title
Google Cloud Platform Tutorial | Google Cloud Platform Fundamentals | GCP Training | Edureka

description
( Google Cloud Certification Training - Cloud Architect: https://www.edureka.co/google-cloud-architect-certification-training ) This Tutorial on Google Cloud Platform will provide you a detailed introduction to GCP and it's Cloud Services Services. Learn why GCP is preferred over other cloud Providers and also learn about the various Zones and Regions where the servers are hosted. Subscribe to our channel to get video updates. Hit the subscribe button above. #GoogleCloudPlatform #GoogleCloud #GCP #CloudComputing #GoogleCloudPlatformTraining ----------------------------------------------------------------- How it Works? 1. This is a 6 Week Instructor led Online Course. 2. Course consists of 36 hours of online classes, 30 hours of assignment, 20 hours of project 3. We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course. 4. You will get Lifetime Access to the recordings in the LMS. 5. At the end of the training you will have to complete the project based on which we will provide you a Verifiable Certificate! - - - - - - - - - - - - - - About the Course This course will help you pass the Google Cloud Certification Exam for Cloud Architect. The topics mentioned are strictly in line with the official exam guide provided by Google. The course starts with basics of Cloud Computing and as the course progresses you will understand the GCP core infrastructure, how to manage GCP services such as GCP compute services, GCP database services, GCP security services, GCP networking services, GCP IAM etc. This course will also cover how to use command line tools to import data into google cloud storage and run query for data analysis. - - - - - - - - - - - - - - Course Objectives After completing this Google Cloud Certification training, you should be able to: 1. Understand Google Cloud Platform concepts and terminologies 2. Understand GCP products and services 3. Learn methods to develop, implement, and deploy solutions 4. Distinguish between features of similar or related products and technologies 5. Learn to work with the Compute Engine, Cloud Storage, Cloud SQL and Big Query GCP services 6. Manage GCP environments using three different methods (Console, App, Command-Line) 7. Develop knowledge of solution patterns -- methods, technologies, and designs that are used to implement security, scalability, high availability, and other desired qualities 8. Understand basics of Big Data and Machine Learning services of GCP - - - - - - - - - - - - - - Who should go for this course? Edureka's Google Cloud training is designed for the IT professionals who want to pursue a career in Cloud Computing and become Google Cloud Infrastructure Solutions Expert. This Google Cloud course is the best fit for: 1. Professionals who want to start their career in Google cloud platform 2. Professionals who want to appear for Google Cloud Certification exam – Cloud Architect 3. AWS Solution Architect or Microsoft Azure Architect who wants to understand Google Cloud Platform 4. Individuals using Google Cloud Platform to create new solutions or to integrate existing systems, migrate application environments and infrastructure with the Google Cloud Platform - - - - - - - - - - - - - - Pre-requisites Google Cloud Certification Training requires no specific pre-requisites. Any professional who understands IT Service Management can join this course. There is no programming knowledge needed and no prior Cloud experience required for this course. ----------------------------------------------------------------- For more information, Please write back to us at sales@edureka.co or call us at IND: 9606058406 / US: 18338555775 (toll free). Facebook: https://www.facebook.com/edurekaIN/ Twitter: https://twitter.com/edurekain LinkedIn: https://www.linkedin.com/company/edureka

detail
{'title': 'Google Cloud Platform Tutorial | Google Cloud Platform Fundamentals | GCP Training | Edureka', 'heatmap': [{'end': 165.576, 'start': 142.437, 'weight': 0.754}, {'end': 431.387, 'start': 403.884, 'weight': 0.723}, {'end': 556.223, 'start': 524.625, 'weight': 0.715}, {'end': 661.676, 'start': 590.975, 'weight': 0.746}, {'end': 717.484, 'start': 700.838, 'weight': 0.703}, {'end': 1187.084, 'start': 1086.916, 'weight': 0.863}], 'summary': 'This tutorial covers the introduction to google cloud platform (gcp), its services, and account creation, addresses retail expansion challenges and cloud computing solutions including gcp features, advantages, and cost-effectiveness, provides an overview of gcp services, regional availability, and trial credit, discusses gcp services overview, including compute, storage, databases, and machine learning products, and explains the process of creating a dataproc cluster on gcp with features like machine learning, security, and monitoring.', 'chapters': [{'end': 46.971, 'segs': [{'end': 46.971, 'src': 'embed', 'start': 7.386, 'weight': 0, 'content': [{'end': 15.016, 'text': "Hey guys, this is Kislev from Edureka and the topic for today's discussion is the Google Cloud Platform, popularly known as TCP.", 'start': 7.386, 'duration': 7.63}, {'end': 18.481, 'text': "So without any further delay, let's go ahead and look at today's agenda.", 'start': 15.437, 'duration': 3.044}, {'end': 23.949, 'text': "First of all, we'll be starting from the basic needs of cloud computing and understand what cloud computing is.", 'start': 19.122, 'duration': 4.827}, {'end': 27.591, 'text': "Then we'll learn about the various class services and their providers.", 'start': 24.608, 'duration': 2.983}, {'end': 31.335, 'text': "Moving ahead, we'll understand what is GCP and the reason behind choosing it.", 'start': 28.112, 'duration': 3.223}, {'end': 37.282, 'text': "Next, we'll learn about the various services provided by GCP and the different regions and zones where it is present.", 'start': 31.856, 'duration': 5.426}, {'end': 43.088, 'text': "And finally, we'll see how to create an account on GCP and learn how to create a project and work on it.", 'start': 37.802, 'duration': 5.286}, {'end': 46.971, 'text': "So let's have a look at a traditional e-commerce scenario.", 'start': 43.829, 'duration': 3.142}], 'summary': 'Kislev from edureka discusses google cloud platform basics and services.', 'duration': 39.585, 'max_score': 7.386, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc7386.jpg'}], 'start': 7.386, 'title': 'Introduction to gcp', 'summary': 'Provides an overview of the google cloud platform (gcp), covering basic cloud computing needs, various gcp services, and guidance on creating a gcp account.', 'chapters': [{'end': 46.971, 'start': 7.386, 'title': 'Introduction to google cloud platform', 'summary': 'Introduces the google cloud platform (gcp) and discusses the basic needs of cloud computing, various gcp services, and creating an account on gcp.', 'duration': 39.585, 'highlights': ['The chapter covers the basic needs of cloud computing and understanding what cloud computing is.', 'It discusses the various services provided by GCP and the different regions and zones where it is present.', 'The chapter also includes the process of creating an account on GCP and learning how to create a project and work on it.']}], 'duration': 39.585, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc7386.jpg', 'highlights': ['The chapter covers the basic needs of cloud computing and understanding what cloud computing is.', 'It discusses the various services provided by GCP and the different regions and zones where it is present.', 'The chapter also includes the process of creating an account on GCP and learning how to create a project and work on it.']}, {'end': 414.257, 'segs': [{'end': 97.546, 'src': 'embed', 'start': 47.471, 'weight': 5, 'content': [{'end': 53.654, 'text': 'Here we have a retail company which wanted to expand its business by starting home delivery, creating a website and creating an app.', 'start': 47.471, 'duration': 6.183}, {'end': 56.975, 'text': 'The company was doing great while expanding its business,', 'start': 54.094, 'duration': 2.881}, {'end': 62.678, 'text': 'but then their website and app had an unexpected rise in traffic and things got a little bit out of hands for them.', 'start': 56.975, 'duration': 5.703}, {'end': 68.809, 'text': 'They face some problems such as scalability issues, increasing the number of systems, increasing the number of staffs.', 'start': 63.385, 'duration': 5.424}, {'end': 70.55, 'text': 'They face server problems.', 'start': 69.349, 'duration': 1.201}, {'end': 73.573, 'text': 'They needed systems that are fast and up 24-7.', 'start': 70.831, 'duration': 2.742}, {'end': 78.897, 'text': 'Moreover, they required additional security features for their customer visiting the sites and app.', 'start': 74.133, 'duration': 4.764}, {'end': 81.158, 'text': "These requirements don't come in cheap, do they?", 'start': 79.257, 'duration': 1.901}, {'end': 88.304, 'text': "Let's suppose that the company even bought 100 servers to handle the traffic, but later realized that at a time on an average,", 'start': 81.739, 'duration': 6.565}, {'end': 90.105, 'text': 'only 50% of the servers were used.', 'start': 88.304, 'duration': 1.801}, {'end': 97.546, 'text': 'rest were sitting idle very frequently the number reached 70 to 80 percent that seemed like the waste of money and resources.', 'start': 90.715, 'duration': 6.831}], 'summary': 'Retail company faced scalability issues with website and app, leading to server problems and underutilization of servers.', 'duration': 50.075, 'max_score': 47.471, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc47471.jpg'}, {'end': 165.576, 'src': 'heatmap', 'start': 142.437, 'weight': 0.754, 'content': [{'end': 149.444, 'text': 'of which the three standard models for NIST are infrastructure as a service, platform as a service and software as a service.', 'start': 142.437, 'duration': 7.007}, {'end': 152.105, 'text': "So let's begin with infrastructure as a service.", 'start': 150.163, 'duration': 1.942}, {'end': 160.332, 'text': 'It refers to online service that provide high-level API use to dereference various low-level details of underlying network infrastructure,', 'start': 152.565, 'duration': 7.767}, {'end': 165.576, 'text': 'like physical computing resources, location, data partitioning, scaling, etc.', 'start': 160.332, 'duration': 5.244}], 'summary': 'Nist defines three standard cloud models: iaas, paas, and saas.', 'duration': 23.139, 'max_score': 142.437, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc142437.jpg'}, {'end': 374.713, 'src': 'embed', 'start': 315.342, 'weight': 0, 'content': [{'end': 315.942, 'text': 'Google Cloud.', 'start': 315.342, 'duration': 0.6}, {'end': 321.663, 'text': 'IoT is a set of fully managed and integrated services that allow you to easily and securely connect,', 'start': 315.942, 'duration': 5.721}, {'end': 326.144, 'text': 'manage and ingest IoT data from globally dispersed devices at a large scale.', 'start': 321.663, 'duration': 4.481}, {'end': 329.985, 'text': 'You can even process and analyze and visualize the data in real time.', 'start': 326.544, 'duration': 3.441}, {'end': 333.005, 'text': 'Now coming to API platform and ecosystem.', 'start': 330.825, 'duration': 2.18}, {'end': 341.387, 'text': "GCP's cross-cloud API platform enables businesses to unlock the value of data, deliver modern application and powerful ecosystems.", 'start': 333.525, 'duration': 7.862}, {'end': 349.056, 'text': 'Coming on to big data analytics, GCP provides fully managed data warehousing, batch and stream processing,', 'start': 342.102, 'duration': 6.954}, {'end': 354.186, 'text': 'data exploration with added Hadoop and Spark specific configuration and reliable messaging.', 'start': 349.056, 'duration': 5.13}, {'end': 360.77, 'text': 'Now comes one of the most important feature of Google Cloud Platform, which is the Google Cloud AI.', 'start': 355.609, 'duration': 5.161}, {'end': 366.911, 'text': 'It provides modern machine learning services with pre-trained models and a service to generate your own tailored models.', 'start': 361.29, 'duration': 5.621}, {'end': 374.713, 'text': 'Their neural net based machine learning service has better training performance and increased accuracy compared to other large-scale deep learning systems.', 'start': 367.291, 'duration': 7.422}], 'summary': 'Google cloud offers iot, api platform, big data analytics, and ai services, with fully managed and integrated solutions and improved machine learning performance.', 'duration': 59.371, 'max_score': 315.342, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc315342.jpg'}, {'end': 421.165, 'src': 'embed', 'start': 393.8, 'weight': 3, 'content': [{'end': 401.424, 'text': 'serverless is a new paradigm of computing that abstracts away the complexity associated with managing servers for mobile and API backends.', 'start': 393.8, 'duration': 7.624}, {'end': 403.884, 'text': 'There are no upfront provisioning.', 'start': 402.102, 'duration': 1.782}, {'end': 409.571, 'text': 'just provide your code and data and Google dynamically provisions your resources as needed.', 'start': 403.884, 'duration': 5.687}, {'end': 414.257, 'text': 'application with rapid time to market and unpredictable scale requirements benefit the most from it.', 'start': 409.571, 'duration': 4.686}, {'end': 421.165, 'text': 'So here we can see that Google has the highest growth rate and is increasing rapidly as compared to the other crowd providers.', 'start': 415.037, 'duration': 6.128}], 'summary': 'Serverless computing abstracts server management, google shows rapid growth.', 'duration': 27.365, 'max_score': 393.8, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc393800.jpg'}], 'start': 47.471, 'title': 'Challenges in retail expansion and the perfect solution with cloud computing', 'summary': "Outlines a retail company's challenges in expanding its business, including unexpected rise in traffic, scalability issues, and inefficient server utilization. it also discusses how cloud computing is the perfect solution, detailing different cloud service models, emphasizing the features and advantages of google cloud platform, and highlighting its cost-effectiveness, scalability, iot platform, api ecosystem, big data analytics, ai services, and serverless computing.", 'chapters': [{'end': 97.546, 'start': 47.471, 'title': 'Retail company expansion challenges', 'summary': "Outlines a retail company's challenges in expanding its business by starting home delivery, creating a website and app, facing unexpected rise in traffic, scalability issues, server problems, and inefficient server utilization with 70-80% resources sitting idle.", 'duration': 50.075, 'highlights': ['The company faced challenges in expanding its business, including unexpected rise in website and app traffic, scalability issues, and server problems.', 'The company bought 100 servers but realized that on average, only 50% of the servers were used, leading to inefficient resource utilization and waste of money.', "The need for fast, 24-7 uptime systems and additional security features for customer visiting the sites and app added to the company's requirements and costs."]}, {'end': 414.257, 'start': 98.227, 'title': 'Cloud computing: the perfect solution', 'summary': 'Discusses how cloud computing is the perfect solution to various problems, detailing the different cloud service models, focusing on the features and advantages of google cloud platform, and highlighting its cost-effectiveness, scalability, iot platform, api ecosystem, big data analytics, ai services, and serverless computing.', 'duration': 316.03, 'highlights': ['Google Cloud AI Google Cloud AI provides modern machine learning services with pre-trained models and a service to generate your own tailored models, offering better training performance and increased accuracy compared to other large-scale deep learning systems.', 'Internet of Things (IoT) Platform GCP has an IoT specific intelligent platform that unlocks business insights from global device networks, allowing easy and secure connection, management, and ingestion of IoT data at a large scale, with real-time processing, analysis, and visualization.', "API Platform and Ecosystem GCP's cross-cloud API platform enables businesses to unlock the value of data, deliver modern applications, and build powerful ecosystems, facilitating modern application development and data utilization.", 'Serverless Computing Google Cloud Platform offers serverless computing, abstracting away the complexity associated with managing servers for mobile and API backends, providing rapid time to market and dynamic resource provisioning based on application requirements.', 'Big Data Analytics GCP provides fully managed data warehousing, batch and stream processing, data exploration, with added Hadoop and Spark specific configuration, and reliable messaging, enabling comprehensive big data processing and analysis.']}], 'duration': 366.786, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc47471.jpg', 'highlights': ['Google Cloud AI offers modern machine learning services with pre-trained models and tailored models for better training performance and increased accuracy.', 'Google Cloud Platform provides an IoT specific intelligent platform for easy and secure connection, management, and ingestion of IoT data at a large scale, with real-time processing, analysis, and visualization.', "Google Cloud Platform's cross-cloud API platform enables businesses to unlock the value of data, deliver modern applications, and build powerful ecosystems, facilitating modern application development and data utilization.", 'Google Cloud Platform offers serverless computing, abstracting away the complexity associated with managing servers for mobile and API backends, providing rapid time to market and dynamic resource provisioning based on application requirements.', 'Google Cloud Platform provides fully managed data warehousing, batch and stream processing, data exploration, with added Hadoop and Spark specific configuration, and reliable messaging, enabling comprehensive big data processing and analysis.', 'The company faced challenges in expanding its business, including unexpected rise in website and app traffic, scalability issues, and server problems.', "The need for fast, 24-7 uptime systems and additional security features for customer visiting the sites and app added to the company's requirements and costs.", 'The company bought 100 servers but realized that on average, only 50% of the servers were used, leading to inefficient resource utilization and waste of money.']}, {'end': 599.981, 'segs': [{'end': 452.064, 'src': 'embed', 'start': 415.037, 'weight': 0, 'content': [{'end': 421.165, 'text': 'So here we can see that Google has the highest growth rate and is increasing rapidly as compared to the other crowd providers.', 'start': 415.037, 'duration': 6.128}, {'end': 426.065, 'text': "Now, let's understand what is Google Cloud Platform and what are the various services provided by it.", 'start': 421.764, 'duration': 4.301}, {'end': 431.387, 'text': 'Google Cloud Platform is a suite of cloud computing services and management tools offered by Google.', 'start': 426.586, 'duration': 4.801}, {'end': 438.85, 'text': 'Alongside a set of management tools, it provides a series of modular cloud services, including computing data storage,', 'start': 431.927, 'duration': 6.923}, {'end': 440.55, 'text': 'data analytics and machine learning.', 'start': 438.85, 'duration': 1.7}, {'end': 443.871, 'text': 'Now, moving forward to the services offered by GCP.', 'start': 441.17, 'duration': 2.701}, {'end': 446.032, 'text': 'Here are the major services offered.', 'start': 444.491, 'duration': 1.541}, {'end': 449.533, 'text': "We'll discuss each one of these features in detail later in the video.", 'start': 446.352, 'duration': 3.181}, {'end': 452.064, 'text': "But let's have a look at these services first.", 'start': 450.242, 'duration': 1.822}], 'summary': 'Google cloud platform shows highest growth rate among crowd providers, offering suite of modular cloud services.', 'duration': 37.027, 'max_score': 415.037, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc415037.jpg'}, {'end': 494.657, 'src': 'embed', 'start': 469.759, 'weight': 2, 'content': [{'end': 476.545, 'text': 'So Google Cloud Platform Services are available in locations across North America, South America, Europe, Asia and Australia.', 'start': 469.759, 'duration': 6.786}, {'end': 479.307, 'text': 'These locations are divided into regions and zones.', 'start': 476.985, 'duration': 2.322}, {'end': 485.372, 'text': 'You can choose where to locate your application to meet your latency, availability and durability requirements.', 'start': 479.827, 'duration': 5.545}, {'end': 489.055, 'text': 'Regions are independent geographic areas that consist of zones.', 'start': 485.952, 'duration': 3.103}, {'end': 494.657, 'text': 'Location within regions tend to have a round-trip network latency of under just 5 millisecond.', 'start': 489.716, 'duration': 4.941}], 'summary': 'Google cloud platform offers services in regions across north america, south america, europe, asia, and australia, with zones having a network latency of under 5 milliseconds.', 'duration': 24.898, 'max_score': 469.759, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc469759.jpg'}, {'end': 556.223, 'src': 'heatmap', 'start': 524.625, 'weight': 0.715, 'content': [{'end': 528.008, 'text': 'This gives them higher availability relative to zonal resources.', 'start': 524.625, 'duration': 3.383}, {'end': 530.85, 'text': 'Zonal resources operate within a single zone.', 'start': 528.709, 'duration': 2.141}, {'end': 537.455, 'text': 'If a zone becomes unavailable all the zonal resources in that zone are unavailable till the service is restored.', 'start': 531.191, 'duration': 6.264}, {'end': 542.94, 'text': "Now, let's go ahead and see how we can create an account on GCP.", 'start': 539.497, 'duration': 3.443}, {'end': 547.511, 'text': 'first of all, you need to go to cloud.google.com.', 'start': 544.187, 'duration': 3.324}, {'end': 550.736, 'text': 'here you have the option to try it for free.', 'start': 547.511, 'duration': 3.225}, {'end': 556.223, 'text': 'all you need to do is sign in with the google account,', 'start': 550.736, 'duration': 5.487}], 'summary': 'Zonal resources offer higher availability than zonal ones. to create a gcp account, visit cloud.google.com and sign in for a free trial.', 'duration': 31.598, 'max_score': 524.625, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc524625.jpg'}, {'end': 577.946, 'src': 'embed', 'start': 556.223, 'weight': 3, 'content': [{'end': 565.177, 'text': 'you need to accept the terms and conditions of google and after that you have access to all the cloud platform products with the $300 credit,', 'start': 556.223, 'duration': 8.954}, {'end': 568.399, 'text': 'which can be used across for a span of 12 months.', 'start': 565.177, 'duration': 3.222}, {'end': 576.064, 'text': 'There are no auto recharge after the trial ends and after that you agree the terms and conditions you will be directed to this page.', 'start': 568.939, 'duration': 7.125}, {'end': 577.946, 'text': 'Now just go to console.', 'start': 576.825, 'duration': 1.121}], 'summary': 'Accept google terms for $300 credit, valid for 12 months, no auto recharge.', 'duration': 21.723, 'max_score': 556.223, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc556223.jpg'}], 'start': 415.037, 'title': 'Google cloud platform services', 'summary': "Provides an overview of google cloud platform's rapid growth, suite of services, and 15 regional availability, with at least three zones each, offering low network latency under 5 milliseconds and $300 credit for a 12-month trial period.", 'chapters': [{'end': 468.964, 'start': 415.037, 'title': 'Google cloud platform services overview', 'summary': 'Highlights the rapid growth of google cloud platform, its suite of cloud computing services and management tools, and the major services it offers, such as compute, storage, database, networking, big data, developer tools, identity and security, internet of things, cloud ai, and management and data transfer tools.', 'duration': 53.927, 'highlights': ['Google has the highest growth rate among crowd providers, outpacing others in the industry.', 'Google Cloud Platform offers a suite of cloud computing services and management tools.', 'The major services offered by Google Cloud Platform are compute, storage, database, networking, big data, developer tools, identity and security, Internet of Things, cloud AI, and management and data transfer tools.']}, {'end': 599.981, 'start': 469.759, 'title': 'Google cloud platform overview', 'summary': 'Introduces google cloud platform (gcp) services available in 15 regions, each with at least three zones, offering low network latency of under 5 milliseconds and $300 credit for a 12-month trial period, enabling users to access various cloud platform products.', 'duration': 130.222, 'highlights': ['GCP offers services in 15 regions with at least three zones per region, providing low network latency of under 5 milliseconds, ensuring high availability (e.g., app engine application).', 'Users can create a GCP account for a 12-month trial period with $300 credit, accessible across all cloud platform products, on accepting terms and conditions on cloud.google.com.', 'The GCP dashboard provides a summary of platform services, project info, resources, API requests, platform status, billing, and error reporting, along with news and documentation.']}], 'duration': 184.944, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc415037.jpg', 'highlights': ['Google has the highest growth rate among cloud providers, outpacing others in the industry.', 'Google Cloud Platform offers a suite of cloud computing services and management tools.', 'GCP offers services in 15 regions with at least three zones per region, providing low network latency of under 5 milliseconds, ensuring high availability (e.g., app engine application).', 'Users can create a GCP account for a 12-month trial period with $300 credit, accessible across all cloud platform products, on accepting terms and conditions on cloud.google.com.']}, {'end': 1002.576, 'segs': [{'end': 671.24, 'src': 'embed', 'start': 619.537, 'weight': 3, 'content': [{'end': 625.981, 'text': "Google Cloud Compute Engine delivers virtual machines running on Google's innovative data center and worldwide fiber network.", 'start': 619.537, 'duration': 6.444}, {'end': 631.676, 'text': 'Google App Engine is a platform for building scalable web application and mobile IOT backends.', 'start': 626.795, 'duration': 4.881}, {'end': 638.899, 'text': 'App Engine provides you with built-in services and APIs such as NoSQL database, memcache and a user authentication API.', 'start': 632.097, 'duration': 6.802}, {'end': 644.5, 'text': 'App Engine will scale your application automatically in response to the amount of traffic it receives.', 'start': 639.559, 'duration': 4.941}, {'end': 646.961, 'text': 'So you only pay for the resources you use.', 'start': 644.9, 'duration': 2.061}, {'end': 650.082, 'text': 'Just upload your code and Google will manage your apps availability.', 'start': 647.201, 'duration': 2.881}, {'end': 654.352, 'text': "Now Google's Kubernetes engine is a powerful cluster manager.", 'start': 651.371, 'duration': 2.981}, {'end': 661.676, 'text': 'Kubernetes engine schedules your containers into clusters, keep them healthy, and manages them automatically based on the requirements you define.', 'start': 654.833, 'duration': 6.843}, {'end': 669.339, 'text': 'It is based on Kubernetes, the leading open source container system, giving you the flexibility to take the advantage of on-premise,', 'start': 662.176, 'duration': 7.163}, {'end': 671.24, 'text': 'hybrid or public cloud infrastructure.', 'start': 669.339, 'duration': 1.901}], 'summary': 'Google cloud offers compute engine and app engine for scalable web applications, with automatic scaling and pay-as-you-go pricing.', 'duration': 51.703, 'max_score': 619.537, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc619537.jpg'}, {'end': 733.768, 'src': 'heatmap', 'start': 700.838, 'weight': 0.703, 'content': [{'end': 702.038, 'text': 'With Google functions,', 'start': 700.838, 'duration': 1.2}, {'end': 708.199, 'text': 'you can construct applications from bite-sized business logic built to nearest 100 milliseconds only while your code is running.', 'start': 702.038, 'duration': 6.161}, {'end': 711.623, 'text': 'Now coming on to the networking services.', 'start': 709.582, 'duration': 2.041}, {'end': 717.484, 'text': 'With virtual private cloud VPC network, you can provision your Google platform resources,', 'start': 712.243, 'duration': 5.241}, {'end': 722.066, 'text': 'connect them to each other using Google-owned global network and isolate them from one another.', 'start': 717.484, 'duration': 4.582}, {'end': 728.828, 'text': 'You can also define fine-grained networking policies with cloud platform on on-premise or other public cloud infrastructure.', 'start': 722.486, 'duration': 6.342}, {'end': 733.768, 'text': 'You can scale your application on Google Compute Engine with the Google Cloud Load Balancing.', 'start': 729.986, 'duration': 3.782}], 'summary': 'Google functions run in 100ms, vpc isolates resources, load balancing for scaling.', 'duration': 32.93, 'max_score': 700.838, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc700838.jpg'}, {'end': 826.045, 'src': 'embed', 'start': 808.029, 'weight': 2, 'content': [{'end': 820.426, 'text': "Google Cloud Storage redefines what the industries can expect from online storage by providing an undefined offering across the availability spectrum from live data tapped by today's most demanding application to cloud archival solution.", 'start': 808.029, 'duration': 12.397}, {'end': 826.045, 'text': 'Now. Cloud SQL is a fully managed database service that makes it easy to set up, maintain,', 'start': 821.44, 'duration': 4.605}], 'summary': 'Google cloud storage offers a versatile storage solution across the availability spectrum, while cloud sql is a fully managed database service.', 'duration': 18.016, 'max_score': 808.029, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc808029.jpg'}, {'end': 918.229, 'src': 'embed', 'start': 891.425, 'weight': 1, 'content': [{'end': 896.471, 'text': 'Now. with Google Cloud Platform, you can focus on finding insights rather than managing your infrastructure,', 'start': 891.425, 'duration': 5.046}, {'end': 901.897, 'text': 'and you can combine cloud native services with open source tools, as needed, both in batch and stream mode.', 'start': 896.471, 'duration': 5.426}, {'end': 904.34, 'text': 'Here is where big data comes into picture.', 'start': 902.338, 'duration': 2.002}, {'end': 909.323, 'text': "Google BigQuery is Google's fully managed low-cost analytics data warehouse.", 'start': 905.02, 'duration': 4.303}, {'end': 911.024, 'text': 'BigQuery is serverless.', 'start': 909.924, 'duration': 1.1}, {'end': 918.229, 'text': 'There is no infrastructure to manage, no need to guess the needed capacity or over-provision, and you do not need a database administrator.', 'start': 911.044, 'duration': 7.185}], 'summary': 'Google cloud platform offers serverless bigquery for low-cost analytics, eliminating infrastructure management and the need for database administrators.', 'duration': 26.804, 'max_score': 891.425, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc891425.jpg'}, {'end': 997.804, 'src': 'embed', 'start': 972.813, 'weight': 0, 'content': [{'end': 986.659, 'text': "Google Cloud AutoML is a suite of machine learning products that enables developer with limited machine learning expertise to train high quality models by leveraging Google's state-of-the-art transfer learning and neural architecture search technology.", 'start': 972.813, 'duration': 13.846}, {'end': 987.96, 'text': 'Google Cloud.', 'start': 987.419, 'duration': 0.541}, {'end': 997.804, 'text': 'TPUs are a family of hardware accelerators that Google designed and optimized specifically to speed up and scale up machine learning workloads for training and inference program with TensorFlow.', 'start': 987.96, 'duration': 9.844}], 'summary': 'Google cloud automl enables developers to train high-quality models. tpus speed up machine learning workloads for tensorflow.', 'duration': 24.991, 'max_score': 972.813, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc972813.jpg'}], 'start': 601.122, 'title': 'Google cloud services overview', 'summary': 'Provides an overview of google cloud platform (gcp) services, such as compute, google app engine, kubernetes engine, google cloud container registry, google functions, networking services, storage, databases, big data tools, and machine learning products, highlighting features such as customizable virtual machines, scalable web applications, pay-as-you-go model, and the flexibility of kubernetes for container management, along with the benefits of the mentioned services.', 'chapters': [{'end': 671.24, 'start': 601.122, 'title': 'Google cloud services overview', 'summary': 'Provides an overview of google cloud platform (gcp) services, including compute, google app engine, and kubernetes engine, highlighting features such as customizable virtual machines, scalable web applications, pay-as-you-go model, and the flexibility of kubernetes for container management.', 'duration': 70.118, 'highlights': ['Google App Engine provides built-in services like NoSQL database and memcache, and automatically scales applications in response to traffic, allowing users to pay only for resources used.', "Google Cloud Compute Engine offers highly customizable virtual machines and the option to deploy code directly or via containers, running on Google's innovative data center and worldwide fiber network.", "Google's Kubernetes Engine is a powerful cluster manager based on Kubernetes, offering flexibility for on-premise, hybrid, or public cloud infrastructure."]}, {'end': 1002.576, 'start': 672.641, 'title': 'Google cloud services overview', 'summary': 'Provides an overview of google cloud services, including google cloud container registry, google functions, networking services, storage and databases, big data tools, and machine learning products, emphasizing their features and benefits.', 'duration': 329.935, 'highlights': ['Google Cloud Storage redefines online storage with offerings across the availability spectrum from live data to cloud archival solutions. Google Cloud Storage offers a wide range of storage options, catering to the needs of demanding applications and cloud archival solutions.', 'Google BigQuery is a fully managed, low-cost analytics data warehouse, providing a serverless environment for data analysis without the need for infrastructure management or database administration. Google BigQuery offers a fully managed and cost-effective analytics data warehouse with a serverless environment, eliminating the need for infrastructure management or database administration.', "Google Cloud AutoML enables developers with limited machine learning expertise to train high-quality models using Google's state-of-the-art transfer learning and neural architecture search technology. Google Cloud AutoML empowers developers with limited machine learning expertise to train high-quality models through advanced transfer learning and neural architecture search technology."]}], 'duration': 401.454, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc601122.jpg', 'highlights': ['Google Cloud AutoML empowers developers with limited machine learning expertise to train high-quality models through advanced transfer learning and neural architecture search technology.', 'Google BigQuery offers a fully managed and cost-effective analytics data warehouse with a serverless environment, eliminating the need for infrastructure management or database administration.', 'Google Cloud Storage redefines online storage with offerings across the availability spectrum from live data to cloud archival solutions, catering to the needs of demanding applications and cloud archival solutions.', "Google's Kubernetes Engine is a powerful cluster manager based on Kubernetes, offering flexibility for on-premise, hybrid, or public cloud infrastructure.", "Google Cloud Compute Engine offers highly customizable virtual machines and the option to deploy code directly or via containers, running on Google's innovative data center and worldwide fiber network.", 'Google App Engine provides built-in services like NoSQL database and memcache, and automatically scales applications in response to traffic, allowing users to pay only for resources used.']}, {'end': 1346.398, 'segs': [{'end': 1063.315, 'src': 'embed', 'start': 1002.576, 'weight': 0, 'content': [{'end': 1009.941, 'text': 'large-scale machine learning models that cover a broad set of scenarios, from building sophisticated regression models to image classification.', 'start': 1002.576, 'duration': 7.365}, {'end': 1014.485, 'text': 'It is portable, fully managed and integrated with other Google Cloud data platforms.', 'start': 1010.402, 'duration': 4.083}, {'end': 1019.749, 'text': 'It also offers powerful video and image analysis along with the best speech and text recognition.', 'start': 1014.945, 'duration': 4.804}, {'end': 1023.349, 'text': 'Coming on to identity and security.', 'start': 1021.167, 'duration': 2.182}, {'end': 1031.075, 'text': 'Google Cloud Identity and Access Management, which is the IAM, lets administrator authorize who can take action on specific resources,', 'start': 1023.349, 'duration': 7.726}, {'end': 1034.498, 'text': 'giving you full control and visibility to manage cloud resources centrally.', 'start': 1031.075, 'duration': 3.423}, {'end': 1041.444, 'text': 'For established enterprises with complex organizational structures, hundreds of work groups and potentially many more projects.', 'start': 1035.098, 'duration': 6.346}, {'end': 1049.891, 'text': 'the Cloud IAM provides a unified view into security policy across your entire organization, with built-in auditing to ease compliance processes.', 'start': 1041.444, 'duration': 8.447}, {'end': 1058.55, 'text': 'Now coming on to monitoring tools, Stackdriver delivers real-time monitoring and logging across GCP plus useful diagnostic tools.', 'start': 1051.542, 'duration': 7.008}, {'end': 1063.315, 'text': 'Manage your apps on GCP with the web-based console, mobile app or cloud shell.', 'start': 1059.03, 'duration': 4.285}], 'summary': 'Google cloud offers large-scale machine learning models, fully managed identity and access management, and real-time monitoring tools across gcp.', 'duration': 60.739, 'max_score': 1002.576, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc1002576.jpg'}, {'end': 1187.084, 'src': 'heatmap', 'start': 1086.916, 'weight': 0.863, 'content': [{'end': 1091.401, 'text': "So let's go ahead and look at the various resources and the services provided by Google.", 'start': 1086.916, 'duration': 4.485}, {'end': 1098.126, 'text': 'Here you can see on the left hand side you have a tab on which you have the compute services, the storage services,', 'start': 1092.102, 'duration': 6.024}, {'end': 1103.409, 'text': 'the networking services stack driver and the various developer and management tools.', 'start': 1098.126, 'duration': 5.283}, {'end': 1109.293, 'text': 'Here you have the big data tools, you have the IoT services and also various other services.', 'start': 1103.849, 'duration': 5.444}, {'end': 1113.115, 'text': "So first of all, let's go ahead and create a VM instance.", 'start': 1110.033, 'duration': 3.082}, {'end': 1115.277, 'text': 'This can be done in the compute part.', 'start': 1113.616, 'duration': 1.661}, {'end': 1118.739, 'text': 'Just go to the compute engine, click on the VM instances.', 'start': 1115.937, 'duration': 2.802}, {'end': 1121.965, 'text': 'Click on create as you can see here.', 'start': 1120.003, 'duration': 1.962}, {'end': 1124.026, 'text': 'You can provide the name for the instance.', 'start': 1122.005, 'duration': 2.021}, {'end': 1125.127, 'text': 'select the zone.', 'start': 1124.026, 'duration': 1.101}, {'end': 1128.51, 'text': 'your instance should be present according to your needs.', 'start': 1125.127, 'duration': 3.383}, {'end': 1133.414, 'text': 'you can also select the machine type, and Every other machine time has a different billing amount here.', 'start': 1128.51, 'duration': 4.904}, {'end': 1135.615, 'text': "I'm going to select the small one.", 'start': 1133.434, 'duration': 2.181}, {'end': 1141.48, 'text': 'You can also select the board disk image or be the base OS of the VM you are going to create.', 'start': 1135.615, 'duration': 5.865}, {'end': 1142.481, 'text': "here I'm selecting CentOS,", 'start': 1141.48, 'duration': 1.001}, {'end': 1150.563, 'text': 'and then you just need to tap on this create button and within minutes I should say within seconds your instance will be created.', 'start': 1143.797, 'duration': 6.766}, {'end': 1153.906, 'text': 'As you can see the instance was created within seconds.', 'start': 1151.463, 'duration': 2.443}, {'end': 1156.267, 'text': "Now, let's go ahead and fire up this instance.", 'start': 1154.466, 'duration': 1.801}, {'end': 1163.734, 'text': "It's a virtual machine having the base image of CentOS 7.", 'start': 1158.97, 'duration': 4.764}, {'end': 1165.255, 'text': "So let's first update the system.", 'start': 1163.734, 'duration': 1.521}, {'end': 1173.229, 'text': 'As you can see here, we have the virtual keyboard, We have the settings.', 'start': 1168.878, 'duration': 4.351}, {'end': 1176.252, 'text': 'we can change the color, themes, the text size, the form.', 'start': 1173.229, 'duration': 3.023}, {'end': 1179.676, 'text': 'you can upload or download a file very easily.', 'start': 1176.252, 'duration': 3.424}, {'end': 1183.6, 'text': 'Now sent OS 7 comes with a pre-installed Java 8..', 'start': 1179.676, 'duration': 3.924}, {'end': 1187.084, 'text': "Let's go and check if that's the case here There's no Java.", 'start': 1183.6, 'duration': 3.484}], 'summary': 'Google provides compute, storage, and networking services. creating a vm instance takes seconds, with options for machine type and os.', 'duration': 100.168, 'max_score': 1086.916, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc1086916.jpg'}, {'end': 1165.255, 'src': 'embed', 'start': 1122.005, 'weight': 3, 'content': [{'end': 1124.026, 'text': 'You can provide the name for the instance.', 'start': 1122.005, 'duration': 2.021}, {'end': 1125.127, 'text': 'select the zone.', 'start': 1124.026, 'duration': 1.101}, {'end': 1128.51, 'text': 'your instance should be present according to your needs.', 'start': 1125.127, 'duration': 3.383}, {'end': 1133.414, 'text': 'you can also select the machine type, and Every other machine time has a different billing amount here.', 'start': 1128.51, 'duration': 4.904}, {'end': 1135.615, 'text': "I'm going to select the small one.", 'start': 1133.434, 'duration': 2.181}, {'end': 1141.48, 'text': 'You can also select the board disk image or be the base OS of the VM you are going to create.', 'start': 1135.615, 'duration': 5.865}, {'end': 1142.481, 'text': "here I'm selecting CentOS,", 'start': 1141.48, 'duration': 1.001}, {'end': 1150.563, 'text': 'and then you just need to tap on this create button and within minutes I should say within seconds your instance will be created.', 'start': 1143.797, 'duration': 6.766}, {'end': 1153.906, 'text': 'As you can see the instance was created within seconds.', 'start': 1151.463, 'duration': 2.443}, {'end': 1156.267, 'text': "Now, let's go ahead and fire up this instance.", 'start': 1154.466, 'duration': 1.801}, {'end': 1163.734, 'text': "It's a virtual machine having the base image of CentOS 7.", 'start': 1158.97, 'duration': 4.764}, {'end': 1165.255, 'text': "So let's first update the system.", 'start': 1163.734, 'duration': 1.521}], 'summary': 'Instance creation process completed in seconds with centos 7 base image.', 'duration': 43.25, 'max_score': 1122.005, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc1122005.jpg'}, {'end': 1267.087, 'src': 'embed', 'start': 1217.262, 'weight': 5, 'content': [{'end': 1222.745, 'text': 'In the similar manner, you can input the name of the cluster, select the region where it should belong and the zone.', 'start': 1217.262, 'duration': 5.483}, {'end': 1227.347, 'text': 'You have the cluster mode which is single node, one master, zero worker standard.', 'start': 1223.225, 'duration': 4.122}, {'end': 1234.831, 'text': 'You can easily deploy one master and n number of workers and highly available which have three masters and n number of workers.', 'start': 1227.667, 'duration': 7.164}, {'end': 1240.314, 'text': 'So this is the master machine which is one CPU and 3.75 GB memory.', 'start': 1235.751, 'duration': 4.563}, {'end': 1244.236, 'text': "I don't need this much of space and 100 GB is fine.", 'start': 1241.474, 'duration': 2.762}, {'end': 1250.043, 'text': 'now for the replication factor which is defined here is 2, which is minimum 2.', 'start': 1245.422, 'duration': 4.621}, {'end': 1254.464, 'text': 'you can also set the disk image size of the replicas.', 'start': 1250.043, 'duration': 4.421}, {'end': 1256.585, 'text': "let's go ahead and change this now.", 'start': 1254.464, 'duration': 2.121}, {'end': 1263.586, 'text': 'just tap on create and within minutes you will have your cluster up and running.', 'start': 1256.585, 'duration': 7.001}, {'end': 1267.087, 'text': "so while the cluster is being created, let's go ahead and check out the dashboard.", 'start': 1263.586, 'duration': 3.501}], 'summary': 'Option to deploy single or highly available cluster; 1 cpu, 3.75gb memory; 100gb space; minimum 2 replicas; easy and quick cluster creation.', 'duration': 49.825, 'max_score': 1217.262, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc1217262.jpg'}, {'end': 1324.981, 'src': 'embed', 'start': 1293.934, 'weight': 7, 'content': [{'end': 1298.818, 'text': 'yeah, you can see the cluster is created and suppose I want to submit any type of job.', 'start': 1293.934, 'duration': 4.884}, {'end': 1303.261, 'text': 'you just need to go to the jobs, submit a job, select your cluster.', 'start': 1298.818, 'duration': 4.443}, {'end': 1309.226, 'text': 'you can select the job type, which is Hadoop, Spark, Hive, PySpark, Spark, SQL or Pig.', 'start': 1303.261, 'duration': 5.965}, {'end': 1315.811, 'text': 'you can enter the main class or the jar, the arguments you want to pass or the jar files needed to submit a job,', 'start': 1309.226, 'duration': 6.585}, {'end': 1318.973, 'text': 'and this you need to click on the submit button and the job will start running.', 'start': 1315.811, 'duration': 3.162}, {'end': 1324.981, 'text': "We'll learn more about these features and services in the upcoming videos.", 'start': 1321.678, 'duration': 3.303}], 'summary': 'Easily submit various job types to a created cluster, with specified main class, jar, and arguments.', 'duration': 31.047, 'max_score': 1293.934, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc1293934.jpg'}], 'start': 1002.576, 'title': 'Google cloud platform and dataproc cluster creation', 'summary': 'Provides an overview of google cloud platform, highlighting features such as large-scale machine learning, cloud iam for security, and stackdriver for monitoring. it also discusses the process of creating a dataproc cluster on gcp, including specifying cluster configurations, checking the cluster status, and submitting jobs, showcasing ease of job selection and submission.', 'chapters': [{'end': 1193.955, 'start': 1002.576, 'title': 'Google cloud platform overview', 'summary': 'Highlights the features of google cloud platform, including large-scale machine learning models, cloud iam for security and stackdriver for monitoring, along with a walkthrough on creating a vm instance and installing java on centos 7.', 'duration': 191.379, 'highlights': ['Google Cloud Platform offers large-scale machine learning models for various scenarios, including regression models and image classification, along with powerful video and image analysis, speech, and text recognition. The platform provides a broad set of machine learning models and analysis capabilities, covering regression, image classification, video and image analysis, as well as speech and text recognition.', 'Cloud IAM provides centralized, unified authorization and visibility for managing cloud resources, with built-in auditing for compliance processes, suitable for enterprises with complex organizational structures and numerous projects. Google Cloud IAM offers centralized authorization and visibility for managing cloud resources, with built-in auditing for compliance, catering to enterprises with complex structures and multiple projects.', 'Stackdriver delivers real-time monitoring, logging, and diagnostic tools across Google Cloud Platform, enhancing the management of applications through web-based console, mobile app, or cloud shell. Stackdriver provides real-time monitoring, logging, and diagnostic tools across GCP, improving application management through various interfaces.', 'The walkthrough on creating a VM instance demonstrates selecting machine types, zones, and disk images, showcasing the ease and flexibility of provisioning virtual machines on Google Cloud Platform. The demonstration illustrates the process of creating a VM instance, including selecting machine types, zones, and disk images, highlighting the flexibility and ease of provisioning VMs on GCP.', 'The installation of Java on CentOS 7 is showcased, demonstrating the ease and speed of installing software on a virtual machine instance. The installation of Java on CentOS 7 is demonstrated, emphasizing the simplicity and speed of installing software on a virtual machine instance.']}, {'end': 1346.398, 'start': 1194.376, 'title': 'Creating dataproc cluster on gcp', 'summary': 'Discusses the process of creating a dataproc cluster on gcp, including specifying cluster configurations, checking the cluster status, and submitting jobs, showcasing the ability to select job type, enter main class or jar, and submit the job with ease.', 'duration': 152.022, 'highlights': ['You can easily deploy one master and n number of workers and highly available which have three masters and n number of workers. This is the master machine which is one CPU and 3.75 GB memory. (Deploying cluster configurations: single node, one master, zero worker standard; specifying machine specifications)', "The cluster's disk image size of the replicas can be set, and the replication factor is defined with a minimum of 2. (Configuring disk image size and replication factor)", 'You can see the cluster is created and submit any type of job by selecting the job type, entering the main class or the jar, and clicking on the submit button. (Submitting jobs to the created cluster)']}], 'duration': 343.822, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/_Q0tRI5hMnc/pics/_Q0tRI5hMnc1002576.jpg', 'highlights': ['Google Cloud Platform offers large-scale machine learning models for various scenarios, including regression models and image classification, along with powerful video and image analysis, speech, and text recognition.', 'Cloud IAM provides centralized, unified authorization and visibility for managing cloud resources, with built-in auditing for compliance processes, suitable for enterprises with complex organizational structures and numerous projects.', 'Stackdriver delivers real-time monitoring, logging, and diagnostic tools across Google Cloud Platform, enhancing the management of applications through web-based console, mobile app, or cloud shell.', 'The walkthrough on creating a VM instance demonstrates selecting machine types, zones, and disk images, showcasing the ease and flexibility of provisioning virtual machines on Google Cloud Platform.', 'The installation of Java on CentOS 7 is showcased, demonstrating the ease and speed of installing software on a virtual machine instance.', 'You can easily deploy one master and n number of workers and highly available which have three masters and n number of workers. This is the master machine which is one CPU and 3.75 GB memory.', "The cluster's disk image size of the replicas can be set, and the replication factor is defined with a minimum of 2.", 'You can see the cluster is created and submit any type of job by selecting the job type, entering the main class or the jar, and clicking on the submit button.']}], 'highlights': ['Google Cloud Platform offers large-scale machine learning models for various scenarios, including regression models and image classification, along with powerful video and image analysis, speech, and text recognition.', 'Google Cloud AI offers modern machine learning services with pre-trained models and tailored models for better training performance and increased accuracy.', 'Google Cloud Platform provides an IoT specific intelligent platform for easy and secure connection, management, and ingestion of IoT data at a large scale, with real-time processing, analysis, and visualization.', "Google Cloud Platform's cross-cloud API platform enables businesses to unlock the value of data, deliver modern applications, and build powerful ecosystems, facilitating modern application development and data utilization.", 'Google Cloud Platform offers serverless computing, abstracting away the complexity associated with managing servers for mobile and API backends, providing rapid time to market and dynamic resource provisioning based on application requirements.', 'Google Cloud Platform provides fully managed data warehousing, batch and stream processing, data exploration, with added Hadoop and Spark specific configuration, and reliable messaging, enabling comprehensive big data processing and analysis.', 'Google Cloud AutoML empowers developers with limited machine learning expertise to train high-quality models through advanced transfer learning and neural architecture search technology.', 'Google BigQuery offers a fully managed and cost-effective analytics data warehouse with a serverless environment, eliminating the need for infrastructure management or database administration.', 'Google Cloud Storage redefines online storage with offerings across the availability spectrum from live data to cloud archival solutions, catering to the needs of demanding applications and cloud archival solutions.', "Google's Kubernetes Engine is a powerful cluster manager based on Kubernetes, offering flexibility for on-premise, hybrid, or public cloud infrastructure.", "Google Cloud Compute Engine offers highly customizable virtual machines and the option to deploy code directly or via containers, running on Google's innovative data center and worldwide fiber network.", 'Google App Engine provides built-in services like NoSQL database and memcache, and automatically scales applications in response to traffic, allowing users to pay only for resources used.', 'Google has the highest growth rate among cloud providers, outpacing others in the industry.', 'Google Cloud Platform offers a suite of cloud computing services and management tools.', 'GCP offers services in 15 regions with at least three zones per region, providing low network latency of under 5 milliseconds, ensuring high availability (e.g., app engine application).', 'Users can create a GCP account for a 12-month trial period with $300 credit, accessible across all cloud platform products, on accepting terms and conditions on cloud.google.com.', 'The chapter covers the basic needs of cloud computing and understanding what cloud computing is.', 'It discusses the various services provided by GCP and the different regions and zones where it is present.', 'The chapter also includes the process of creating an account on GCP and learning how to create a project and work on it.', 'The company faced challenges in expanding its business, including unexpected rise in website and app traffic, scalability issues, and server problems.', "The need for fast, 24-7 uptime systems and additional security features for customer visiting the sites and app added to the company's requirements and costs.", 'The company bought 100 servers but realized that on average, only 50% of the servers were used, leading to inefficient resource utilization and waste of money.', 'Stackdriver delivers real-time monitoring, logging, and diagnostic tools across Google Cloud Platform, enhancing the management of applications through web-based console, mobile app, or cloud shell.', 'The walkthrough on creating a VM instance demonstrates selecting machine types, zones, and disk images, showcasing the ease and flexibility of provisioning virtual machines on Google Cloud Platform.', 'The installation of Java on CentOS 7 is showcased, demonstrating the ease and speed of installing software on a virtual machine instance.', 'You can easily deploy one master and n number of workers and highly available which have three masters and n number of workers. This is the master machine which is one CPU and 3.75 GB memory.', "The cluster's disk image size of the replicas can be set, and the replication factor is defined with a minimum of 2.", 'You can see the cluster is created and submit any type of job by selecting the job type, entering the main class or the jar, and clicking on the submit button.']}