types.', 'start': 1639.347, 'duration': 7.525}], 'summary': 'Google cloud offers various machine types, compute optimized, premium images, and disk pricing options for ssds or hdds.', 'duration': 23.542, 'max_score': 1623.33, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE1623330.jpg'}, {'end': 1733.941, 'src': 'embed', 'start': 1669.893, 'weight': 0, 'content': [{'end': 1671.254, 'text': 'What is the billing module??', 'start': 1669.893, 'duration': 1.361}, {'end': 1673.214, 'text': 'What is the instance uptime??', 'start': 1671.754, 'duration': 1.46}, {'end': 1674.974, 'text': 'What is the resource-based pricing?', 'start': 1673.394, 'duration': 1.58}, {'end': 1682.296, 'text': 'And then you can also look at different kinds of discounts, such as sustained use discounts, committed use discounts,', 'start': 1675.435, 'duration': 6.861}, {'end': 1684.837, 'text': 'discounts from preemptible VM instances.', 'start': 1682.296, 'duration': 2.541}, {'end': 1685.893, 'text': 'And so on.', 'start': 1685.293, 'duration': 0.6}, {'end': 1690.554, 'text': 'And this is how you can be looking at pricing for all different resources.', 'start': 1686.213, 'duration': 4.341}, {'end': 1697.436, 'text': 'And you can choose the resource which you are interested in and then look for the pricing, benchmarks,', 'start': 1691.115, 'duration': 6.321}, {'end': 1704.798, 'text': 'reservations if you would want to use and you would want to benefit, if you would want to look at what are the quotas and limits, and so on.', 'start': 1697.436, 'duration': 7.362}, {'end': 1713.091, 'text': 'So please explore this link and you can find a lot of information when it comes to technical options, looking at different Google Cloud products,', 'start': 1705.307, 'duration': 7.784}, {'end': 1718.834, 'text': 'which we briefly discussed, when it comes to domains and what each product can be used for,', 'start': 1713.091, 'duration': 5.743}, {'end': 1723.976, 'text': 'You can always come back to the main page where I was showing you different services.', 'start': 1719.354, 'duration': 4.622}, {'end': 1733.941, 'text': 'We went into pricing straight away, right? Now you can always come back to this page on your cloud.google.com and then you have your solutions.', 'start': 1724.036, 'duration': 9.905}], 'summary': 'Exploring billing module, resource pricing, and discounts for google cloud products.', 'duration': 64.048, 'max_score': 1669.893, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE1669893.jpg'}, {'end': 1894.963, 'src': 'embed', 'start': 1852.23, 'weight': 1, 'content': [{'end': 1856.571, 'text': 'So you have compute engine which shows you how much percentage of CPU was used.', 'start': 1852.23, 'duration': 4.341}, {'end': 1859.291, 'text': 'You can always go to compute engine as a service.', 'start': 1856.991, 'duration': 2.3}, {'end': 1864.732, 'text': 'You can look at your Google cloud platform status and look at the Google cloud status.', 'start': 1859.731, 'duration': 5.001}, {'end': 1866.113, 'text': 'Now this is billing.', 'start': 1865.172, 'duration': 0.941}, {'end': 1872.974, 'text': 'Now since this shows me the billing period for April month and I can always look at detailed charges.', 'start': 1866.473, 'duration': 6.501}, {'end': 1875.135, 'text': 'I can look at reporting.', 'start': 1873.594, 'duration': 1.541}, {'end': 1878.536, 'text': 'I can look at different APIs which Google offers.', 'start': 1875.295, 'duration': 3.241}, {'end': 1888.839, 'text': 'And for your different kind of work, you can always go to the API overview or the API link and enable or disable any API.', 'start': 1879.256, 'duration': 9.583}, {'end': 1892.922, 'text': 'Now, once you enable or disable any API, then you can use that.', 'start': 1889.099, 'duration': 3.823}, {'end': 1894.963, 'text': 'So you have new section,', 'start': 1893.462, 'duration': 1.501}], 'summary': 'Google cloud platform offers compute engine, billing, reporting, and various apis for users to monitor and manage usage.', 'duration': 42.733, 'max_score': 1852.23, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE1852230.jpg'}, {'end': 2128.759, 'src': 'embed', 'start': 2095.54, 'weight': 3, 'content': [{'end': 2098.884, 'text': 'for which you can see the usage of your different APIs.', 'start': 2095.54, 'duration': 3.344}, {'end': 2102.248, 'text': 'Now going back to the menu, you have support.', 'start': 2099.685, 'duration': 2.563}, {'end': 2109.577, 'text': 'wherein you can always reach out to the Google support team if you are using a paid version.', 'start': 2103.015, 'duration': 6.562}, {'end': 2113.538, 'text': 'Even with free trial, you can try to reach out and you will find someone to help.', 'start': 2109.837, 'duration': 3.701}, {'end': 2118.12, 'text': 'But it is always good when you have a billing cycle reaching out the customer care.', 'start': 2113.679, 'duration': 4.441}, {'end': 2121.374, 'text': 'You have identity access management and admin.', 'start': 2118.752, 'duration': 2.622}, {'end': 2128.759, 'text': "And this is required when you're working with different APIs or services, when you would want to have relevant access.", 'start': 2121.594, 'duration': 7.165}], 'summary': "Google's support includes reaching out to the support team for both paid and free trial versions, with emphasis on contacting customer care during billing cycles.", 'duration': 33.219, 'max_score': 2095.54, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE2095540.jpg'}], 'start': 196.227, 'title': 'Google cloud platform overview', 'summary': 'Covers an overview of google cloud platform, including its benefits, prominent cloud service models, pricing options, services, and a case study of ferrero leveraging bigquery to optimize marketing strategy. it also discusses the setup process, access to resources, usage practicalities, and a variety of apis and services available.', 'chapters': [{'end': 372.61, 'start': 196.227, 'title': 'Introduction to google cloud platform', 'summary': 'Discusses the benefits of cloud computing, the prominent cloud service models, and the popularity of google cloud platform, highlighting its resources and offerings for organizations looking to modernize their infrastructure.', 'duration': 176.383, 'highlights': ['Google Cloud Platform offers automatic software integration, backup and restoring data, unlimited storage capacity, and cost-efficient solutions, making it a popular choice for organizations looking to modernize their infrastructure.', 'Different cloud service models are offered by prominent cloud providers such as Google Cloud, Amazon, Azure, and private clouds using open source open stack.', 'Google Cloud Platform is gaining popularity in the market due to its offerings and is a modernized infrastructure solution for organizations looking for scalability and dynamic businesses.', 'Resources for learning about Google Cloud Platform, including a free trial with access to videos and certification-related content, are available on cloudacademy.com and cloud.google.com.']}, {'end': 812.533, 'start': 372.61, 'title': 'Google cloud platform: pricing, speed, and services', 'summary': 'Discusses the reasons why google cloud platform stands out, including its pricing options, committed use discounts, speed, low latency network infrastructure, and services for big data, machine learning, and compute.', 'duration': 439.923, 'highlights': ['Google Cloud offers a $300 free credit to every new user for practice and exploration.', 'Google Cloud provides committed use discounts of up to 57% off regular prices for specific CPU cores and memory for one or three years commitment.', "Google Cloud's cable system provides speeds up to 10 terabytes, enhancing performance and customer satisfaction.", "Google Cloud offers a low latency network infrastructure, using the same infrastructure as Google's popular services like Google Search and YouTube.", 'Google Cloud provides innovative tools for cloud warehousing, such as BigQuery, and real-time data processing tools like Dataflow for big data and machine learning.']}, {'end': 1193.454, 'start': 812.973, 'title': 'Google cloud platform services overview', 'summary': 'Discusses the various services offered by google cloud platform, including networking, big data, developer tools, identity and security, iot, ai, api platform, and presents a use case of ferrero leveraging bigquery to analyze consumer behavior and optimize marketing strategy.', 'duration': 380.481, 'highlights': ["Ferrero leveraged Google Cloud's BigQuery for hyper-fast and efficient data analysis, enabling storage and analysis of massive data sets at no cost for up to one terabyte, resulting in the ability to automate consumer behavior and sales pattern data reports for a more accurate user profiling.", 'Google Cloud Platform offers a wide range of services including networking, big data, developer tools, identity and security, IoT, AI, and API platform, catering to diverse needs such as load balancing, processing big data, application development, security services, IoT device management, artificial intelligence, and API management.', "The chapter also outlines various specific services under each domain, such as VPC, cloud load balancing, big query, cloud composer, cloud IAM, cloud IoT core, cloud AutoML, Maps Platform, API Monetization, and Cloud Endpoints, demonstrating the comprehensive coverage of Google Cloud Platform's offerings."]}, {'end': 1528.59, 'start': 1194.154, 'title': 'Google cloud services overview', 'summary': 'Discusses how ferrero utilized google cloud platform for personalized marketing strategies, and provides an overview of the various services and features offered by google cloud, including quick starts, documentation, featured products, and pricing options.', 'duration': 334.436, 'highlights': ['Ferrero personalized marketing strategies with Google Cloud Platform for cost-effective media buy strategy.', 'Google Cloud offers quick start tutorials, trainings, certifications, and documentation for various services.', 'Overview of featured products including Compute Engine, Cloud Run, Anthos, Vision AI, Cloud Storage, Cloud SQL, BigQuery, and AI/machine learning related products.', 'Explanation of platform accelerators and infrastructure modernization solutions for on-premise to cloud migration.', 'Detailed insights into how-to guides and deep understanding of different concepts for working with Google Cloud services.']}, {'end': 1894.963, 'start': 1528.971, 'title': 'Google cloud platform overview', 'summary': 'Provides an overview of google cloud platform, highlighting the setup process, access to resources via gui and cloud shell, detailed pricing information for various services, and the practical aspects of project creation and usage.', 'duration': 365.992, 'highlights': ["The chapter discusses the setup process for Google Cloud SDK on a Windows machine, including access to resources via GUI and Cloud Shell, providing a practical demonstration of the platform's usability.", 'The detailed pricing information for various services is covered, including specific details on compute engine pricing, VM instance pricing, networking pricing, GPU-based pricing, and different machine types, offering comprehensive insights into cost considerations for different resources.', 'The practical aspects of project creation and management are explained, including the default project creation, project dedication for different resources, and the graphical representation of service usage, providing practical guidance for users to navigate and utilize the platform effectively.', 'The chapter emphasizes the availability of in-depth tutorials, pricing information, and different product solutions, highlighting the extensive resources and options available for users to explore and utilize within the Google Cloud Platform ecosystem.', 'The process of creating a free account on Google Cloud Platform and accessing the Google Cloud console is demonstrated, including a practical example of credit and project management, providing a hands-on understanding of account setup and navigation within the platform.']}, {'end': 2233.725, 'start': 1894.963, 'title': 'Google cloud platform overview', 'summary': 'Provides an overview of using google cloud platform, including enabling apis, monitoring activity, navigating the dashboard, and accessing various services, with a focus on the variety of apis and services available, such as compute engine, bigquery, cloud data proc, and networking-related services.', 'duration': 338.762, 'highlights': ['Enabling APIs and services through the dashboard, including activity monitoring and navigating the dashboard, with a focus on Compute Engine, BigQuery, Cloud Data Proc, and networking-related services.', 'Accessing a variety of APIs and services for Compute Engine, BigQuery, Cloud Data Proc, networking, storage, and operations, detailing services like App Engine, Compute Engine, Kubernetes, Cloud Functions, Cloud Run, Big Table, Datastore, Firestore, Cloud SQL, Spanner, and more.', "Overview of available tools and services, including cloud build, cloud tasks, container registry, deployment manager, and big data-specific services like Dataproc and PubSub, with a mention of Kafka's origin from PubSub.", 'Explanation of specific APIs such as Dataproc for managing Hadoop clusters and jobs on Google Cloud Platform, highlighting the ability to spin up clusters on-demand and the importance of enabling admin APIs for each service.']}], 'duration': 2037.498, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE196227.jpg', 'highlights': ['Google Cloud Platform offers automatic software integration, backup and restoring data, unlimited storage capacity, and cost-efficient solutions, making it a popular choice for organizations looking to modernize their infrastructure.', "Ferrero leveraged Google Cloud's BigQuery for hyper-fast and efficient data analysis, enabling storage and analysis of massive data sets at no cost for up to one terabyte, resulting in the ability to automate consumer behavior and sales pattern data reports for a more accurate user profiling.", 'Google Cloud Platform offers a wide range of services including networking, big data, developer tools, identity and security, IoT, AI, and API platform, catering to diverse needs such as load balancing, processing big data, application development, security services, IoT device management, artificial intelligence, and API management.', "The chapter discusses the setup process for Google Cloud SDK on a Windows machine, including access to resources via GUI and Cloud Shell, providing a practical demonstration of the platform's usability.", 'Google Cloud offers committed use discounts of up to 57% off regular prices for specific CPU cores and memory for one or three years commitment.', 'Google Cloud provides innovative tools for cloud warehousing, such as BigQuery, and real-time data processing tools like Dataflow for big data and machine learning.', 'The detailed pricing information for various services is covered, including specific details on compute engine pricing, VM instance pricing, networking pricing, GPU-based pricing, and different machine types, offering comprehensive insights into cost considerations for different resources.', 'Google Cloud offers a $300 free credit to every new user for practice and exploration.', 'Different cloud service models are offered by prominent cloud providers such as Google Cloud, Amazon, Azure, and private clouds using open source open stack.', 'The chapter emphasizes the availability of in-depth tutorials, pricing information, and different product solutions, highlighting the extensive resources and options available for users to explore and utilize within the Google Cloud Platform ecosystem.']}, {'end': 4189.124, 'segs': [{'end': 2866.105, 'src': 'embed', 'start': 2835.014, 'weight': 3, 'content': [{'end': 2839.197, 'text': 'Now this one we can scroll down and here it says machine configurations.', 'start': 2835.014, 'duration': 4.183}, {'end': 2840.918, 'text': 'You have general purpose machines.', 'start': 2839.237, 'duration': 1.681}, {'end': 2844.94, 'text': 'You have memory optimized machines, which is M1 series,', 'start': 2840.998, 'duration': 3.942}, {'end': 2851.324, 'text': 'and you can always go back to the Google Cloud page and see what a particular kind of machine specializes in.', 'start': 2844.94, 'duration': 6.384}, {'end': 2856.248, 'text': 'So I would click on general purpose and in general purpose you have different categories.', 'start': 2851.745, 'duration': 4.503}, {'end': 2866.105, 'text': 'So you have n1, which is powered by intel sky lake cpu platform, or you have e2, which is cpu platform selected selection based on availability.', 'start': 2856.308, 'duration': 9.797}], 'summary': 'Google cloud offers general purpose and memory optimized machines, such as the m1 series, with different cpu platforms like intel sky lake and e2.', 'duration': 31.091, 'max_score': 2835.014, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE2835014.jpg'}, {'end': 3465.819, 'src': 'embed', 'start': 3436.073, 'weight': 0, 'content': [{'end': 3441.675, 'text': 'Now this could be because we have not enabled your SSH access.', 'start': 3436.073, 'duration': 5.602}, {'end': 3442.656, 'text': "So let's look at that.", 'start': 3441.715, 'duration': 0.941}, {'end': 3447.218, 'text': "So now let's see if we were trying to connect using PuTTY.", 'start': 3443.176, 'duration': 4.042}, {'end': 3454.561, 'text': 'What was the issue here? So if I go back to my PuTTY, select my instance, load it.', 'start': 3447.418, 'duration': 7.143}, {'end': 3456.851, 'text': 'It says port 22.', 'start': 3455.109, 'duration': 1.742}, {'end': 3459.093, 'text': "I'm giving the username, which is Ubuntu.", 'start': 3456.851, 'duration': 2.242}, {'end': 3459.934, 'text': 'Oh, sorry.', 'start': 3459.113, 'duration': 0.821}, {'end': 3462.456, 'text': "That's the wrong username we gave.", 'start': 3460.314, 'duration': 2.142}, {'end': 3465.819, 'text': 'And that might be the reason we had set up the user as SDU.', 'start': 3462.476, 'duration': 3.343}], 'summary': 'Troubleshooting ssh issue with incorrect username and port 22', 'duration': 29.746, 'max_score': 3436.073, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE3436073.jpg'}, {'end': 3649.162, 'src': 'embed', 'start': 3601.76, 'weight': 2, 'content': [{'end': 3610.127, 'text': 'OK, I can say what if you would want to turn on the firewall logs, you can basically say what is the kind of traffic.', 'start': 3601.76, 'duration': 8.367}, {'end': 3612.289, 'text': 'So ingress applies to incoming traffic.', 'start': 3610.147, 'duration': 2.142}, {'end': 3619.653, 'text': 'and egress applies to outgoing traffic and you can then basically choose what are the IP ranges,', 'start': 3612.89, 'duration': 6.763}, {'end': 3624.095, 'text': 'from where you want that connection to be coming in or to going out.', 'start': 3619.653, 'duration': 4.442}, {'end': 3632.399, 'text': 'you can choose a particular protocol, you can give a protocol here with comma separated values and you can create a firewall rule.', 'start': 3624.095, 'duration': 8.304}, {'end': 3637.701, 'text': 'so this might be required depending on the services which you are running,', 'start': 3632.399, 'duration': 5.302}, {'end': 3646.062, 'text': 'wherein you might want to enable your access to your machine from an external service or to an external service.', 'start': 3637.701, 'duration': 8.361}, {'end': 3649.162, 'text': 'so you can always go to network details from here.', 'start': 3646.062, 'duration': 3.1}], 'summary': 'Configuring firewall logs to specify traffic, ip ranges, and protocols for incoming and outgoing connections.', 'duration': 47.402, 'max_score': 3601.76, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE3601760.jpg'}, {'end': 3863.01, 'src': 'embed', 'start': 3831.753, 'weight': 1, 'content': [{'end': 3838.076, 'text': 'So this is a quick demo of using your Compute Engine service provided by Google Cloud,', 'start': 3831.753, 'duration': 6.323}, {'end': 3846.281, 'text': 'wherein you can create VM instances and use those VM instances for your application installation for any other purpose.', 'start': 3838.076, 'duration': 8.205}, {'end': 3855.047, 'text': 'now that we have seen how you use your cloud console to create an instance and also clean it up,', 'start': 3847.145, 'duration': 7.902}, {'end': 3863.01, 'text': "let's also understand how you can do using your command line options and let's see what it takes,", 'start': 3855.047, 'duration': 7.963}], 'summary': 'Demo of creating vm instances on google cloud using compute engine service and command line options.', 'duration': 31.257, 'max_score': 3831.753, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE3831753.jpg'}], 'start': 2233.965, 'title': 'Managing google cloud instances', 'summary': 'Covers various google cloud platform services such as iot core, bigquery, and ai, emphasizing the use of cloud shell. it also explains creating gcp instances from the console and command line, connecting to vm instances via ssh, and managing instances, including ssh connectivity and firewall rule configuration.', 'chapters': [{'end': 2396.396, 'start': 2233.965, 'title': 'Google cloud platform services', 'summary': 'Highlights the various services offered by google cloud platform, including iot core, bigquery, and artificial intelligence, and explains how to access and utilize them via the console and command line, with a focus on setting up and using the cloud shell for efficient management.', 'duration': 162.431, 'highlights': ['The chapter emphasizes the range of services provided by Google Cloud Platform, such as IoT Core, BigQuery, and artificial intelligence related services, offering a diverse array of solutions.', 'It demonstrates the utilization of the Cloud Shell for managing Google Cloud Platform, allowing access to a cloud shell from the console and setting up the Cloud SDK on a Windows machine, enabling command line usage and access to documentation.', 'The chapter explains the process of accessing and utilizing Google Cloud Platform services through the console and command line, emphasizing the flexibility to choose between the two methods based on individual preferences and the level of expertise.']}, {'end': 3006.601, 'start': 2396.797, 'title': 'Creating gcp instances from console and command line', 'summary': 'Covers the process of creating google cloud platform (gcp) instances using the gcp console and cloud shell, highlighting the options and configurations available, including the ability to deploy docker containers and manage storage and networking. it also emphasizes the importance of using the console initially and gradually transitioning to command line operations as one gains experience.', 'duration': 609.804, 'highlights': ['The process of creating GCP instances using the GCP Console and Cloud Shell, emphasizing the importance of using the console initially and transitioning to command line operations as one gains experience.', 'Options and configurations available for creating GCP instances, including the ability to deploy Docker containers, manage storage space, and set up networking, with the option to use public images or custom images from existing systems.', 'The significance of organizing resources using labels and the potential availability of a free trial account for new users, along with the verification process involving credit card details.', 'The detailed configuration options when creating GCP instances, such as selecting regions, availability zones, machine types, and disk types, with considerations for resource allocation and access scopes.']}, {'end': 3321.064, 'start': 3006.601, 'title': 'Connecting to vm instance via ssh', 'summary': "Discusses the process of enabling connectivity to a vm instance by creating private and public keys using puttygen, connecting to the instance using ssh without a password, and accessing and managing the instance's files and packages.", 'duration': 314.463, 'highlights': ['The process of creating private and public keys using PuttyGen to enable connectivity to a VM instance via SSH without a password, including generating keys, saving private key as a .ppk file, and providing public key in the Google Cloud console.', "Accessing and managing the VM instance's files and packages using SSH, including connecting to the instance without a password, examining available disk space, and installing packages like vim, wget, and open ssh.", 'Demonstrating the ease of connecting to the Ubuntu 18 instance using SSH, accessing the instance within a few seconds, and performing tasks like examining the disk space and installing packages without encountering any issues.']}, {'end': 4189.124, 'start': 3321.064, 'title': 'Managing google cloud instances', 'summary': 'Provides a detailed guide on creating, managing, and connecting to google cloud instances, including steps for ssh connectivity, firewall rule configuration, and instance cleanup, as well as insights into the use of the gcloud command line tool.', 'duration': 868.06, 'highlights': ['The instance details include the instance ID, machine type, reservation specifics, CPU platform, and zone, providing comprehensive information for efficient instance management.', 'The process of connecting to an instance via an external SSH client, such as Putty, is outlined, including steps for authentication and accessing the host machine, showcasing the flexibility of SSH connectivity.', 'The guide delves into network details, specifically addressing firewall rules, their customization, and the option to apply these rules to instances, highlighting the importance of network security and flexible access control.', 'The chapter emphasizes the importance of cleanup and efficient resource utilization, providing insights into stopping, resetting, and deleting instances, optimizing the use of free trial credits and overall cloud resources.', 'The usage of the gcloud command line tool is detailed, demonstrating its functionality in managing Compute Engine resources and providing a user-friendly alternative to using the Compute Engine API.']}], 'duration': 1955.159, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE2233965.jpg', 'highlights': ['The chapter emphasizes the range of services provided by Google Cloud Platform, such as IoT Core, BigQuery, and AI related services, offering a diverse array of solutions.', 'The process of creating private and public keys using PuttyGen to enable connectivity to a VM instance via SSH without a password, including generating keys, saving private key as a .ppk file, and providing public key in the Google Cloud console.', 'The process of creating GCP instances using the GCP Console and Cloud Shell, emphasizing the importance of using the console initially and transitioning to command line operations as one gains experience.', 'The instance details include the instance ID, machine type, reservation specifics, CPU platform, and zone, providing comprehensive information for efficient instance management.', 'The process of accessing and utilizing Google Cloud Platform services through the console and command line, emphasizing the flexibility to choose between the two methods based on individual preferences and the level of expertise.']}, {'end': 6183.877, 'segs': [{'end': 5126.095, 'src': 'embed', 'start': 5098.892, 'weight': 0, 'content': [{'end': 5104.414, 'text': 'So what are the different roles which have access to this? So it says storage legacy bucket owner.', 'start': 5098.892, 'duration': 5.522}, {'end': 5108.095, 'text': 'There are two owners based on this particular project.', 'start': 5104.934, 'duration': 3.161}, {'end': 5112.496, 'text': 'So these are auto-controlled, but then you can add or remove machines.', 'start': 5108.115, 'duration': 4.381}, {'end': 5118.438, 'text': 'You can save storage costs by adding a lifecycle rule to delete objects after the duration of.', 'start': 5113.056, 'duration': 5.382}, {'end': 5120.492, 'text': 'current retention policy.', 'start': 5118.991, 'duration': 1.501}, {'end': 5126.095, 'text': 'so you can add different policies and you can basically control your bucket.', 'start': 5120.492, 'duration': 5.603}], 'summary': 'Two owners with access to storage legacy bucket, can save costs with lifecycle rule.', 'duration': 27.203, 'max_score': 5098.892, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE5098892.jpg'}, {'end': 5319.392, 'src': 'embed', 'start': 5293.105, 'weight': 5, 'content': [{'end': 5301.829, 'text': 'I can click on this one and now I can upload my data specifically to this particular folder by using the same mechanism.', 'start': 5293.105, 'duration': 8.724}, {'end': 5303.829, 'text': 'You can just do upload file.', 'start': 5302.289, 'duration': 1.54}, {'end': 5305.71, 'text': "Let's choose air passengers.", 'start': 5303.889, 'duration': 1.821}, {'end': 5309.372, 'text': "Let's do a open and my file will be uploaded.", 'start': 5306.371, 'duration': 3.001}, {'end': 5315.93, 'text': 'So you can always choose what is the retention expiry date for this one.', 'start': 5310.487, 'duration': 5.443}, {'end': 5317.371, 'text': 'So as of now, there is nothing.', 'start': 5316.07, 'duration': 1.301}, {'end': 5319.392, 'text': 'Right But you can be deleted.', 'start': 5317.391, 'duration': 2.001}], 'summary': 'Uploading data to a specific folder and setting retention expiry date.', 'duration': 26.287, 'max_score': 5293.105, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE5293105.jpg'}, {'end': 6030.356, 'src': 'embed', 'start': 5997.114, 'weight': 8, 'content': [{'end': 6004.019, 'text': 'So first wave of trend which brought storage cloud computing was what we call as colo that is colocation.', 'start': 5997.114, 'duration': 6.905}, {'end': 6018.87, 'text': 'IT shops that have been using or managing huge amount of data from decades basically wanted to build their infrastructures to handle their business needs.', 'start': 6004.88, 'duration': 13.99}, {'end': 6030.356, 'text': 'now, instead of building costlier data centers, they would rent space or share facilities, and this was being done by organizations even in past.', 'start': 6018.87, 'duration': 11.486}], 'summary': 'Colocation trend enabled it shops to save costs by renting space for data centers.', 'duration': 33.242, 'max_score': 5997.114, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE5997114.jpg'}, {'end': 6071.925, 'src': 'embed', 'start': 6041.222, 'weight': 4, 'content': [{'end': 6051.114, 'text': 'later organizations started thinking of virtualization, so that was again user configured, but provider managed and maintained.', 'start': 6041.222, 'duration': 9.892}, {'end': 6057.698, 'text': 'so components of a virtualized data center matched that of a physical data center,', 'start': 6051.114, 'duration': 6.584}, {'end': 6064.023, 'text': 'and organizations would have virtual devices separately managed from underlying devices.', 'start': 6057.698, 'duration': 6.325}, {'end': 6071.925, 'text': 'then later came container based architectures or basically automated services.', 'start': 6065.043, 'duration': 6.882}], 'summary': 'Organizations adopted virtualization, leading to separate management of virtual and underlying devices, and later transitioned to container-based architectures.', 'duration': 30.703, 'max_score': 6041.222, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE6041222.jpg'}, {'end': 6155.396, 'src': 'embed', 'start': 6127.03, 'weight': 3, 'content': [{'end': 6136.579, 'text': 'or organizations which are partnering with these main cloud providers, thus offering cloud services to their customers.', 'start': 6127.03, 'duration': 9.549}, {'end': 6143.825, 'text': 'when we talk about why google cloud platform, there are various reasons why someone would choose google cloud platform.', 'start': 6136.579, 'duration': 7.246}, {'end': 6147.974, 'text': 'GCP has better pricing compared to its competitors.', 'start': 6144.793, 'duration': 3.181}, {'end': 6155.396, 'text': 'When it comes to speed and performance, it is very fast and increases the performance of the project.', 'start': 6149.254, 'duration': 6.142}], 'summary': 'Google cloud platform offers better pricing and fast performance, attracting partner organizations.', 'duration': 28.366, 'max_score': 6127.03, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE6127030.jpg'}], 'start': 4189.124, 'title': 'Google cloud platform & cloud computing', 'summary': 'Provides an overview of google cloud platform (gcp) and cloud computing, including benefits, use cases, and a company case study, showcasing how cloud computing helped solve issues like low memory space and high website traffic.', 'chapters': [{'end': 4511.603, 'start': 4189.124, 'title': 'Setting default region and zone in google cloud', 'summary': 'Discusses setting default region and zone in google cloud using gcloud commands, including specifying metadata for default region and zone, reinitializing configuration, and listing compute instances.', 'duration': 322.479, 'highlights': ['Setting default region and zone using gcloud commands, including specifying metadata for default region and zone.', "Reinitializing configuration from cloud shell using 'gcloud init' command.", "Listing available compute instances using 'gcloud compute instances list' command."]}, {'end': 4941.552, 'start': 4511.603, 'title': 'Google cloud: creating instances and using storage', 'summary': "Demonstrates how to create instances in google cloud using commands from the cloud shell, including options to create, stop, and delete instances, and also explains how to use google cloud's storage service to create a bucket with options for different storage classes and regions.", 'duration': 429.949, 'highlights': ['The chapter covers creating, stopping, and deleting instances using commands from the Cloud Shell, with options to create, stop, and delete instances, demonstrating the ease of use of these commands.', 'It explains the process of creating a bucket in Google Cloud storage using the Cloud Console, including the options for different storage classes and regions, providing insights into the best practices for choosing storage options based on use case and geographical regions.', 'The demonstration includes using gsutil command from the Cloud Shell to create buckets and work with data from the command line, showcasing the flexibility and options available for managing data in Google Cloud storage.']}, {'end': 5235.531, 'start': 4942.052, 'title': 'Cloud storage management', 'summary': 'Discusses managing cloud storage, including options for storage classes, access control, permissions, and data upload, with an emphasis on providing detailed instructions for creating and managing a storage bucket.', 'duration': 293.479, 'highlights': ['The different storage classes include standard, cold line, and cold storage, suitable for varying data access frequencies.', 'Access to objects can be controlled through object level permissions or uniform access to all objects in the bucket using only bucket level permissions.', 'Advanced settings allow for configuration setup, retention policy specification, and access control for individual objects and bucket users.', 'Permissions can be managed for bucket users and specific members, including roles such as storage admin, object admin, and object viewer, offering granular control over access to the storage.', 'Options for data management include uploading files, editing permissions, exporting to cloud pub sub, processing with cloud functions, and scanning with cloud data loss prevention, providing a comprehensive suite of data handling capabilities.']}, {'end': 5517.901, 'start': 5235.991, 'title': 'Google cloud storage basics', 'summary': 'Covers the basics of using google cloud storage, including uploading, downloading, creating folders, setting retention expiry dates, and transferring data between on-premise and google cloud, with examples of using gsutil commands and cloud console operations.', 'duration': 281.91, 'highlights': ["I can upload my data specifically to a particular folder by using the same mechanism, such as uploading a file 'air passengers' to a folder named 'immediate data'.", "You can create a bucket using gsutil command 'gsutil mb', and then upload data from the internet using 'gsutil copy' command, and copy objects from the bucket to the local machine using commands.", "You can list the contents of a bucket using 'gsutil ls gs://', allowing you to view the folders and files within the bucket."]}, {'end': 5819.762, 'start': 5517.901, 'title': 'Google cloud platform & cloud computing', 'summary': "Provides an overview of google cloud platform (gcp) and cloud computing, including its benefits, use cases, and comparison with other cloud providers, and highlights the case of nina's company, showcasing how cloud computing helped solve issues like low memory space and high website traffic.", 'duration': 301.861, 'highlights': ["Nina's company faced challenges like low memory space, high website traffic, and fewer servers, which were solved by using cloud computing, allowing her to scale memory space, implement load balancing, and buy servers at lower prices.", 'Cloud computing offers benefits such as access to reliable resources, unlimited storage, automatic software integration, and cost-efficient infrastructure modernization for organizations.', 'GCP tutorial covers topics like creating buckets, uploading data, using gsutil tools, and leveraging cloud storage for easy access on Google Cloud Platform.']}, {'end': 5996.554, 'start': 5820.802, 'title': 'Cloud computing benefits', 'summary': 'Explains how cloud computing offers on-demand self-service, broad network access, resource pooling, rapid elasticity, and measured services, providing users with scalable and cost-effective resources for their dynamic business needs.', 'duration': 175.752, 'highlights': ['Cloud computing offers on-demand self-service, allowing users to access computing resources, memory resources, storage, and network on a pay-as-you-go basis with minimal human intervention.', 'Cloud computing provides broad network access across geographical regions or availability zones, enabling users to access resources from multiple sites within a region.', 'Cloud providers offer resource pooling, creating a shared pool of resources that can be accessed by customers at a lower cost, while also providing dedicated resources for customers who prefer not to share.', 'Cloud computing solutions include rapid elasticity, allowing users to rapidly scale up or down based on demand, making it suitable for dynamic business needs like handling sudden increases in user traffic for a new game launch.', 'Measured services in cloud computing follow a pay-as-you-go model, enabling users to pay only for the resources they use or reserve, making it a compelling and cost-effective solution for organizations with varying resource needs.']}, {'end': 6183.877, 'start': 5997.114, 'title': 'Evolution of cloud computing', 'summary': 'Discusses the evolution of cloud computing from colocation to virtualization, and the benefits and major providers of cloud services, with a focus on the advantages of google cloud platform related to pricing, speed, performance, live migration of apps, and solutions for big data, ai, and machine learning.', 'duration': 186.763, 'highlights': ['Google Cloud Platform (GCP) has better pricing compared to its competitors, increasing the performance of the project.', 'GCP provides live migration of apps, a feature not offered by its competitors.', 'The chapter discusses the evolution of cloud computing from colocation to virtualization, and the benefits and major providers of cloud services, with a focus on the advantages of Google Cloud Platform.', 'Various reasons why an organization would integrate with or benefit from using cloud services are discussed, emphasizing the instant benefits of modernizing infrastructure.', "Famous cloud providers such as Amazon Web Services, Microsoft's Azure, Oracle's cloud, SAP's cloud solutions, and Google Cloud Platform are mentioned, along with the presence of other small players providing different cloud-based services."]}], 'duration': 1994.753, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE4189124.jpg', 'highlights': ['Cloud computing offers on-demand self-service, allowing users to access computing resources, memory resources, storage, and network on a pay-as-you-go basis with minimal human intervention.', 'Measured services in cloud computing follow a pay-as-you-go model, enabling users to pay only for the resources they use or reserve, making it a compelling and cost-effective solution for organizations with varying resource needs.', 'Cloud computing solutions include rapid elasticity, allowing users to rapidly scale up or down based on demand, making it suitable for dynamic business needs like handling sudden increases in user traffic for a new game launch.', 'Cloud computing provides broad network access across geographical regions or availability zones, enabling users to access resources from multiple sites within a region.', 'GCP tutorial covers topics like creating buckets, uploading data, using gsutil tools, and leveraging cloud storage for easy access on Google Cloud Platform.', 'Google Cloud Platform (GCP) has better pricing compared to its competitors, increasing the performance of the project.', 'The different storage classes include standard, cold line, and cold storage, suitable for varying data access frequencies.', 'Access to objects can be controlled through object level permissions or uniform access to all objects in the bucket using only bucket level permissions.', 'Options for data management include uploading files, editing permissions, exporting to cloud pub sub, processing with cloud functions, and scanning with cloud data loss prevention, providing a comprehensive suite of data handling capabilities.', "Nina's company faced challenges like low memory space, high website traffic, and fewer servers, which were solved by using cloud computing, allowing her to scale memory space, implement load balancing, and buy servers at lower prices."]}, {'end': 6902.021, 'segs': [{'end': 6382.412, 'src': 'embed', 'start': 6354.136, 'weight': 5, 'content': [{'end': 6360.489, 'text': 'when we talk about Google, It has 110 plus edge points of presence in more than 200 countries.', 'start': 6354.136, 'duration': 6.353}, {'end': 6367.094, 'text': 'And when we talk about edge caching, edge caching platform at periphery of their network.', 'start': 6361.09, 'duration': 6.004}, {'end': 6372.698, 'text': 'So this is what defines the physical infrastructure of Google.', 'start': 6367.775, 'duration': 4.923}, {'end': 6376.381, 'text': 'Now there is much more to it rather than just these four points.', 'start': 6372.978, 'duration': 3.403}, {'end': 6382.412, 'text': 'When we talk about abstract infrastructure that is divided in global regions and zones.', 'start': 6377.008, 'duration': 5.404}], 'summary': 'Google has 110+ edge points of presence in 200+ countries, with abstract infrastructure divided into global regions and zones.', 'duration': 28.276, 'max_score': 6354.136, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE6354136.jpg'}, {'end': 6677.808, 'src': 'embed', 'start': 6656.659, 'weight': 0, 'content': [{'end': 6667.204, 'text': 'You have, when we talk about your GCP VM instances, just to expand on that, you have general purpose instances, which we call as N2,', 'start': 6656.659, 'duration': 10.545}, {'end': 6670.085, 'text': 'which provide a balance between price and performance.', 'start': 6667.204, 'duration': 2.881}, {'end': 6677.808, 'text': 'And they are well suited for most workloads, including line of business applications, web servers, and databases.', 'start': 6670.525, 'duration': 7.283}], 'summary': 'Gcp offers n2 general purpose instances for a balanced price-performance, suitable for various workloads.', 'duration': 21.149, 'max_score': 6656.659, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE6656659.jpg'}, {'end': 6856.496, 'src': 'embed', 'start': 6828.603, 'weight': 4, 'content': [{'end': 6836.427, 'text': "and when we talk about sole tenant nodes, these are usually good when you are dealing with or when you're working with your applications,", 'start': 6828.603, 'duration': 7.824}, {'end': 6840.169, 'text': 'which we call as bring your own license applications.', 'start': 6836.427, 'duration': 3.742}, {'end': 6848.673, 'text': 'so sole tenant nodes give you access to same machine types and virtual machine config options as regular compute instances.', 'start': 6840.169, 'duration': 8.504}, {'end': 6856.496, 'text': 'So there are different options which Google Cloud offers when it comes to these instances which we are talking about.', 'start': 6849.534, 'duration': 6.962}], 'summary': 'Sole tenant nodes provide access to same machine types and virtual machine config options as regular compute instances for bring your own license applications.', 'duration': 27.893, 'max_score': 6828.603, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE6828603.jpg'}], 'start': 6183.877, 'title': 'Benefits and overview of google cloud platform', 'summary': "Discusses the benefits of google cloud platform, such as high productivity, remote work capabilities, quick collaboration, high security, and flexible scalability, enabling reliable resources across geographical regions. it also provides an overview of google cloud platform, including its services, infrastructure, and a comparison with aws and azure, highlighting google's physical and abstract infrastructure, global presence, and features of its compute engine instances.", 'chapters': [{'end': 6246.87, 'start': 6183.877, 'title': 'Benefits of google cloud platform', 'summary': 'Discusses the benefits of google cloud platform, including high productivity, remote work capabilities, quick collaboration, high security, and flexible scalability, enabling organizations to use reliable resources across geographical regions and countries.', 'duration': 62.993, 'highlights': ['Google Cloud Platform offers high productivity, remote work capabilities, and quick collaboration, enhancing efficiency and productivity.', 'It provides high security and allows fewer data to be stored on vulnerable devices, ensuring data protection and integrity.', 'The platform offers reliable resources that can be used across organization, geographical regions, and countries, promoting seamless operations and accessibility.', 'Google Cloud Platform is very flexible, enabling organizations to scale up and down as per demand, leading to cost-effective resource utilization.']}, {'end': 6902.021, 'start': 6246.87, 'title': 'Google cloud platform overview', 'summary': "Provides an overview of google cloud platform, including its services, infrastructure, and a comparison with aws and azure. it discusses the benefits of google's physical and abstract infrastructure, its global presence, and the features of its compute engine instances compared to other cloud providers.", 'duration': 655.151, 'highlights': ['Google Cloud Platform offers a wide range of services including compute-related services, storage and database, networking, big data developer tools, identity and security management, Internet of Things, cloud AI management tools, and data transfer solutions.', 'Google has one of the most powerful physical and abstract infrastructures with extensive data centers, a strong backbone network, and a global meshed redundant backbone network points of presence.', "Google Cloud Platform is available in 200+ countries, surpassing the global presence of Microsoft's Azure and Amazon's AWS.", "Google's Compute Engine delivers configurable virtual machines with access to high performance networking infrastructure and block storage, offering general purpose, workload optimized, and memory optimized instances.", 'Google Cloud offers unique features such as live migration for VMs, preemptible virtual machines for cost efficiency, sole tenant nodes for dedicated use cases, persistent disks, local SSDs, GPU accelerators, and global load balancing.']}], 'duration': 718.144, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE6183877.jpg', 'highlights': ['Google Cloud Platform offers a wide range of services including compute-related services, storage and database, networking, big data developer tools, identity and security management, Internet of Things, cloud AI management tools, and data transfer solutions.', "Google Cloud Platform is available in 200+ countries, surpassing the global presence of Microsoft's Azure and Amazon's AWS.", 'Google has one of the most powerful physical and abstract infrastructures with extensive data centers, a strong backbone network, and a global meshed redundant backbone network points of presence.', 'Google Cloud Platform offers high productivity, remote work capabilities, and quick collaboration, enhancing efficiency and productivity.', 'Google Cloud Platform is very flexible, enabling organizations to scale up and down as per demand, leading to cost-effective resource utilization.', 'Google Cloud Platform offers reliable resources that can be used across organization, geographical regions, and countries, promoting seamless operations and accessibility.', 'Google Cloud Platform offers unique features such as live migration for VMs, preemptible virtual machines for cost efficiency, sole tenant nodes for dedicated use cases, persistent disks, local SSDs, GPU accelerators, and global load balancing.', 'It provides high security and allows fewer data to be stored on vulnerable devices, ensuring data protection and integrity.']}, {'end': 8310.699, 'segs': [{'end': 6975.02, 'src': 'embed', 'start': 6951.485, 'weight': 0, 'content': [{'end': 6959.191, 'text': 'When we talk about Azure, you have something called as functions, which allow users to build applications using serverless,', 'start': 6951.485, 'duration': 7.706}, {'end': 6964.391, 'text': 'simple functions with a programming language of their choice.', 'start': 6959.787, 'duration': 4.604}, {'end': 6971.877, 'text': 'when we talk about google cloud, gcp has cloud functions, which is easiest way to run your code in the cloud,', 'start': 6964.391, 'duration': 7.486}, {'end': 6975.02, 'text': 'and it is highly available and fault tolerant.', 'start': 6971.877, 'duration': 3.143}], 'summary': 'Azure offers serverless functions, while gcp provides highly available cloud functions for running code.', 'duration': 23.535, 'max_score': 6951.485, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE6951485.jpg'}, {'end': 7766.393, 'src': 'embed', 'start': 7739.534, 'weight': 3, 'content': [{'end': 7750.882, 'text': 'connecting CRM and digital data to create a clear view of customer behavior, to make cross-channel marketing performance analysis easy and efficient.', 'start': 7739.534, 'duration': 11.348}, {'end': 7762.45, 'text': "Now for these challenges which Domino's was facing, the solution was using Google Analytics Premium, Google Tag Manager and BigQuery,", 'start': 7751.623, 'duration': 10.827}, {'end': 7766.393, 'text': 'which were used to integrate digital data sources and CRM data.', 'start': 7762.45, 'duration': 3.943}], 'summary': 'Integrating crm and digital data with google tools to analyze customer behavior efficiently.', 'duration': 26.859, 'max_score': 7739.534, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE7739534.jpg'}, {'end': 7890.771, 'src': 'embed', 'start': 7869.92, 'weight': 4, 'content': [{'end': 7879.205, 'text': 'Now here I can log into the console and this hamburger menu on the top left corner, I can click on this one and go into the compute engine section.', 'start': 7869.92, 'duration': 9.285}, {'end': 7886.37, 'text': 'So this is the compute domain which has App Engine, Kubernetes Engine, Cloud Functions and Cloud Run.', 'start': 7879.346, 'duration': 7.024}, {'end': 7890.771, 'text': 'so these are your different services which are offered within the compute domain,', 'start': 7886.63, 'duration': 4.141}], 'summary': 'Logging into console, accessing compute engine with app engine, kubernetes engine, cloud functions, and cloud run services.', 'duration': 20.851, 'max_score': 7869.92, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE7869920.jpg'}, {'end': 8171.055, 'src': 'embed', 'start': 8143.007, 'weight': 2, 'content': [{'end': 8146.888, 'text': 'and here it asks you to choose the boot disk type.', 'start': 8143.007, 'duration': 3.881}, {'end': 8159.251, 'text': 'so that could be standard persistent disk, which is HDDs which are low in performance and you can say low in cost in comparison to SSDs.', 'start': 8146.888, 'duration': 12.363}, {'end': 8165.072, 'text': 'so SSDs give you better performance, but then they are little expensive than using standard persistent disk.', 'start': 8159.251, 'duration': 5.821}, {'end': 8171.055, 'text': 'we can choose this and we can give a disk size, for example 20 gigabyte, and i can click on select.', 'start': 8165.072, 'duration': 5.983}], 'summary': 'Choose between standard persistent disk (hdd) for cost efficiency or ssd for better performance, with ssds being more expensive.', 'duration': 28.048, 'max_score': 8143.007, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE8143007.jpg'}, {'end': 8294.787, 'src': 'embed', 'start': 8268.038, 'weight': 1, 'content': [{'end': 8274.28, 'text': 'Now, by default, this is off and it purely depends on your workload, what you would want to run on these instances.', 'start': 8268.038, 'duration': 6.242}, {'end': 8280.002, 'text': 'I could just go ahead and select preemptible being on that and use this feature of compute.', 'start': 8274.34, 'duration': 5.662}, {'end': 8287.465, 'text': 'You also have on-host maintenance, which talks about what would be happening with this Compute Engine instance.', 'start': 8280.262, 'duration': 7.203}, {'end': 8294.787, 'text': 'So when Compute Engine performs periodic infrastructure maintenance, it can migrate your VM instances to other hardware.', 'start': 8287.785, 'duration': 7.002}], 'summary': 'Preemptible instances can be selected for workload flexibility, with on-host maintenance allowing for vm migration during infrastructure maintenance.', 'duration': 26.749, 'max_score': 8268.038, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE8268038.jpg'}], 'start': 6904.07, 'title': 'Cloud service providers and serverless computing', 'summary': "Covers platform as a service options provided by amazon, azure, and google, including serverless computing with aws lambda, the rise of serverless computing in modern organizations, benefits and features of azure, google cloud, and amazon web services, and successful google cloud platform use case of domino's pizza increasing monthly revenue by six percent using google analytics premium, google tag manager, and google bigquery.", 'chapters': [{'end': 6950.925, 'start': 6904.07, 'title': 'Platform as a service options', 'summary': 'Discusses platform as a service offerings by amazon, azure, and google, including elastic beanstalk, azure cloud service, and google app engine, as well as serverless computing with aws lambda.', 'duration': 46.855, 'highlights': ["Amazon's Elastic Beanstalk is an orchestration service for deploying and maintaining applications.", 'Azure Cloud Service allows writing user application code without concerns about hardware resources.', "Google App Engine is used for building and hosting applications on Google's data centers.", 'AWS Lambda is a serverless compute service that scales automatically when required.']}, {'end': 7611.953, 'start': 6951.485, 'title': 'Serverless computing and cloud service providers', 'summary': 'Discusses the rise of serverless computing in modern organizations, with a focus on azure, google cloud, and amazon web services, highlighting the benefits of serverless computing, the features and advantages of different cloud service providers, and the considerations for infrastructure modernization and application modernization.', 'duration': 660.468, 'highlights': ['Serverless computing is gaining popularity in modern organizations due to its benefits of zero administration, auto-scaling capability, pay-per-use model, and faster time to market solutions.', 'Azure, Google Cloud, and Amazon Web Services offer various advantages including better development operations, strong security profile, cost-effective solutions, better pricing, live migration of virtual machines, improved performance, and redundant backups.', "Different cloud service providers provide object storage solutions, each with its own unique features like Amazon S3's different storage classes, Azure's blob storage with large scalability, and Google Cloud's unified object storage for live or archived data.", 'Limitations and disadvantages of different cloud service providers include technical support fees, network connectivity, downtime, poor management of GUI and tools, and complex pricing schema.']}, {'end': 8310.699, 'start': 7612.474, 'title': 'Google cloud services overview', 'summary': "Highlights the various services offered by google cloud platform including compute, storage, and networking, and discusses a successful use case of domino's pizza increasing monthly revenue by six percent using google analytics premium, google tag manager, and google bigquery.", 'duration': 698.225, 'highlights': ["Domino's Pizza increased monthly revenue by 6% using Google Analytics Premium, Google Tag Manager, and Google BigQuery, resulting in 80% savings in ad serving and operations costs.", 'Google Cloud Platform offers a variety of services including compute, storage, and networking, with specific features and options for virtual machine instances, such as predefined or custom machines and integration with other Google Cloud services like AI and ML.', 'Compute Engine provides scalable, high-performance virtual machines with configurable options, including general purpose, compute optimized, and memory optimized machines, suitable for different workloads like gaming, high-performance computing, and in-memory databases.', 'Users can create instance templates for spinning up different virtual machine instances, with options to choose machine configurations, select boot disk types, and set up preemptible virtual machines for cost savings.', 'Google Cloud Console provides options for managing virtual machine instances, including setting up reservations, providing startup scripts, utilizing preemptible virtual machines for reduced costs, and enabling live migration for VM instances during infrastructure maintenance.']}], 'duration': 1406.629, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE6904070.jpg', 'highlights': ["Domino's Pizza increased monthly revenue by 6% using Google Analytics Premium, Google Tag Manager, and Google BigQuery, resulting in 80% savings in ad serving and operations costs.", 'Serverless computing is gaining popularity in modern organizations due to its benefits of zero administration, auto-scaling capability, pay-per-use model, and faster time to market solutions.', 'AWS Lambda is a serverless compute service that scales automatically when required.', 'Azure, Google Cloud, and Amazon Web Services offer various advantages including better development operations, strong security profile, cost-effective solutions, better pricing, live migration of virtual machines, improved performance, and redundant backups.', 'Google Cloud Platform offers a variety of services including compute, storage, and networking, with specific features and options for virtual machine instances, such as predefined or custom machines and integration with other Google Cloud services like AI and ML.']}, {'end': 9001.826, 'segs': [{'end': 8410.391, 'src': 'embed', 'start': 8374.916, 'weight': 5, 'content': [{'end': 8375.858, 'text': 'we can choose this one.', 'start': 8374.916, 'duration': 0.942}, {'end': 8382.141, 'text': 'We can also look into networking, which basically shows the default setup which goes for auto subnet.', 'start': 8376.298, 'duration': 5.843}, {'end': 8388.543, 'text': 'You can also choose a particular IP if that is required but that would cost more.', 'start': 8382.421, 'duration': 6.122}, {'end': 8394.766, 'text': 'You can click on disks which talk about what do you want to do with the boot disk when the instance is deleted.', 'start': 8388.783, 'duration': 5.983}, {'end': 8397.407, 'text': 'What is the encryption mechanism you would want to use.', 'start': 8395.006, 'duration': 2.401}, {'end': 8400.508, 'text': 'and here, finally, you have security.', 'start': 8398.007, 'duration': 2.501}, {'end': 8410.391, 'text': 'so basically, as i said, you can ssh into instance using the cloud console option and you can also provide a public ssh key.', 'start': 8400.508, 'duration': 9.883}], 'summary': 'Networking options: auto subnet or specific ip. disk & encryption settings. ssh access via cloud console or public key.', 'duration': 35.475, 'max_score': 8374.916, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE8374915.jpg'}, {'end': 8684.25, 'src': 'embed', 'start': 8610.438, 'weight': 1, 'content': [{'end': 8613.16, 'text': 'Now this is what we need to connect to this machine.', 'start': 8610.438, 'duration': 2.722}, {'end': 8617.723, 'text': 'I can also do a SSH from here by doing this and open in a browser window.', 'start': 8613.46, 'duration': 4.263}, {'end': 8618.684, 'text': "Let's click on this.", 'start': 8617.923, 'duration': 0.761}, {'end': 8624.268, 'text': 'So this is an internal way of connecting to your instance using SSH.', 'start': 8619.084, 'duration': 5.184}, {'end': 8625.229, 'text': "Let's wait.", 'start': 8624.768, 'duration': 0.461}, {'end': 8628.57, 'text': 'because it would be transferring the SSH keys to the VM.', 'start': 8625.689, 'duration': 2.881}, {'end': 8631.651, 'text': "It establishes a connection, and I'm connected to my machine.", 'start': 8628.91, 'duration': 2.741}, {'end': 8635.892, 'text': 'What we can easily do is to confirm if we are in the right machine.', 'start': 8631.911, 'duration': 3.981}, {'end': 8639.533, 'text': 'We can just do a LS to look at the file system.', 'start': 8636.172, 'duration': 3.361}, {'end': 8647.876, 'text': 'What we can also do is we can basically log in as root by doing a sudo su, and that allows you to get into the machine as root.', 'start': 8639.953, 'duration': 7.923}, {'end': 8653.358, 'text': 'And from here, I can switch to HDU user, which will have a .', 'start': 8648.096, 'duration': 5.262}, {'end': 8654.738, 'text': 'ssh directory.', 'start': 8653.358, 'duration': 1.38}, {'end': 8658.513, 'text': 'in home and that basically has authorized keys.', 'start': 8655.231, 'duration': 3.282}, {'end': 8668.538, 'text': 'and if we would want to see if this one contains my public key, i can just do a cat dot ssh and then look into authorized keys,', 'start': 8658.513, 'duration': 10.025}, {'end': 8673.661, 'text': 'and this shows me the public key which we had initially added to our instance.', 'start': 8668.538, 'duration': 5.123}, {'end': 8677.283, 'text': 'so this confirms that we are logged into the machine which we created.', 'start': 8673.661, 'duration': 3.622}, {'end': 8682.328, 'text': 'now i can close this And what I can also do is I can copy this public IP.', 'start': 8677.283, 'duration': 5.045}, {'end': 8684.25, 'text': "So let's do a copy to click board.", 'start': 8682.629, 'duration': 1.621}], 'summary': 'Demonstration of connecting to machine through ssh and confirming access by checking file system and authorized keys.', 'duration': 73.812, 'max_score': 8610.438, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE8610438.jpg'}, {'end': 8859.74, 'src': 'embed', 'start': 8807.893, 'weight': 0, 'content': [{'end': 8812.242, 'text': 'So for example, if I just click on create instance and I can look into that.', 'start': 8807.893, 'duration': 4.349}, {'end': 8815.568, 'text': 'So here let the instance name be instance one.', 'start': 8812.662, 'duration': 2.906}, {'end': 8818.211, 'text': 'and what I would be interested in looking at this.', 'start': 8816.01, 'duration': 2.201}, {'end': 8820.853, 'text': 'one which says CPU platform and GPU.', 'start': 8818.211, 'duration': 2.642}, {'end': 8823.634, 'text': 'so CPU platform configuration is permanent.', 'start': 8820.853, 'duration': 2.781}, {'end': 8832.979, 'text': 'you can also do add GPU, so GPUs can be added to accelerate computationally intensive workloads like machine learning, simulation,', 'start': 8823.634, 'duration': 9.345}, {'end': 8836.821, 'text': 'medical analysis and virtual workstation applications.', 'start': 8832.979, 'duration': 3.842}, {'end': 8844.387, 'text': 'so you can add and remove gpus to a vm when your workload changes and pay for gpu only while using.', 'start': 8836.821, 'duration': 7.566}, {'end': 8853.815, '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': 8844.387, 'duration': 9.428}, {'end': 8855.997, 'text': 'so we only pay for the compute time.', 'start': 8853.815, 'duration': 2.182}, {'end': 8859.74, 'text': 'Now there are different savings which are possible.', 'start': 8856.357, 'duration': 3.383}], 'summary': 'Google compute engine offers gpu acceleration for machine learning, simulation, medical analysis, and virtual workstation applications, allowing for flexible addition and removal of gpus to a virtual machine based on workload.', 'duration': 51.847, 'max_score': 8807.893, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE8807893.jpg'}, {'end': 9010.348, 'src': 'embed', 'start': 8977.268, 'weight': 7, 'content': [{'end': 8982.111, 'text': 'if you would be interested in setting up instances from the command line.', 'start': 8977.268, 'duration': 4.843}, {'end': 8989.337, 'text': 'So here I can say gcloud compute and then go for instances.', 'start': 8982.532, 'duration': 6.805}, {'end': 8993.96, 'text': 'And if you do not know the commands, you can just hit enter.', 'start': 8990.017, 'duration': 3.943}, {'end': 8996.462, 'text': 'That will show you all the different options which we have.', 'start': 8994.16, 'duration': 2.302}, {'end': 9001.826, 'text': 'So here we have different options such as list or create or start or update.', 'start': 8996.762, 'duration': 5.064}, {'end': 9010.348, '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': 9002.086, 'duration': 8.262}], 'summary': 'Using gcloud compute, you can list, create, start, and update instances from the command line.', 'duration': 33.08, 'max_score': 8977.268, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE8977268.jpg'}], 'start': 8310.699, 'title': 'Managing and setting up vm instances', 'summary': 'Covers managing vm instances, including migration, termination, and automatic restart, as well as sole tenancy. it also discusses setting up google compute engine instances via the console, covering dedicated tenant nodes, networking configurations, ssh key setup, instance templates, predefined and custom machine types, preemptible vms, durable block storage, gpu accelerators, and savings options like commitment savings, sustained use discounts, and reservations.', 'chapters': [{'end': 8347.322, 'start': 8310.699, 'title': 'Managing vm instances', 'summary': 'Covers managing vm instances, including the options to migrate, terminate, and enable automatic restart, as well as the feature of sole tenancy.', 'duration': 36.623, 'highlights': ['Compute engine can automatically restart VM instances if they are terminated from non-user initiated reasons.', 'Options to migrate, terminate, and enable automatic restart are available in VM instance management.', 'Feature called sole tenancy is also discussed.']}, {'end': 9001.826, 'start': 8347.701, 'title': 'Google compute engine overview', 'summary': 'Discusses setting up a google compute engine instance via the console, covering topics like dedicated tenant nodes, networking configurations, ssh key setup, instance templates, creating and connecting to instances, features of compute engine including predefined machine types, custom machine types, preemptible vms, durable block storage, gpu accelerators, and savings options like commitment savings, sustained use discounts, and reservations.', 'duration': 654.125, 'highlights': ['Google Compute Engine offers predefined machine types, with configurations for every need, including fast compute instances optimized up to 60 virtual CPU cores and large memory optimized instances with up to 11.5 terabytes of RAM.', 'Custom machine types can be tailored to specific needs, leading to significant cost savings.', 'Durable high-performance block storage is available in the form of persistent disks, offering redundancy, integrity, flexibility, and the ability to resize storage without interruption.', 'Options such as GPU accelerators enable the acceleration of computationally intensive workloads like machine learning, simulation, and medical analysis.', 'Savings options include commitment savings of up to 57%, sustained use discounts, and reservations for future resource demands.', 'Setting up instances can be done via the console, Cloud Shell, or Cloud SDK support on local machines, offering flexibility in deployment.', 'Google Compute Engine can be managed and orchestrated through Docker containers or compute engine instances, providing container support for running and deploying Docker images.']}], 'duration': 691.127, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE8310699.jpg', 'highlights': ['Compute engine can automatically restart VM instances if terminated from non-user initiated reasons.', 'Options to migrate, terminate, and enable automatic restart are available in VM instance management.', 'Feature called sole tenancy is also discussed.', 'Google Compute Engine offers predefined machine types, with configurations for every need.', 'Custom machine types can be tailored to specific needs, leading to significant cost savings.', 'Durable high-performance block storage is available in the form of persistent disks.', 'Options such as GPU accelerators enable the acceleration of computationally intensive workloads.', 'Savings options include commitment savings of up to 57%, sustained use discounts, and reservations for future resource demands.', 'Setting up instances can be done via the console, Cloud Shell, or Cloud SDK support on local machines.', 'Google Compute Engine can be managed and orchestrated through Docker containers or compute engine instances.']}, {'end': 9930.901, 'segs': [{'end': 9053.653, 'src': 'embed', 'start': 9025.231, 'weight': 0, 'content': [{'end': 9028.792, 'text': 'so it says instance name is what you need.', 'start': 9025.231, 'duration': 3.561}, {'end': 9034.317, 'text': 'you can choose an accelerator, You can choose the boot disk and various other options.', 'start': 9028.792, 'duration': 5.525}, {'end': 9036.759, 'text': 'So I can just say create.', 'start': 9034.777, 'duration': 1.982}, {'end': 9040.462, 'text': 'And then I can give a name, for example, C2.', 'start': 9037.219, 'duration': 3.243}, {'end': 9049.129, 'text': 'And once I click on this one, it says, did you mean Europe West 4 zone? So it is asking me for the region and the zone.', 'start': 9040.983, 'duration': 8.146}, {'end': 9050.491, 'text': 'And I can say yes.', 'start': 9049.41, 'duration': 1.081}, {'end': 9053.653, 'text': 'And these settings are coming from my default profile.', 'start': 9051.131, 'duration': 2.522}], 'summary': 'Creating a new instance with customizable options and default settings.', 'duration': 28.422, 'max_score': 9025.231, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE9025231.jpg'}, {'end': 9130.376, 'src': 'embed', 'start': 9102.845, 'weight': 2, 'content': [{'end': 9116.05, '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': 9102.845, 'duration': 13.205}, {'end': 9121.592, 'text': "that's again within the storage domain and the services which are offered by google cloud platform.", 'start': 9116.05, 'duration': 5.542}, {'end': 9130.376, 'text': 'Now you can go back to console and here you can click on this one and here you can just scroll down to see what are the different options in storage.', 'start': 9121.812, 'duration': 8.564}], 'summary': 'Learn about storage and databases in gcp.', 'duration': 27.531, 'max_score': 9102.845, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE9102845.jpg'}, {'end': 9207.021, 'src': 'embed', 'start': 9181.152, 'weight': 1, 'content': [{'end': 9185.653, 'text': 'these unique keys are in the form of url, which allows you to access the object.', 'start': 9181.152, 'duration': 4.501}, {'end': 9193.295, 'text': 'so cloud storage is comprised of what we call as buckets, which are used to store and hold your storage objects.', 'start': 9185.653, 'duration': 7.642}, {'end': 9198.676, 'text': 'these storage objects are immutable and every change creates a new version.', 'start': 9193.295, 'duration': 5.381}, {'end': 9207.021, 'text': 'now you can also have control access via iam, that is, identity access management, or via access control list.', 'start': 9198.676, 'duration': 8.345}], 'summary': 'Cloud storage consists of buckets for storing immutable objects accessible via unique urls. access control is managed through iam or acl.', 'duration': 25.869, 'max_score': 9181.152, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE9181152.jpg'}, {'end': 9576.181, 'src': 'embed', 'start': 9552.351, 'weight': 7, 'content': [{'end': 9561.396, 'text': 'that is, you can add different items, you can give different permissions and you can use this google cloud platforms storage service offering.', 'start': 9552.351, 'duration': 9.045}, {'end': 9570.439, 'text': 'now you also have other options, such as big table, and we can go into that by clicking here and click on big table.', 'start': 9561.756, 'duration': 8.683}, {'end': 9576.181, 'text': 'so big table is one of the service which kick-started no sql databases.', 'start': 9570.439, 'duration': 5.742}], 'summary': 'Google cloud platform offers storage services like bigtable for nosql databases.', 'duration': 23.83, 'max_score': 9552.351, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE9552351.jpg'}], 'start': 9002.086, 'title': 'Gcp storage and compute overview', 'summary': "Provides an overview of google cloud platform's compute services and storage services, including object storage, access control, google cloud storage, and google cloud bigtable, discussing features, setup processes, and management options.", 'chapters': [{'end': 9181.152, 'start': 9002.086, 'title': 'Gcp compute and storage overview', 'summary': "Provides an overview of google cloud platform's (gcp) compute services, demonstrating the creation of instances and their management through gcloud commands, and also delves into the storage services offered by gcp, focusing on the popular object storage feature.", 'duration': 179.066, 'highlights': ['The gcloud command line interface allows users to create, manage, and modify instances with commands like list, stop, delete, and describe, providing a convenient way to work with compute services.', 'Google Cloud Platform offers various storage services including big table, data store, fire store, file store, SQL based services, and object storage, with the latter being particularly popular for its versatility in storing different types of data.', 'Object storage within Google Cloud allows for the storage of diverse data types, with each object having a unique key for addressing, providing a flexible and scalable storage solution.']}, {'end': 9376.751, 'start': 9181.152, 'title': 'Object storage and access control in cloud', 'summary': 'Discusses the concept of cloud storage using unique keys in the form of urls, object versioning options, and the process of creating a bucket with location-specific and access control options.', 'duration': 195.599, 'highlights': ['Cloud storage comprises buckets to store and hold immutable storage objects, creating a new version with every change.', 'Object versioning option allows for the creation of a new version of the object every time it is stored if enabled, overriding the old version if disabled.', 'Location-specific bucket options include region-specific, dual region, and multi-region, with varying levels of latency and availability.', 'Storage class options include standard, near line, cold line, and archiving, with varying costs based on data access frequency.', 'Access control options include fine-grained and uniform, allowing additional permissions at bucket or object level using IAM or access control list.']}, {'end': 9604.849, 'start': 9377.231, 'title': 'Google cloud storage overview', 'summary': 'Provides an overview of google cloud storage, including creating a bucket, managing permissions, uploading files, and accessing objects, along with an introduction to bigtable as a nosql database service.', 'duration': 227.618, 'highlights': ['You can create a bucket in Google Cloud Storage and set a retention policy to specify the minimum duration for object protection.', 'You can manage permissions for the bucket, add members, and view different roles, with default permissions already granted.', 'You can upload files into the bucket, create folders, and perform various actions like editing permissions, metadata, copying, moving, and exporting to other services like Cloud Pub Sub.', 'Bigtable is introduced as a NoSQL database service, which was a pioneer in the field of NoSQL databases and addressed the initial problem of web indexes taking too long to build.']}, {'end': 9930.901, 'start': 9605.21, 'title': 'Google cloud bigtable overview', 'summary': 'Discusses the features and setup process of google cloud bigtable, highlighting its scalability, encryption, data access methods, performance metrics, replication guidance, monitoring options, and best use cases.', 'duration': 325.691, 'highlights': ['Google Cloud Bigtable allows for scalability without downtime, handles admin tasks, and encrypts data, offering increased control and security.', 'Data access in Cloud Bigtable is through various service layers such as managed virtual machines, HBase REST servers, and Java services, providing flexibility in data management.', 'During the setup process, users can specify instance name, storage type, region, zone, and the number of nodes, with performance metrics such as reads, writes, scans, and storage being provided to aid decision-making.', 'The replication guidance feature enables data replication across multiple regions for workload isolation and increased data availability and durability, enhancing overall data resilience.', 'Monitoring options in Cloud Bigtable include CPU utilization, system errors, storage utilization, and key visualizer for table exploration, aiding in performance tracking and optimization.', 'Google Cloud Bigtable is recommended for low latency access and data greater than one terabyte, while not suitable for relational database or multi-row transaction use cases, making it ideal for online analytical processing and key value pair storage.']}], 'duration': 928.815, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE9002086.jpg', 'highlights': ['Google Cloud Platform offers various storage services including big table, data store, fire store, file store, SQL based services, and object storage, with the latter being particularly popular for its versatility in storing different types of data.', 'The gcloud command line interface allows users to create, manage, and modify instances with commands like list, stop, delete, and describe, providing a convenient way to work with compute services.', 'Object storage within Google Cloud allows for the storage of diverse data types, with each object having a unique key for addressing, providing a flexible and scalable storage solution.', 'Cloud storage comprises buckets to store and hold immutable storage objects, creating a new version with every change.', 'Bigtable is introduced as a NoSQL database service, which was a pioneer in the field of NoSQL databases and addressed the initial problem of web indexes taking too long to build.', 'Google Cloud Bigtable allows for scalability without downtime, handles admin tasks, and encrypts data, offering increased control and security.', 'During the setup process, users can specify instance name, storage type, region, zone, and the number of nodes, with performance metrics such as reads, writes, scans, and storage being provided to aid decision-making.', 'The replication guidance feature enables data replication across multiple regions for workload isolation and increased data availability and durability, enhancing overall data resilience.']}, {'end': 11218.609, 'segs': [{'end': 10349.572, 'src': 'embed', 'start': 10323.442, 'weight': 0, 'content': [{'end': 10327.926, 'text': 'so if you would want to learn more about your data store, you can just click on this one,', 'start': 10323.442, 'duration': 4.484}, {'end': 10332.785, 'text': 'And that takes you to the complete documentation of native mode and datastore mode.', 'start': 10328.433, 'duration': 4.352}, {'end': 10335.131, 'text': 'What is Firestore in native mode?', 'start': 10333.226, 'duration': 1.905}, {'end': 10336.595, 'text': 'What is in datastore mode?', 'start': 10335.191, 'duration': 1.404}, {'end': 10338.946, 'text': 'what are pricing and locations?', 'start': 10337.045, 'duration': 1.901}, {'end': 10340.987, 'text': 'how you choose a database mode?', 'start': 10338.946, 'duration': 2.041}, {'end': 10342.648, 'text': 'what are the feature comparisons?', 'start': 10340.987, 'duration': 1.661}, {'end': 10349.572, 'text': 'what you can do, what you are allowed to do here, what programming languages can be used, different regions, pricing and so on.', 'start': 10342.648, 'duration': 6.924}], 'summary': 'Learn about firestore in native and datastore modes, including pricing, locations, feature comparisons, and supported programming languages.', 'duration': 26.13, 'max_score': 10323.442, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE10323442.jpg'}, {'end': 10885.275, 'src': 'heatmap', 'start': 10727.812, 'weight': 2, 'content': [{'end': 10734.976, 'text': 'so one terabyte per month is free and after that it costs few cents per gigabyte.', 'start': 10727.812, 'duration': 7.164}, {'end': 10737.698, 'text': 'so this is mainly for high volume customers.', 'start': 10734.976, 'duration': 2.722}, {'end': 10742.141, 'text': 'there is a flat rate by pricing which can be used.', 'start': 10737.698, 'duration': 4.443}, {'end': 10745.864, 'text': 'so when you talk about querying, you can save your query results.', 'start': 10742.141, 'duration': 3.723}, {'end': 10748.666, 'text': 'you can create data set to store the results.', 'start': 10745.864, 'duration': 2.802}, {'end': 10756.432, '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': 10748.666, 'duration': 7.766}, {'end': 10769.123, 'text': 'So when you talk about loading data into BigQuery, you can get the data from Cloud Storage, Google Drive, Cloud Datastore, Stackdriver, Stackdriver,', 'start': 10757.071, 'duration': 12.052}, {'end': 10769.863, 'text': 'other options.', 'start': 10769.123, 'duration': 0.74}, {'end': 10773.687, 'text': 'You have Cloud Bigtable or other web interfaces.', 'start': 10769.944, 'duration': 3.743}, {'end': 10778.031, 'text': 'So you can download from URL such as CSV, JSON, Avro.', 'start': 10773.987, 'duration': 4.044}, {'end': 10785.185, 'text': 'You can create data set, create table, and create from source by doing a file upload.', 'start': 10779.042, 'duration': 6.143}, {'end': 10791.468, 'text': 'So 10 megabyte or less files can be uploaded using web interface.', 'start': 10785.885, 'duration': 5.583}, {'end': 10798.471, 'text': 'As an option, you can also use command line, and then you can start working with your BigQuery.', 'start': 10791.808, 'duration': 6.663}, {'end': 10811.217, 'text': 'so here you can also work with streaming data by basically pushing in streaming data into your BigQuery, which allows you to add one record at a time.', 'start': 10799.271, 'duration': 11.946}, {'end': 10817.62, 'text': 'now you could use something like cloud data flow, which allows you to use a particular pipeline.', 'start': 10811.217, 'duration': 6.403}, {'end': 10820.282, 'text': 'about cloud data flow we will learn later.', 'start': 10817.62, 'duration': 2.662}, {'end': 10831.986, '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': 10820.282, 'duration': 11.704}, {'end': 10835.728, 'text': 'data which suits well in data warehouses.', 'start': 10831.986, 'duration': 3.742}, {'end': 10841.733, 'text': 'now these are some of the storage related services which google cloud offers,', 'start': 10835.728, 'duration': 6.005}, {'end': 10849.999, 'text': 'although we will learn about using bigquery and running or uploading some data by creating add data set here,', 'start': 10841.733, 'duration': 8.266}, {'end': 10856.693, 'text': 'by say creating connection or using a public data set.', 'start': 10850.731, 'duration': 5.962}, {'end': 10858.734, 'text': 'so as of now I have this.', 'start': 10856.693, 'duration': 2.041}, {'end': 10866.836, 'text': 'you can also access the command line to work with this, but we will learn in detail about BigQuery in later sessions.', 'start': 10858.734, 'duration': 8.102}, {'end': 10875.759, 'text': 'now, here you can scroll down and you also have an option within big data space, and that is your data proc.', 'start': 10866.836, 'duration': 8.923}, {'end': 10885.275, 'text': 'so when you talk about data proc, this is again a managed service which allows you to run spark or hadoop jobs,', 'start': 10875.759, 'duration': 9.516}], 'summary': 'Google bigquery offers 1tb free/month, then charges for storage. it supports high-volume customers and various data loading options.', 'duration': 157.463, 'max_score': 10727.812, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE10727812.jpg'}, {'end': 11174.933, 'src': 'embed', 'start': 11129.869, 'weight': 1, 'content': [{'end': 11135.112, 'text': 'If there are any jobs running, what are VM instances, what kind of configurations it has used.', 'start': 11129.869, 'duration': 5.243}, {'end': 11138.074, 'text': 'And you can look at different details here.', 'start': 11135.852, 'duration': 2.222}, {'end': 11139.514, 'text': 'You can look at the logs.', 'start': 11138.354, 'duration': 1.16}, {'end': 11148.287, 'text': 'You can click on jobs and that will show you if you have basically run a job on this, ready to use cluster.', 'start': 11139.935, 'duration': 8.352}, {'end': 11153.349, 'text': 'so it says there is this particular job which was run, which was a spark job.', 'start': 11148.287, 'duration': 5.062}, {'end': 11159.111, 'text': 'you can click on submit and this one tells you what is the job id, what is the region you would choose.', 'start': 11153.349, 'duration': 5.762}, {'end': 11163.763, 'text': 'for example, we will again choose, for example, europe west 4.', 'start': 11159.111, 'duration': 4.652}, {'end': 11165.164, 'text': 'It tells what is the job type.', 'start': 11163.763, 'duration': 1.401}, {'end': 11173.111, 'text': 'So you can run all these type of jobs in this cluster such as Hadoop, Spark, PySpark, Hive, Pig, Presto.', 'start': 11165.404, 'duration': 7.707}, {'end': 11174.933, 'text': 'You can give your jar file.', 'start': 11173.511, 'duration': 1.422}], 'summary': 'The transcript discusses accessing job details and configurations, such as job types (hadoop, spark, pyspark, etc.) and region choices (e.g., europe west 4).', 'duration': 45.064, 'max_score': 11129.869, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE11129869.jpg'}], 'start': 9930.901, 'title': "Google cloud platform's storage services", 'summary': "Provides an overview of google cloud platform's storage services, including bigtable, cloud datastore, and cloud firestore, highlighting their use cases, integration with other gcp services, and cost comparison. it also discusses google cloud's storage options, key features, capabilities, and pricing details, emphasizing the suitability of each service for different data sizes and access frequencies, along with insights into bigquery and sql services, and the pricing details for google cloud storage and bigquery.", 'chapters': [{'end': 10275.161, 'start': 9930.901, 'title': 'Google cloud storage services overview', 'summary': "Provides an overview of google cloud platform's storage services, focusing on bigtable, cloud datastore, and cloud firestore, highlighting their use cases, integration with other gcp services, and cost comparison, emphasizing the suitability of each service for different data sizes and access frequencies.", 'duration': 344.26, 'highlights': ['Bigtable is suitable for real-time analytics with high throughput and scalability, supporting HBase API for easy integration with Apache, Hadoop, and Spark clusters.', 'Cloud Datastore offers more advanced features on top of Bigtable, such as secondary indexes, asset properties, and supports different modes like Cloud Firestore, making it suitable for small data and infrequent access, resulting in cheaper costs compared to Bigtable.', 'Cloud Spanner is introduced as a new service by Google, addressing the limitations of existing DBMSs and based on Bigtable.', 'Key considerations for choosing between Cloud Datastore and Bigtable include cost, data size, and access frequency, with Cloud Datastore being more cost-efficient for small data and infrequent access, while Bigtable is cheaper for larger data and frequent access.']}, {'end': 10535.145, 'start': 10275.982, 'title': 'Google cloud storage and database services', 'summary': "Discusses google cloud's storage options including cloud datastore, firestore, and cloud spanner, along with their key features and capabilities, such as support for big table, rdbms features, multi-region deployment, managed services, and scalability.", 'duration': 259.163, 'highlights': ['Google Cloud offers various storage options such as Cloud Datastore, Firestore, and Cloud Spanner, each providing different features and capabilities.', 'Cloud Spanner, released in 2017, supports relational schema, strong consistency, and multi-region deployment, making it suitable for massive scalability requirements.', 'Cloud SQL is a fully managed relational database service offered by Google Cloud, providing support for MySQL, Postgres, and SQL server databases, with features such as replication, patch management, and large storage capacity with 40,000 IOPS per instance.']}, {'end': 10697.951, 'start': 10535.145, 'title': 'Google cloud platform: bigquery and sql services', 'summary': 'Discusses the options for creating fully managed sql services on google cloud, highlights the benefits of bigquery for big data processing, and provides insights into its features and capabilities, including its support for sql 2011 standard and real-time analysis of streaming data.', 'duration': 162.806, 'highlights': ['Google Cloud Platform offers fully managed SQL services allowing users to start using MySQL on cloud, enabling storage of relational data.', 'BigQuery, a data warehouse solution, provides ease of implementation, speed, cost-effectiveness, and capability to process billions of rows in seconds, supporting real-time analysis of streaming data.', 'In 2016, BigQuery 2 was released, which supports SQL 2011 standard, providing users with the option to select standard SQL for their queries.']}, {'end': 11218.609, 'start': 10698.571, 'title': 'Google cloud storage & bigquery pricing', 'summary': 'Discusses the low storage cost of bigquery, approximately 0.02 cents per gb per month, and the option for low-cost nearline storage at 0.01 cents per gigabyte per month, with no charge for reading data. it also covers the process of loading data into bigquery, including different source options, and the features and benefits of cloud dataproc for running spark or hadoop jobs.', 'duration': 520.038, 'highlights': ['BigQuery offers low storage cost at approximately 0.02 cents per GB per month and nearline storage at 0.01 cents per gigabyte per month, with no charge for reading data, benefiting high volume customers.', 'Loading data into BigQuery can be done from various sources such as Cloud Storage, Google Drive, Cloud Datastore, and Stackdriver, supporting file formats like CSV, JSON, and Avro, with the capability to upload 10 megabyte or less files using the web interface.', 'Cloud Dataproc is a managed service for running Spark or Hadoop jobs, providing cost-effectiveness by paying only when jobs are running, integration with other Google Cloud services, and the capability to set up clusters and submit jobs through a user-friendly interface.']}], 'duration': 1287.708, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE9930901.jpg', 'highlights': ['BigQuery offers low storage cost at approximately 0.02 cents per GB per month and nearline storage at 0.01 cents per gigabyte per month, with no charge for reading data, benefiting high volume customers.', 'BigQuery, a data warehouse solution, provides ease of implementation, speed, cost-effectiveness, and capability to process billions of rows in seconds, supporting real-time analysis of streaming data.', 'Cloud Spanner, released in 2017, supports relational schema, strong consistency, and multi-region deployment, making it suitable for massive scalability requirements.', 'Bigtable is suitable for real-time analytics with high throughput and scalability, supporting HBase API for easy integration with Apache, Hadoop, and Spark clusters.', 'Cloud Datastore offers more advanced features on top of Bigtable, such as secondary indexes, asset properties, and supports different modes like Cloud Firestore, making it suitable for small data and infrequent access, resulting in cheaper costs compared to Bigtable.', 'Google Cloud offers various storage options such as Cloud Datastore, Firestore, and Cloud Spanner, each providing different features and capabilities.', 'Cloud Dataproc is a managed service for running Spark or Hadoop jobs, providing cost-effectiveness by paying only when jobs are running, integration with other Google Cloud services, and the capability to set up clusters and submit jobs through a user-friendly interface.', 'Cloud SQL is a fully managed relational database service offered by Google Cloud, providing support for MySQL, Postgres, and SQL server databases, with features such as replication, patch management, and large storage capacity with 40,000 IOPS per instance.', 'Bigtable is cheaper for larger data and frequent access, while Cloud Datastore is more cost-efficient for small data and infrequent access, based on key considerations for choosing between the two services.']}, {'end': 12320.087, 'segs': [{'end': 11671.986, 'src': 'embed', 'start': 11629.517, 'weight': 0, 'content': [{'end': 11636.967, 'text': 'AWS also has at least 100 services available at the moment, which is a clear indication of how well AWS understands businesses and helps them grow.', 'start': 11629.517, 'duration': 7.45}, {'end': 11640.809, 'text': "Yeah, that's true but you should also know that GCP is steadily growing.", 'start': 11637.287, 'duration': 3.522}, {'end': 11646.193, 'text': 'We have over 60 services that are up and running as you can see here and a lot more to come.', 'start': 11641.07, 'duration': 5.123}, {'end': 11650.516, 'text': "It's only a matter of time when we will have as many services as you do.", 'start': 11646.393, 'duration': 4.123}, {'end': 11655.079, 'text': 'Many companies have already started adopting GCP as their cloud service provider.', 'start': 11650.996, 'duration': 4.083}, {'end': 11657.36, 'text': "Now let's talk about things you get for free.", 'start': 11655.379, 'duration': 1.981}, {'end': 11662.342, 'text': 'With AWS, you get access to almost all the services for an entire year with usage limits.', 'start': 11657.56, 'duration': 4.782}, {'end': 11665.083, 'text': 'Now these limits include an hourly or by the minute basis.', 'start': 11662.562, 'duration': 2.521}, {'end': 11669.525, 'text': 'For example, with Amazon EC2, you get 750 hours per month.', 'start': 11665.384, 'duration': 4.141}, {'end': 11671.986, 'text': 'You also have limits on the number of requests to services.', 'start': 11669.745, 'duration': 2.241}], 'summary': 'Aws offers over 100 services, gcp has 60 services, both offer free usage with limits.', 'duration': 42.469, 'max_score': 11629.517, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE11629517.jpg'}, {'end': 11865.208, 'src': 'embed', 'start': 11836.277, 'weight': 1, 'content': [{'end': 11840.821, 'text': 'AWS in this span of time has been able to cover a larger market share and geographical locations.', 'start': 11836.277, 'duration': 4.544}, {'end': 11843.302, 'text': "now it's time for the big decision.", 'start': 11841.261, 'duration': 2.041}, {'end': 11844.342, 'text': "so who's it going to be?", 'start': 11843.302, 'duration': 1.04}, {'end': 11846.683, 'text': 'yeah, who is it going to be?', 'start': 11844.342, 'duration': 2.341}, {'end': 11848.863, 'text': 'gcp or aws?', 'start': 11846.683, 'duration': 2.18}, {'end': 11849.944, 'text': "i think i'm going to go,", 'start': 11848.863, 'duration': 1.081}, {'end': 11857.366, 'text': "for choosing the right cloud computing platform is the decision that's made on the basis of the user or the organization's requirement.", 'start': 11849.944, 'duration': 7.422}, {'end': 11860.267, 'text': "on that note, i believe it's time for us to wrap this video up.", 'start': 11857.366, 'duration': 2.901}, {'end': 11865.208, 'text': 'we hope you guys enjoyed this video and learned something new that aws is better, right.', 'start': 11860.267, 'duration': 4.941}], 'summary': 'Aws has gained larger market share and geographic coverage, prompting a decision between gcp and aws as the better cloud computing platform.', 'duration': 28.931, 'max_score': 11836.277, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE11836277.jpg'}, {'end': 11994.107, 'src': 'embed', 'start': 11964.67, 'weight': 3, 'content': [{'end': 11975.073, 'text': 'so when we talk about cloud computing, this is basically using services which are hosted on the infrastructure managed by cloud provider.', 'start': 11964.67, 'duration': 10.403}, {'end': 11984.939, 'text': 'when we talk about resources which can be used, that may include big data services, storage options, your computing options,', 'start': 11975.073, 'duration': 9.866}, {'end': 11994.107, 'text': 'networking options and various other services which a cloud provider offers, cloud computing has various different service models,', 'start': 11984.939, 'duration': 9.168}], 'summary': 'Cloud computing offers various services including big data, storage, computing, and networking options.', 'duration': 29.437, 'max_score': 11964.67, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE11964670.jpg'}], 'start': 11218.609, 'title': 'Cloud platform service comparison', 'summary': "Compares google cloud platform (gcp) and amazon web services (aws) in terms of services, market share, revenue, pricing, and advantages, highlighting gcp's modern infrastructure, cheaper instances, increasing services, and cost advantages, in contrast to aws's years of experience, revenue, and extensive service offering, with aws's 47% market share and gcp's benefits in pricing, speed, live migration of apps, big data offerings, productivity, security, and reliability.", 'chapters': [{'end': 11522.5, 'start': 11218.609, 'title': 'Google cloud platform services comparison', 'summary': "Compares the services and features of google cloud platform (gcp) and amazon web services (aws), highlighting gcp's modern infrastructure, cheaper instances, and increasing number of services, in contrast to aws's years of experience, revenue, market share, and extensive service offering.", 'duration': 303.891, 'highlights': ['Google Cloud Platform (GCP) offers cheaper instance and multi-regional cloud storage, while Amazon Web Services (AWS) has over $5.1 billion in revenue, occupies more than 40% of the market, and offers more than 100 services.', 'GCP provides a suite of intelligent, secure, and flexible cloud computing services, with an intuitive user experience, while AWS has been in the market for a longer duration, understanding business operations, and providing a wide range of services in various domains.', 'GCP was launched in 2011, offering a modest number of services that are rapidly increasing, while AWS was launched in 2004, has extensive experience, and occupies a significant chunk of the cloud computing market.', 'AWS offers services in domains like compute, database storage, migration, and networking, while GCP allows users to build, deploy, and scale applications, websites, and services on the same infrastructure as Google.']}, {'end': 11835.916, 'start': 11522.681, 'title': 'Cloud market comparison: aws vs gcp', 'summary': "Compares the market share, revenue, pricing, services, free offerings, instance configuration, telemetry, application support, containers, and geographies of aws and gcp, highlighting aws's 47% market share and gcp's cost advantages and flexibility.", 'duration': 313.235, 'highlights': ['AWS contributes 47% of the cloud market share, while GCP contributes 4% and Microsoft Azure contributes 10%.', 'AWS revenue is already a billion dollars per quarter, and AWS makes 5.3 billion dollars per quarter.', "GCP offers a 25% annual cost reduction for the same compute instance as AWS, and GCP's cloud storage cost is only 2 cents per GB per month.", 'AWS has at least 100 services available, while GCP has over 60 services and is steadily growing in market share.', "With AWS, you get access to almost all services for an entire year with usage limits, while with GCP, you get $300 in credit to spend over a 12-month period on all cloud platform products, and after the free trial ends, you won't be charged unless you manually upgrade to a paid account.", 'The largest instance offered with AWS is 128 CPUs and 14 Mb of RAM, while the largest instance offered with Google Cloud is 160 CPUs and 3.75 TBs RAM, and Google Cloud offers preemptible instances at 80% off on-demand price.', 'GCP has superior telemetry tools, while AWS provides the best support to customers, and GCP has full native support for Kubernetes.', "AWS has a head start in geographies with a few years' advantage."]}, {'end': 12320.087, 'start': 11836.277, 'title': 'Choosing between aws and gcp', 'summary': "Discusses the decision-making process between aws and gcp, highlighting gcp's advantages in terms of pricing, speed, live migration of apps, big data offerings, productivity, security, and reliability.", 'duration': 483.81, 'highlights': ['GCP has better pricing compared to its competitors, offering better options for infrastructure as a service, managed services, big data, and structured data storage.', 'GCP provides fast and high-performance services, increasing project performance and enabling live migration of apps during maintenance, unlike other competitors.', 'GCP offers various big data services such as PubSub and DataProc, providing advantages over other competitors in the big data space.', 'Google Cloud Platform ensures high productivity, security, and reliability, along with flexibility and scalability, making it a cost-effective choice for infrastructure modernization.', 'Google Cloud offers three types of web hosting, including WordPress, a popular platform for creating websites and blogs.']}], 'duration': 1101.478, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE11218609.jpg', 'highlights': ['AWS contributes 47% of the cloud market share, GCP contributes 4%, and Microsoft Azure contributes 10%.', "GCP offers a 25% annual cost reduction for the same compute instance as AWS, and GCP's cloud storage cost is only 2 cents per GB per month.", 'GCP provides fast and high-performance services, enabling live migration of apps during maintenance, unlike other competitors.', 'GCP has better pricing compared to its competitors, offering better options for infrastructure as a service, managed services, big data, and structured data storage.', 'GCP has superior telemetry tools, while AWS provides the best support to customers, and GCP has full native support for Kubernetes.']}, {'end': 13388.646, 'segs': [{'end': 12422.419, 'src': 'embed', 'start': 12396.505, 'weight': 7, 'content': [{'end': 12403.836, 'text': 'With rapid VM deployment on Google Compute Engine, the environments were monitored and destroyed in minutes.', 'start': 12396.505, 'duration': 7.331}, {'end': 12407.22, 'text': 'so the team could test and deploy at speed.', 'start': 12404.396, 'duration': 2.824}, {'end': 12416.391, 'text': 'By using Google Cloud SQL, Lush took complete control of its infrastructure and optimized its systems for effective scaling.', 'start': 12407.701, 'duration': 8.69}, {'end': 12422.419, 'text': 'Overall, the platform resulted in lower cost that led to a bright future for Lush Cosmetics.', 'start': 12416.772, 'duration': 5.647}], 'summary': 'Google compute engine enabled rapid vm deployment, leading to lower costs and effective scaling for lush cosmetics.', 'duration': 25.914, 'max_score': 12396.505, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE12396505.jpg'}, {'end': 12503.936, 'src': 'embed', 'start': 12477.061, 'weight': 1, 'content': [{'end': 12487.667, 'text': 'clicking on console and here the easiest way I could test it is by going to my compute engine VM instances,', 'start': 12477.061, 'duration': 10.606}, {'end': 12491.669, 'text': 'and here I can spin up an instance I can click on create.', 'start': 12487.667, 'duration': 4.002}, {'end': 12498.873, 'text': 'now. in my previous sessions I have also explained about how you could create a template and run an instance from that.', 'start': 12491.669, 'duration': 7.204}, {'end': 12500.894, 'text': 'we can also click on new VM instance.', 'start': 12498.873, 'duration': 2.021}, {'end': 12503.936, 'text': "let's call it new instance.", 'start': 12500.894, 'duration': 3.042}], 'summary': 'Demonstrates creating a new vm instance in the compute engine console.', 'duration': 26.875, 'max_score': 12477.061, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE12477061.jpg'}, {'end': 12674.793, 'src': 'embed', 'start': 12647.388, 'weight': 3, 'content': [{'end': 12655.86, 'text': 'what we also need to remember is each instance, what we create in compute is also having some default firewall rules.', 'start': 12647.388, 'duration': 8.472}, {'end': 12658.002, 'text': 'now i have connected to my instance.', 'start': 12655.86, 'duration': 2.142}, {'end': 12666.007, 'text': 'i can click on sudo, su, i can log in as root and here, if i would want, i can install a particular service.', 'start': 12658.002, 'duration': 8.005}, {'end': 12674.793, 'text': "so let's say apache, let's say apt-get install, and then i can say apache 2 or httpd.", 'start': 12666.007, 'duration': 8.786}], 'summary': 'Compute instances have default firewall rules; can install apache using sudo or su.', 'duration': 27.405, 'max_score': 12647.388, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE12647388.jpg'}, {'end': 12761.568, 'src': 'embed', 'start': 12731.335, 'weight': 4, 'content': [{'end': 12734.117, 'text': 'We can customize that in specific IP addresses.', 'start': 12731.335, 'duration': 2.782}, {'end': 12738.199, 'text': 'We can also look at egress, which is basically outgoing traffic.', 'start': 12734.597, 'duration': 3.602}, {'end': 12745.343, 'text': 'And this is again saying my machine can connect to the external world in different ways using different protocols,', 'start': 12738.72, 'duration': 6.623}, {'end': 12747.864, 'text': 'so you can customize these firewall rules.', 'start': 12745.343, 'duration': 2.521}, {'end': 12748.624, 'text': 'as of now.', 'start': 12747.864, 'duration': 0.76}, {'end': 12751.125, 'text': "i'm going to let it be default.", 'start': 12748.624, 'duration': 2.501}, {'end': 12761.568, 'text': 'now we connected to our instance from the browser and we were basically checking how you can use this browser by clicking on this.', 'start': 12751.125, 'duration': 10.443}], 'summary': 'Customize firewall rules for specific ip addresses and outgoing traffic.', 'duration': 30.233, 'max_score': 12731.335, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE12731335.jpg'}, {'end': 12835.983, 'src': 'embed', 'start': 12808.519, 'weight': 0, 'content': [{'end': 12814.504, 'text': 'If you can read this page, it means Apache HTTP server is installed and this site is working properly.', 'start': 12808.519, 'duration': 5.985}, {'end': 12826.435, 'text': 'Now you can replace this file located at var www.html index.html before continuing to operate your HTTP server.', 'start': 12814.524, 'duration': 11.911}, {'end': 12835.983, 'text': 'So this is where you can change the particular page and you will be able to host your website on this particular EC2 instance.', 'start': 12826.835, 'duration': 9.148}], 'summary': 'Apache http server installed, site working properly. can host website on ec2 instance.', 'duration': 27.464, 'max_score': 12808.519, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE12808519.jpg'}, {'end': 12918.555, 'src': 'embed', 'start': 12894.175, 'weight': 5, 'content': [{'end': 12904.062, 'text': 'So if I look in my home, HDU, index.html, that shows me the complete HTML page, what we were seeing on our web server.', 'start': 12894.175, 'duration': 9.887}, {'end': 12911.467, 'text': 'And here it shows you what this page would display if you run it on your HTTP.', 'start': 12904.862, 'duration': 6.605}, {'end': 12914.029, 'text': 'It says Apache to Ubuntu default page.', 'start': 12911.667, 'duration': 2.362}, {'end': 12918.555, 'text': 'it shows it works, it shows the content and so on.', 'start': 12914.753, 'duration': 3.802}], 'summary': 'Viewing hdu index.html shows complete html page from the web server, displaying apache to ubuntu default page.', 'duration': 24.38, 'max_score': 12894.175, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE12894175.jpg'}, {'end': 13382.536, 'src': 'embed', 'start': 13352.847, 'weight': 2, 'content': [{'end': 13353.488, 'text': 'All the best to you.', 'start': 13352.847, 'duration': 0.641}, {'end': 13357.03, 'text': 'So with that, we have come to an end of day four of cloud computing.', 'start': 13353.948, 'duration': 3.082}, {'end': 13360.033, 'text': 'We hope the session was informative and interesting.', 'start': 13357.591, 'duration': 2.442}, {'end': 13366.437, 'text': 'Should you find any concepts difficult to understand or have any queries about any of the topics covered in this session,', 'start': 13360.693, 'duration': 5.744}, {'end': 13368.839, 'text': 'then please feel free to let us know in the comment sections below.', 'start': 13366.437, 'duration': 2.402}, {'end': 13373.203, 'text': 'Our experts will be happy to resolve all your queries and concerns on a priority.', 'start': 13369.28, 'duration': 3.923}, {'end': 13382.536, 'text': 'on day five of cloud computing week, we will discuss one of the major applications of cloud computing the devops and cloud computing.', 'start': 13373.963, 'duration': 8.573}], 'summary': 'Day four of cloud computing ended. day five will cover devops and cloud computing.', 'duration': 29.689, 'max_score': 13352.847, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE13352847.jpg'}], 'start': 12320.868, 'title': 'Leveraging google cloud for lush cosmetics', 'summary': 'Discusses the lamp stack and its use in hosting websites, followed by a case study of lush cosmetics leveraging google cloud services to achieve a 40% reduction in infrastructure hosting costs, improved availability during peak loads, and streamlined data center usage from 5 to 3, along with the benefits of google cloud platform training.', 'chapters': [{'end': 12396.184, 'start': 12320.868, 'title': 'Lamp stack and lush case study', 'summary': 'Discusses the lamp stack, its components, and its use in hosting websites and web applications, followed by a case study of lush, detailing the challenges faced, such as a website crash on boxing day, and the solution provided by the flexibility of the gcp platform.', 'duration': 75.316, 'highlights': ['Lush, a global cosmetics retailer, faced a website crash for almost 18 hours on Boxing Day, causing a devastating effect on their business.', 'Lush has become a global brand with over 930 stores in 49 countries.', 'The LAMP stack consists of Linux, Apache HTTP server, MySQL, and PHP, and is used to host websites and web applications.', "The flexibility of the GCP platform allowed for easy movement of the website during peak times, providing a solution to the scalability issues faced by Lush's previous platform."]}, {'end': 12944.275, 'start': 12396.505, 'title': 'Google cloud benefits for lush cosmetics', 'summary': 'Highlights how lush cosmetics leveraged google cloud services to achieve a 40% reduction in infrastructure hosting costs, improved availability during peak loads, and streamlined data center usage from 5 to 3, leading to a bright future for the company.', 'duration': 547.77, 'highlights': ['Lush Cosmetics achieved a 40% reduction in infrastructure hosting costs by leveraging Google Cloud services.', "The use of Google Compute Engine's auto-scaling feature improved availability during peak loads for Lush Cosmetics.", "Google's private network streamlined data center usage from 5 to 3, benefiting Lush Cosmetics."]}, {'end': 13388.646, 'start': 12944.335, 'title': 'Google cloud platform training', 'summary': 'Explains the process of creating a simple html page, hosting it on a compute instance, and highlights the benefits of google cloud platform training, including its demand, average salary, and course details.', 'duration': 444.311, 'highlights': ['The Google Cloud Platform offers highly scalable and reliable data processing with tools like dataflow and dataproc, making it a great choice for business intelligence, large-scale analytics, and machine learning.', 'A Google data engineer with expertise in Google Cloud, machine learning, and BigQuery earns an average of $102,000 per year, and the demand for Google data engineer certifications has never been higher.', "Simply Learn's Google Cloud Platform Big Data and Machine Learning Fundamentals course covers 8 hours of instructor-led training modules and is suitable for data analysts, business analysts, data scientists, and IT decision makers.", 'Forbes projects a 19% growth rate to $140 billion US on cloud services by 2019, indicating the rapid industry adoption of cloud computing, making it a lucrative career path for individuals.', 'The Google Cloud Platform Fundamentals course is intended for solution developers, system operation professionals, solution architects, executives, and business decision makers, providing extensive training and a free trial account with $300 credit toward the use of Google Cloud Platform for 60 days.']}], 'duration': 1067.778, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/igZrnfz_9eE/pics/igZrnfz_9eE12320868.jpg', 'highlights': ['Lush achieved a 40% reduction in infrastructure hosting costs with Google Cloud services.', "Google's private network streamlined data center usage from 5 to 3, benefiting Lush Cosmetics.", 'The flexibility of the GCP platform allowed easy movement of the website during peak times.', 'The LAMP stack is used to host websites and web applications, consisting of Linux, Apache, MySQL, and PHP.', 'Forbes projects a 19% growth rate to $140 billion US on cloud services by 2019, indicating rapid industry adoption.', 'Google data engineer with expertise in Google Cloud, machine learning, and BigQuery earns an average of $102,000 per year.', "Simply Learn's Google Cloud Platform Big Data and Machine Learning Fundamentals course covers 8 hours of instructor-led training modules.", 'The Google Cloud Platform Fundamentals course is intended for solution developers, system operation professionals, and executives.']}], 'highlights': ['GCP offers automatic software integration, backup, and unlimited storage.', 'GCP provides access to computing, memory, processing power, and storage.', 'GCP offers a $300 free credit to every new user for practice and exploration.', 'GCP tutorial covers creating buckets, uploading data, and using cloud storage.', 'GCP has better pricing compared to its competitors, increasing project performance.', 'GCP offers a wide range of services including compute, storage, and networking.', 'GCP offers high security and allows fewer data to be stored on vulnerable devices.', 'GCP provides reliable resources across organization, geographical regions, and countries.', 'GCP offers unique features such as live migration for VMs and preemptible virtual machines.', 'GCP offers various storage services including big table, data store, and object storage.', "GCP's cloud storage cost is only 2 cents per GB per month, contributing to cost reduction.", 'GCP has better pricing compared to its competitors, offering better options for infrastructure and managed services.', 'Lush achieved a 40% reduction in infrastructure hosting costs with Google Cloud services.', 'Forbes projects a 19% growth rate to $140 billion US on cloud services by 2019.', 'Google data engineer with expertise in Google Cloud, machine learning, and BigQuery earns an average of $102,000 per year.']}