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

description
🔥 Cloud Architect Masters Program (Discount Coupon - YTBE15):https://www.simplilearn.com/cloud-solutions-architect-masters-program-training?utm_campaign=23AugustTubebuddyExpCC&utm_medium=DescriptionFF&utm_source=youtube 🔥 IIT Guwahati Professional Certificate Program In Cloud Computing And DevOps (India Only): https://www.simplilearn.com/professional-certificate-program-cloud-computing-devops?utm_campaign=GCPFS08May22&utm_medium=DescriptionFF&utm_source=youtube 🔥Caltech Cloud Computing Bootcamp (US Only): https://www.simplilearn.com/cloud-computing-bootcamp-certification-course?utm_campaign=GCPFS08May22&utm_medium=DescriptionFF&utm_source=youtube The Google Cloud Platform Tutorial video will cover all the important concepts of Google Cloud Platform. Google Cloud Platform is a set of cloud computing services provided by Google that runs on the same infrastructure that Google uses for its end-user products like YouTube, Gmail, and more. In this video, we will be looking into what is GCP? GCP tutorial, AWS vs GCP, GCP web hosting, Google cloud ML, GCP fundamentals, Google Cloud Platform Fundamentals (CP100A) Certification Training. What is GCP? GCP Tutorial AWS vs GCP GCP Web Hosting Google Cloud ML Google Cloud Platform Certificate Training ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Google Cloud Platform(GCP) tutorial videos: https://bit.ly/35r8IPg #GoogleCloudPlatformTutorial #GoogleCloudPlatformFullCourse #GoogleCloudTutorial #GoogleCloudPlatformTutorialForBeginners #CloudComputing #Simplilearn ➡️ About Post Graduate Program In Cloud Computing This Post Graduate Program in Cloud Computing helps you become an expert in designing, planning, and scaling cloud implementations. Our Cloud Computing course helps you master the core skill sets required to design and deploy dynamically scalable and reliable applications on three popular cloud platform providers: Microsoft Azure, AWS, and GCP. ✅ Key Features - Caltech CTME Post Graduate Certificate - Enrolment in Simplilearn’s JobAssist - Receive up to 30 CEUs from Caltech CTME - Simplilearn's JobAssist helps you get noticed by top hiring companies - Attend Masterclasses from Caltech CTME instructors - Live virtual classes led by industry experts, hands-on projects and integrated labs - Online Convocation by Caltech CTME Program Director - 40+ Hands-On Projects and Integrated Labs - Capstone Project in 4 Domains - Caltech CTME Circle Membership ✅ Skills Covered - Cloud Provider Selection - Application Migration - Performance Testing - Cloud Workloads - Identity Access Management - Autoscaling - Disaster Recovery - Web Services and API - Cloud Migration and Deployment - Database Management - MultiCloud Deployment - Storage Services 👉 Learn More At: https://www.simplilearn.com/pgp-cloud-computing-certification-training-course?utm_campaign=GCPFS08May22&utm_medium=Description&utm_source=youtube 🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688

detail
{'title': 'Google Cloud Platform Full Course | Google Cloud Platform Tutorial | Cloud Computing | Simplilearn', 'heatmap': [{'end': 10056.373, 'start': 9911.963, 'weight': 1}, {'end': 14366, 'start': 14222.34, 'weight': 0.821}], 'summary': 'Provides a comprehensive tutorial on google cloud platform, covering basics, comparison with aws and azure, gcp web hosting, cloud ml, and success stories like ferrero utilizing gcp. it also discusses setting up and managing vm instances, compute and storage management, storage classes, infrastructure overview, compute services, bigtable, cloud sql, comparison between gcp and aws, and leveraging gcp for website success.', 'chapters': [{'end': 1030.855, 'segs': [{'end': 40.507, 'src': 'embed', 'start': 14.764, 'weight': 2, 'content': [{'end': 19.568, 'text': 'Hello everyone, welcome to this interesting video on Google Cloud Platform full course.', 'start': 14.764, 'duration': 4.804}, {'end': 27.215, 'text': 'In this video, we will explore and understand all the important concepts revolving around Google Cloud Platform,', 'start': 20.369, 'duration': 6.846}, {'end': 39.707, 'text': 'starting with the basics of what is GCP and its following concepts, like GCP domains comprising various services like compute storage, networking,', 'start': 27.215, 'duration': 12.492}, {'end': 40.507, 'text': 'IoT, etc.', 'start': 39.707, 'duration': 0.8}], 'summary': 'Introduction to google cloud platform with comprehensive coverage of gcp domains and services.', 'duration': 25.743, 'max_score': 14.764, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5014764.jpg'}, {'end': 249.188, 'src': 'embed', 'start': 222.697, 'weight': 3, 'content': [{'end': 229.139, 'text': 'And these are the prominent models which are offered by different cloud providers, such as Google Cloud.', 'start': 222.697, 'duration': 6.442}, {'end': 239.863, 'text': 'such as Google, you have Amazon, you have Azure, and also some organizations build their own private clouds using open source OpenStack.', 'start': 229.139, 'duration': 10.724}, {'end': 249.188, 'text': "let's focus more on google cloud platform and what it has to offer and how it is gaining popularity in the market,", 'start': 240.683, 'duration': 8.505}], 'summary': 'Prominent cloud models offered by google, amazon, azure, and openstack gaining popularity in the market.', 'duration': 26.491, 'max_score': 222.697, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit50222697.jpg'}, {'end': 525.757, 'src': 'embed', 'start': 498.05, 'weight': 11, 'content': [{'end': 505.016, 'text': "when we talk about speed, we don't need to really challenge this aspect when it comes to google services.", 'start': 498.05, 'duration': 6.966}, {'end': 510.882, 'text': 'so google provides its google cloud and google app customer speed up to 10 terabytes.', 'start': 505.016, 'duration': 5.866}, {'end': 513.504, 'text': 'because of its faster cable system.', 'start': 510.882, 'duration': 2.622}, {'end': 519.229, 'text': 'there are different kind of machines which can be used if you are talking about computation,', 'start': 513.504, 'duration': 5.725}, {'end': 525.757, 'text': 'if you are talking about memory hungry applications or even storage-intensive workloads.', 'start': 519.229, 'duration': 6.528}], 'summary': 'Google offers up to 10 terabytes speed for google cloud and app customers.', 'duration': 27.707, 'max_score': 498.05, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit50498050.jpg'}, {'end': 882.422, 'src': 'embed', 'start': 834.401, 'weight': 4, 'content': [{'end': 844.247, 'text': 'So various services under this are VPC that stands for Virtual Private Cloud You have Cloud Load Balancing, Cloud Armor, Cloud CDN.', 'start': 834.401, 'duration': 9.846}, {'end': 848.79, 'text': 'You have Cloud Interconnect, DNS, and Network Service tiers.', 'start': 844.547, 'duration': 4.243}, {'end': 855.375, 'text': 'When we talk about the Big Data Service, this allows us to process and query big data in cloud.', 'start': 849.25, 'duration': 6.125}, {'end': 858.337, 'text': 'Now various services under these are as follows.', 'start': 856.095, 'duration': 2.242}, {'end': 869.007, 'text': 'You have BigQuery, Cloud, Cloud Dataproc, Cloud Composer, Cloud Datalab, Cloud Dataprep, Cloud PubSub, which is publish and subscribing system.', 'start': 858.477, 'duration': 10.53}, {'end': 870.789, 'text': 'You have Cloud Data Studio.', 'start': 869.287, 'duration': 1.502}, {'end': 879.999, 'text': 'now you also have the developer tools, and developer tools service includes tools related to development of an application.', 'start': 871.189, 'duration': 8.81}, {'end': 882.422, 'text': 'now, various services under these are as follows.', 'start': 879.999, 'duration': 2.423}], 'summary': 'Google cloud offers vpc, big data service, and developer tools for application development.', 'duration': 48.021, 'max_score': 834.401, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit50834401.jpg'}, {'end': 962.403, 'src': 'embed', 'start': 931.4, 'weight': 0, 'content': [{'end': 936.041, 'text': 'You also have cloud services which are related to Internet of Things.', 'start': 931.4, 'duration': 4.641}, {'end': 945.404, 'text': 'So very much would be used by organizations who would be working on IoT devices or the data generated by these devices.', 'start': 936.542, 'duration': 8.862}, {'end': 949.565, 'text': 'So various services here are cloud IoT core.', 'start': 945.904, 'duration': 3.661}, {'end': 953.026, 'text': 'You have Edge TPU and cloud IoT.', 'start': 949.885, 'duration': 3.141}, {'end': 962.403, 'text': 'Also, when we talk about cloud AI, that is, artificial intelligence, this comprises of services related to machine learning and much more.', 'start': 953.546, 'duration': 8.857}], 'summary': 'Cloud services for iot and ai offer machine learning and edge tpu.', 'duration': 31.003, 'max_score': 931.4, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit50931400.jpg'}], 'start': 14.764, 'title': 'Google cloud platform', 'summary': 'Covers the basics, domains, comparison with aws and azure, gcp web hosting, and gcp cloud ml, with a focus on gaining certification training. it also discusses the availability of resources for learning gcp, including a 7-day free trial and pricing advantages, speed, services, big data, and key services provided with a use case example of ferrero utilizing gcp for its operations.', 'chapters': [{'end': 272.106, 'start': 14.764, 'title': 'Google cloud platform overview', 'summary': 'Covers the basics of google cloud platform, including its domains like compute, storage, and networking, a comparison between gcp, aws, and azure, and its depth concepts like gcp web hosting and gcp cloud ml, with a focus on gaining certification training.', 'duration': 257.342, 'highlights': ['The chapter covers the basics of Google Cloud Platform, including its domains like compute, storage, and networking. The video explores the fundamental concepts of GCP, such as its domains like compute, storage, networking, and IoT, with a hands-on demonstration on these services.', 'A comparison between GCP, AWS, and Azure is provided along with their individual characteristics. The chapter provides a comparison between GCP, AWS and Azure, highlighting their differences and individual strengths.', 'The chapter discusses depth concepts like GCP Web Hosting and GCP Cloud ML. The session delves into depth concepts like GCP Web Hosting and GCP Cloud ML, providing insights into these advanced topics.', 'Focus on gaining certification training for Google Cloud Platform. The chapter emphasizes the importance of gaining certification training for GCP, highlighting its relevance in the industry.']}, {'end': 496.906, 'start': 272.106, 'title': 'Google cloud: pricing and platform overview', 'summary': 'Discusses the availability of resources for learning google cloud platform, including a 7-day free trial with access to certification videos, as well as the pricing advantages of google cloud, including monthly billing and committed use discounts of up to 57%.', 'duration': 224.8, 'highlights': ['Google Cloud offers a 7-day free trial with access to certification videos for learning the platform. Users can access a 7-day free trial on cloudacademy.com/library/Google, providing access to certification videos and essential learning materials.', 'Users who create a free account on cloud.google.com receive a $300 free credit for practicing and exploring Google Cloud products. Creating a free account on cloud.google.com grants users a $300 free credit to practice, improve skills, and explore various Google Cloud products.', "Google Cloud Platform's pricing is billed according to monthly usage, offering flexibility in pricing options based on preemptive machines, reserved instances, and resources. Google Cloud Platform provides flexible pricing options based on monthly usage, including preemptive machines, reserved instances, and resources, catering to different customer requirements.", "Committed use discounts of up to 57% off regular prices are available for specific virtual CPU cores and memory, suiting different customer requirements. Google Cloud's committed use discounts offer up to 57% off regular prices for specific virtual CPU cores and memory, catering to diverse customer needs."]}, {'end': 752.211, 'start': 498.05, 'title': 'Google cloud: speed, services, and big data', 'summary': "Presents google cloud's speed of up to 10 terabytes, low latency network infrastructure, and innovative tools for big data processing and machine learning, all running on the same infrastructure as google's popular services, leading to enhanced performance and customer satisfaction.", 'duration': 254.161, 'highlights': ['Google Cloud offers speeds of up to 10 terabytes due to its faster cable system, enhancing performances and leading to customer satisfaction. Google provides its Google Cloud and Google app customers with speed up to 10 terabytes due to its faster cable system, enhancing performances and leading to customer satisfaction.', "Google's low latency network infrastructure provides high throughput-based services, allowing data processing at higher speeds for customer satisfaction. Google provides a low latency network infrastructure, allowing for high throughput-based services and data processing at higher speeds for customer satisfaction.", "Google Cloud's innovative tools for big data, such as BigQuery and real-time data processing tools like Dataflow, make it a better choice for organizations working on complex data. Google Cloud offers innovative tools for big data, such as BigQuery for massive data processing at high speeds, and real-time data processing tools like Dataflow, making it a better choice for organizations working on complex data.", "Google Cloud runs on the same infrastructure as Google's popular services like YouTube, Gmail, and Google Search, ensuring reliability and performance. Google Cloud runs on the same infrastructure as Google's popular services like YouTube, Gmail, and Google Search, ensuring reliability and performance."]}, {'end': 1030.855, 'start': 752.884, 'title': 'Google cloud platform services', 'summary': 'Provides an overview of google cloud platform domains, including key services like compute, storage, networking, big data, developer tools, identity and security, internet of things, cloud ai, and api platform, with a focus on the services and features offered within each domain, and a use case example of ferrero, the third-largest chocolate and confectionery producer worldwide, utilizing google cloud platform for its operations.', 'duration': 277.971, 'highlights': ['Google Cloud Platform domains and key services The chapter provides an overview of Google Cloud Platform domains, including key services like compute, storage, networking, big data, developer tools, identity and security, Internet of Things, cloud AI, and API platform.', 'Ferrero use case The use case example of Ferrero, the third-largest chocolate and confectionery producer worldwide, utilizing Google Cloud Platform for its operations.', 'Compute services The compute service includes App Engine, Compute Engine, Kubernetes, Cloud Functions, and Cloud Run for computing and hosting the cloud.', 'Storage and database services The storage and database service includes Cloud Storage, Cloud SQL, Cloud Bigtable, Cloud Spanner, Cloud Datastore, Persistent Disks, and Cloud Memory Store for storing media files, backups, and other file-like objects.', 'Networking services The networking service includes VPC, Cloud Load Balancing, Cloud Armor, Cloud CDN, Cloud Interconnect, DNS, and Network Service tiers for load balancing traffic across resources.']}], 'duration': 1016.091, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5014764.jpg', 'highlights': ['The chapter emphasizes the importance of gaining certification training for GCP.', 'Google Cloud offers a 7-day free trial with access to certification videos for learning the platform.', 'Google Cloud Platform provides flexible pricing options based on monthly usage, including preemptive machines, reserved instances, and resources, catering to different customer requirements.', "Google Cloud's committed use discounts offer up to 57% off regular prices for specific virtual CPU cores and memory, catering to diverse customer needs.", 'Google provides its Google Cloud and Google app customers with speed up to 10 terabytes due to its faster cable system, enhancing performances and leading to customer satisfaction.', 'Google Cloud offers innovative tools for big data, such as BigQuery for massive data processing at high speeds, and real-time data processing tools like Dataflow, making it a better choice for organizations working on complex data.', "Google Cloud runs on the same infrastructure as Google's popular services like YouTube, Gmail, and Google Search, ensuring reliability and performance.", 'The chapter provides an overview of Google Cloud Platform domains, including key services like compute, storage, networking, big data, developer tools, identity and security, Internet of Things, cloud AI, and API platform.', 'The use case example of Ferrero, the third-largest chocolate and confectionery producer worldwide, utilizing Google Cloud Platform for its operations.', 'The compute service includes App Engine, Compute Engine, Kubernetes, Cloud Functions, and Cloud Run for computing and hosting the cloud.', 'The storage and database service includes Cloud Storage, Cloud SQL, Cloud Bigtable, Cloud Spanner, Cloud Datastore, Persistent Disks, and Cloud Memory Store for storing media files, backups, and other file-like objects.', 'The networking service includes VPC, Cloud Load Balancing, Cloud Armor, Cloud CDN, Cloud Interconnect, DNS, and Network Service tiers for load balancing traffic across resources.']}, {'end': 1816.647, 'segs': [{'end': 1463.896, 'src': 'embed', 'start': 1434.844, 'weight': 6, 'content': [{'end': 1439.106, 'text': 'what are the different solutions we have here, right, when you talk about Google Cloud.', 'start': 1434.844, 'duration': 4.262}, {'end': 1448.371, 'text': 'So you can always click on See Solutions and you can look at VM Migration or SAP Cloud right by Google Cloud,', 'start': 1439.687, 'duration': 8.684}, {'end': 1454.234, 'text': 'what it can be used for VMware as a service or HPC, that is High Performance Computing.', 'start': 1448.371, 'duration': 5.863}, {'end': 1458.376, 'text': 'And about these services, we will learn in detail later.', 'start': 1454.634, 'duration': 3.742}, {'end': 1463.896, 'text': 'Now, I can go back on the same page where I was clicking on the services.', 'start': 1459.017, 'duration': 4.879}], 'summary': 'Google cloud offers solutions like vm migration, sap cloud, vmware as a service, and high performance computing.', 'duration': 29.052, 'max_score': 1434.844, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit501434844.jpg'}, {'end': 1603.044, 'src': 'embed', 'start': 1577.43, 'weight': 5, 'content': [{'end': 1587.358, 'text': 'so, for example, if I click on compute engine right and this shows me the pricing aspect of compute engine, which belongs to compute domain,', 'start': 1577.43, 'duration': 9.928}, {'end': 1590.46, 'text': 'and here you can see you have VM instance pricing.', 'start': 1587.358, 'duration': 3.102}, {'end': 1597.323, 'text': 'you have networking pricing, sole tenant nodes which are specific to particular organizations, or,', 'start': 1590.46, 'duration': 6.863}, {'end': 1603.044, 'text': 'if organizations would want to have dedicated nodes, you have GPU based pricing right.', 'start': 1597.323, 'duration': 5.721}], 'summary': 'The compute engine provides pricing for vm instances, networking, sole tenant nodes, and gpu-based pricing.', 'duration': 25.614, 'max_score': 1577.43, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit501577430.jpg'}, {'end': 1655.08, 'src': 'embed', 'start': 1624.612, 'weight': 7, 'content': [{'end': 1626.773, 'text': 'And you can basically look at all the categories.', 'start': 1624.612, 'duration': 2.161}, {'end': 1634.318, 'text': 'You can look at disk pricing, which involves your persistent disk pricing for SSDs or HDDs.', 'start': 1626.813, 'duration': 7.505}, {'end': 1642.382, 'text': 'What are the kind of images? What are the different network services? And you can always look at your machine types.', 'start': 1634.858, 'duration': 7.524}, {'end': 1644.804, 'text': 'You can choose a particular region.', 'start': 1642.663, 'duration': 2.141}, {'end': 1648.646, 'text': 'There is the concept of region and availability zones here.', 'start': 1645.604, 'duration': 3.042}, {'end': 1651.808, 'text': 'And as per region, you could look at the prices.', 'start': 1649.146, 'duration': 2.662}, {'end': 1655.08, 'text': 'You can also look at standard prices.', 'start': 1652.759, 'duration': 2.321}], 'summary': 'Explore categories like disk pricing, machine types, regions, and standard prices.', 'duration': 30.468, 'max_score': 1624.612, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit501624612.jpg'}, {'end': 1816.647, 'src': 'embed', 'start': 1787.34, 'weight': 0, 'content': [{'end': 1790.641, 'text': "Now, in my case, on the top, it says it's a free trial account.", 'start': 1787.34, 'duration': 3.301}, {'end': 1799.683, 'text': 'I have $300 credit and out of that $251 is left and 237 days out of a year are left for my account.', 'start': 1791.141, 'duration': 8.542}, {'end': 1811.304, 'text': 'Now, here I can basically see the project, right? and by default we can create a project or by default there is a project existing for any user.', 'start': 1800.003, 'duration': 11.301}, {'end': 1816.647, 'text': 'So, when you log in, it creates a particular project and you could create a new project,', 'start': 1811.584, 'duration': 5.063}], 'summary': 'Free trial account with $300 credit, $251 remaining, and 237 days left. can create projects upon login.', 'duration': 29.307, 'max_score': 1787.34, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit501787340.jpg'}], 'start': 1031.435, 'title': "Ferrero's data transformation with google cloud", 'summary': "Highlights ferrero's success leveraging google cloud's bigquery for hyper-fast data analysis, personalized marketing, and cost-effective media buying. additionally, it provides an overview of google cloud services, including a $300 credit and 237 days left for a free trial account setup.", 'chapters': [{'end': 1218.004, 'start': 1031.435, 'title': "Ferrero's transformation with google cloud", 'summary': "Highlights how ferrero overcame data-related challenges by leveraging google cloud's bigquery, resulting in hyper-fast data analysis, personalized marketing strategies, and cost-effective media buy strategy.", 'duration': 186.569, 'highlights': ["Google Cloud's BigQuery provided hyper-fast and efficient data analysis as a solution to Ferrero's challenges, allowing them to store and analyze massive data sets in a reliable, fast, and affordable manner.", "Business analysts of Ferrero were able to use Google Cloud's BigQuery to store and analyze massive data sets in a reliable, fast, and affordable manner, enabling easy building and automation of consumer behavior and sales pattern data reports.", "Ferrero's adoption of advertising across various marketing channels was facilitated by the analysis from Google Cloud's BigQuery, allowing them to serve customer needs in a better way and personalize marketing strategies to match user needs.", 'Ferrero was able to divide their database into real-time, actionable consumer clusters, resulting in the generation of more accurate user profiles and a cost-effective media buy strategy.', 'Google Cloud Platform tailored the website, mobile content, and advertising for Ferrero, creating a very cost-effective media buy strategy.', 'Ferrero relied on data from sales outlets, resulting in a huge gap between the company and its customers, prompting the need for a digital ecosystem and an innovative data-driven marketing strategy.', "Ferrero faced challenges related to the volume, speed, and variety of data, as well as the need for data storage, processing, and analysis system for a wide customer database, which was addressed by leveraging Google Cloud's BigQuery.", "Google Cloud's BigQuery allowed for storing structured data without paying for storage, and for data up to one terabyte, no charges were incurred, making it an affordable option for Ferrero."]}, {'end': 1816.647, 'start': 1218.004, 'title': 'Google cloud services overview', 'summary': 'Provides an overview of google cloud services, including quick starts, featured products, pricing details, and the process of setting up a free trial account with $300 credit and 237 days left.', 'duration': 598.643, 'highlights': ['The chapter provides an overview of Google Cloud services, including quick starts, featured products, pricing details, and the process of setting up a free trial account with $300 credit and 237 days left. The overview covers various aspects of Google Cloud services, such as quick starts, featured products, pricing details, and the process of setting up a free trial account with specific credit and time left.', 'The featured products section showcases Compute Engine, Cloud Run, Anthos, Vision AI, Cloud Storage, Cloud SQL, BigQuery, AI and machine learning-related products, and platform accelerators. The featured products section highlights key offerings such as Compute Engine, Cloud Run, Anthos, Vision AI, Cloud Storage, Cloud SQL, BigQuery, AI and machine learning-related products, and platform accelerators.', 'The pricing details encompass various aspects including VM instance pricing, networking pricing, sole tenant nodes, GPU-based pricing, different machine types, disk and image pricing, network services, region-based pricing, standard prices, free tier machines, billing modules, instance uptime, resource-based pricing, discounts, benchmarks, reservations, quotas, and limits. The pricing details cover a wide range of aspects including VM instance pricing, networking pricing, sole tenant nodes, GPU-based pricing, different machine types, disk and image pricing, network services, region-based pricing, standard prices, free tier machines, billing modules, instance uptime, resource-based pricing, discounts, benchmarks, reservations, quotas, and limits.']}], 'duration': 785.212, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit501031435.jpg', 'highlights': ["Ferrero leveraged Google Cloud's BigQuery for hyper-fast and efficient data analysis, enabling easy building and automation of consumer behavior and sales pattern data reports.", "Google Cloud's BigQuery facilitated Ferrero's adoption of advertising across various marketing channels, allowing personalized marketing strategies and a cost-effective media buy strategy.", 'Ferrero divided their database into real-time, actionable consumer clusters, resulting in more accurate user profiles and a cost-effective media buy strategy.', "Google Cloud's BigQuery addressed Ferrero's challenges related to the volume, speed, and variety of data, as well as the need for data storage, processing, and analysis for a wide customer database.", "Google Cloud's BigQuery allowed for storing structured data without paying for storage, making it an affordable option for Ferrero.", 'The chapter provides an overview of Google Cloud services, including quick starts, featured products, pricing details, and the process of setting up a free trial account with $300 credit and 237 days left.', 'The featured products section showcases key offerings such as Compute Engine, Cloud Run, Anthos, Vision AI, Cloud Storage, Cloud SQL, BigQuery, AI and machine learning-related products, and platform accelerators.', 'The pricing details encompass various aspects including VM instance pricing, networking pricing, sole tenant nodes, GPU-based pricing, different machine types, disk and image pricing, network services, region-based pricing, standard prices, free tier machines, billing modules, instance uptime, resource-based pricing, discounts, benchmarks, reservations, quotas, and limits.']}, {'end': 2966.522, 'segs': [{'end': 1888.435, 'src': 'embed', 'start': 1861.993, 'weight': 7, 'content': [{'end': 1868.556, 'text': 'Now since this shows me the billing period for April month and I can always look at detailed charges.', 'start': 1861.993, 'duration': 6.563}, {'end': 1870.656, 'text': 'I can look at reporting.', 'start': 1869.116, 'duration': 1.54}, {'end': 1874.057, 'text': 'I can look at different APIs which Google offers.', 'start': 1870.816, 'duration': 3.241}, {'end': 1884.334, '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': 1874.778, 'duration': 9.556}, {'end': 1888.435, 'text': 'Now once you enable or disable any API, then you can use that.', 'start': 1884.614, 'duration': 3.821}], 'summary': "The transcript discusses viewing billing period for april and utilizing google's apis to enable or disable for different kinds of work.", 'duration': 26.442, 'max_score': 1861.993, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit501861993.jpg'}, {'end': 1965.073, 'src': 'embed', 'start': 1936.191, 'weight': 1, 'content': [{'end': 1940.715, 'text': 'I have then also worked on some other services or API.', 'start': 1936.191, 'duration': 4.524}, {'end': 1950.342, 'text': 'so I created some buckets, which is for object storage, and again I have been working with some instances and creating some firewall rules.', 'start': 1940.715, 'duration': 9.627}, {'end': 1953.304, 'text': 'here I have granted some permissions.', 'start': 1950.342, 'duration': 2.962}, {'end': 1955.526, 'text': 'I am setting up a policy right,', 'start': 1953.304, 'duration': 2.222}, {'end': 1965.073, 'text': 'so this activity gives me a history of what things I have done over the past couple of months while working on Google Cloud Platform.', 'start': 1955.526, 'duration': 9.547}], 'summary': 'Worked on creating buckets for object storage, instances, firewall rules, and permissions on google cloud platform.', 'duration': 28.882, 'max_score': 1936.191, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit501936191.jpg'}, {'end': 2048.545, 'src': 'embed', 'start': 2026.155, 'weight': 4, 'content': [{'end': 2035.099, 'text': 'you have Resource Manager API, you have Cloud SQL, which allows you to directly use MySQL or Postgres, you have Cloud Storage right?', 'start': 2026.155, 'duration': 8.944}, {'end': 2036.679, 'text': 'And so many APIs.', 'start': 2035.359, 'duration': 1.32}, {'end': 2047.684, 'text': "So if I would want to enable a particular API which is not right now required but then it's good to know you can always click on this one you can search for an api.", 'start': 2037.3, 'duration': 10.384}, {'end': 2048.545, 'text': 'so, for example,', 'start': 2047.684, 'duration': 0.861}], 'summary': 'Google cloud platform offers resource manager api, cloud sql for mysql or postgres, cloud storage, and numerous other apis.', 'duration': 22.39, 'max_score': 2026.155, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit502026155.jpg'}, {'end': 2434.622, 'src': 'embed', 'start': 2408.178, 'weight': 0, 'content': [{'end': 2413.044, 'text': 'however, i would suggest using console in the beginning and when you are well experienced,', 'start': 2408.178, 'duration': 4.866}, {'end': 2418.971, 'text': 'then you can start using cloud shell to do things from command line and when you are fully experienced,', 'start': 2413.044, 'duration': 5.927}, {'end': 2431.76, 'text': 'you can always switch and certain things are usually useful or easier when done from command line and some are easier when you do it from the console and you can use any one of these options.', 'start': 2418.971, 'duration': 12.789}, {'end': 2434.622, 'text': 'now we can go to google cloud console now.', 'start': 2431.76, 'duration': 2.862}], 'summary': 'Start with console, progress to cloud shell, then use either based on ease and experience.', 'duration': 26.444, 'max_score': 2408.178, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit502408178.jpg'}, {'end': 2599.22, 'src': 'embed', 'start': 2570.964, 'weight': 2, 'content': [{'end': 2577.099, 'text': 'And when you talk about instances and network, A project can have up to five VPC networks.', 'start': 2570.964, 'duration': 6.135}, {'end': 2587.351, 'text': 'So VPC network is Virtual Private Cloud Networks where you can have your resources within your own subnet.', 'start': 2577.139, 'duration': 10.212}, {'end': 2592.477, 'text': 'And each instance belongs to one VPC network.', 'start': 2588.132, 'duration': 4.345}, {'end': 2599.22, 'text': 'now, instances in same network can communicate with each other through local area network protocol.', 'start': 2593.178, 'duration': 6.042}], 'summary': 'A project can have up to five vpc networks, and instances within the same network can communicate with each other through local area network protocol.', 'duration': 28.256, 'max_score': 2570.964, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit502570964.jpg'}, {'end': 2866.006, 'src': 'embed', 'start': 2840.451, 'weight': 3, 'content': [{'end': 2846.81, 'text': 'and you can always go back to the Google Cloud page and see what a particular kind of machine specializes in.', 'start': 2840.451, 'duration': 6.359}, {'end': 2849.192, 'text': 'So I would click on General Purpose.', 'start': 2847.251, 'duration': 1.941}, {'end': 2851.754, 'text': 'And in General Purpose, you have different categories.', 'start': 2849.513, 'duration': 2.241}, {'end': 2861.562, 'text': 'So you have N1, which is powered by Intel Skylake CPU platform, or you have E2, which is CPU platform selection based on availability.', 'start': 2851.814, 'duration': 9.748}, {'end': 2863.424, 'text': "So let's have N1 selected.", 'start': 2861.622, 'duration': 1.802}, {'end': 2866.006, 'text': 'Now, this one shows me the machine type.', 'start': 2863.944, 'duration': 2.062}], 'summary': 'Google cloud offers machine types like n1 and e2, each with different cpu platforms.', 'duration': 25.555, 'max_score': 2840.451, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit502840451.jpg'}], 'start': 1816.647, 'title': 'Google cloud platform overview', 'summary': 'Provides an overview of the google cloud platform, detailing the different services available across various domains, including compute, storage, networking, operations, big data, artificial intelligence, and more, along with guidance on using the cloud console and cloud shell for management and deployment. it also covers creating and managing instances on google cloud platform using compute engine, including setting up vm instances, creating and deploying containers, and selecting machine configurations.', 'chapters': [{'end': 2113.652, 'start': 1816.647, 'title': 'Google cloud platform dashboard overview', 'summary': 'Provides an overview of the google cloud platform dashboard, including project details, services usage, api management, activity history, navigation menu, and support options.', 'duration': 297.005, 'highlights': ['The dashboard displays project number, project ID, and unique project information, allowing users to access documentation and hide project details. The dashboard provides unique project information and allows users to access documentation and hide project details.', 'The graphical representation shows the usage of different services, such as compute engine, and allows users to view Google Cloud platform status and billing details for the April month. The graphical representation shows the usage of different services, such as compute engine, and allows users to view Google Cloud platform status and billing details.', 'The activity section provides a history of user actions, including creating and deleting VM instances, working with APIs, and setting up permissions, presenting a comprehensive overview of user interactions with Google Cloud Platform. The activity section provides a comprehensive overview of user interactions with Google Cloud Platform, including creating and deleting VM instances, working with APIs, and setting up permissions.', 'The navigation menu offers access to various sections including the marketplace, billing, APIs and services, providing users with convenient navigation options to explore different aspects of the platform. The navigation menu offers access to various sections including the marketplace, billing, APIs and services, providing users with convenient navigation options.', 'The API and services section allows users to enable and manage various APIs such as Dataproc, Resource Manager, Cloud SQL, and Cloud Storage, offering insights into the utilization of different services and the ability to enable specific APIs as required. The API and services section allows users to enable and manage various APIs such as Dataproc, Resource Manager, Cloud SQL, and Cloud Storage, offering insights into the utilization of different services.']}, {'end': 2431.76, 'start': 2114.264, 'title': 'Google cloud platform overview', 'summary': 'Provides an overview of the google cloud platform, detailing the different services available across various domains, including compute, storage, networking, operations, big data, artificial intelligence, and more, along with guidance on using the cloud console and cloud shell for management and deployment.', 'duration': 317.496, 'highlights': ['The chapter provides an overview of the Google Cloud Platform, detailing the different services available across various domains, including compute, storage, networking, operations, big data, artificial intelligence, and more. The overview covers a wide range of services offered by Google Cloud Platform across different domains, providing a comprehensive understanding of the available options for users.', 'Guidance on using the cloud console and cloud shell for management and deployment is provided, along with recommendations for beginners to start with the console and gradually move to the cloud shell as they gain experience. The chapter offers guidance on using the cloud console and cloud shell for managing and deploying services, advising beginners to start with the console and transition to the cloud shell as they become more experienced.', 'Specific services such as Dataproc, PubSub, Dataflow, IoT Core, and BigQuery are highlighted, showcasing their functionalities and relevance within the Google Cloud Platform. Emphasis is placed on specific services like Dataproc, PubSub, Dataflow, IoT Core, and BigQuery, providing insights into their functionalities and significance within the Google Cloud Platform.']}, {'end': 2966.522, 'start': 2431.76, 'title': 'Creating gcp instances and vms', 'summary': 'Covers creating and managing instances on google cloud platform using compute engine, including setting up vm instances, creating and deploying containers, and selecting machine configurations, with a focus on features and options available for creating instances.', 'duration': 534.762, 'highlights': ['You can create instances on Google Cloud Platform using the Compute Engine service and connect to those instances to perform basic tasks. The chapter demonstrates the process of creating instances on Google Cloud Platform using the Compute Engine service and emphasizes the ability to connect to the instances to perform basic tasks.', 'Instances can run public images for Linux or Windows servers provided by Google, and also support the deployment of Docker containers optimized for running on instances. Instances on Google Cloud Platform can run public images for Linux or Windows servers provided by Google and support the deployment of Docker containers optimized for running on instances.', 'Each instance belongs to a Google Cloud console project and can have a small boot persistent disk containing the OS, with the option to add more storage space if needed. Emphasizes that each instance on Google Cloud Platform belongs to a Google Cloud console project and can have a small boot persistent disk containing the OS, with the option to add more storage space if needed.', 'Compute Engine instances can be created using various methods including Google Cloud Console, Cloud Shell, and Compute Engine API, and can be associated with SSH keys for managing access. Highlights the various methods for creating Compute Engine instances, including using Google Cloud Console, Cloud Shell, and Compute Engine API, and the ability to associate SSH keys for managing access.']}], 'duration': 1149.875, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit501816647.jpg', 'highlights': ['The overview covers a wide range of services offered by Google Cloud Platform across different domains, providing a comprehensive understanding of the available options for users.', 'The graphical representation shows the usage of different services, such as compute engine, and allows users to view Google Cloud platform status and billing details.', 'The activity section provides a comprehensive overview of user interactions with Google Cloud Platform, including creating and deleting VM instances, working with APIs, and setting up permissions.', 'The navigation menu offers access to various sections including the marketplace, billing, APIs and services, providing users with convenient navigation options.', 'The API and services section allows users to enable and manage various APIs such as Dataproc, Resource Manager, Cloud SQL, and Cloud Storage, offering insights into the utilization of different services.', 'Emphasis is placed on specific services like Dataproc, PubSub, Dataflow, IoT Core, and BigQuery, providing insights into their functionalities and significance within the Google Cloud Platform.', 'The chapter demonstrates the process of creating instances on Google Cloud Platform using the Compute Engine service and emphasizes the ability to connect to the instances to perform basic tasks.', 'Instances on Google Cloud Platform can run public images for Linux or Windows servers provided by Google and support the deployment of Docker containers optimized for running on instances.', 'Emphasizes that each instance on Google Cloud Platform belongs to a Google Cloud console project and can have a small boot persistent disk containing the OS, with the option to add more storage space if needed.', 'Highlights the various methods for creating Compute Engine instances, including using Google Cloud Console, Cloud Shell, and Compute Engine API, and the ability to associate SSH keys for managing access.']}, {'end': 3941.148, 'segs': [{'end': 3174.139, 'src': 'embed', 'start': 3147.125, 'weight': 8, 'content': [{'end': 3153.987, 'text': "I'm going to copy this and I'm going to come back to my Google Cloud console and here you can click on security.", 'start': 3147.125, 'duration': 6.862}, {'end': 3160.691, 'text': 'So you can click on the security tab here, scroll down and just give you a public key.', 'start': 3154.588, 'duration': 6.103}, {'end': 3164.113, 'text': 'Once you give that, it resolves and shows you the name.', 'start': 3161.132, 'duration': 2.981}, {'end': 3168.896, 'text': 'And this is good enough so that I can use my SSH client to connect to this machine.', 'start': 3164.573, 'duration': 4.323}, {'end': 3174.139, 'text': 'I can click on create and this will basically create my VM instance.', 'start': 3169.296, 'duration': 4.843}], 'summary': 'Using google cloud console to create vm instance with ssh access.', 'duration': 27.014, 'max_score': 3147.125, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit503147125.jpg'}, {'end': 3360.768, 'src': 'embed', 'start': 3339.395, 'weight': 4, 'content': [{'end': 3349.121, 'text': 'so this is my instance and if you would want to look at the details, click on this one c1, and that should basically allow you to look at the details.', 'start': 3339.395, 'duration': 9.726}, {'end': 3353.543, 'text': 'so it shows you what is the instance id, what is the machine type?', 'start': 3349.121, 'duration': 4.422}, {'end': 3355.745, 'text': 'is it reservation specific?', 'start': 3353.543, 'duration': 2.202}, {'end': 3357.246, 'text': 'what is the cpu platform?', 'start': 3355.745, 'duration': 1.501}, {'end': 3360.768, 'text': "what's the zone and all the other details.", 'start': 3357.246, 'duration': 3.522}], 'summary': 'Details of the instance include instance id, machine type, cpu platform, and zone.', 'duration': 21.373, 'max_score': 3339.395, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit503339395.jpg'}, {'end': 3578.569, 'src': 'embed', 'start': 3549.317, 'weight': 5, 'content': [{'end': 3557.42, 'text': 'it shows what are the different ports which you have used for these services, for example rdp or ssh, which shows 22.', 'start': 3549.317, 'duration': 8.103}, {'end': 3560.821, 'text': 'you have icmp, http and https.', 'start': 3557.42, 'duration': 3.401}, {'end': 3570.742, 'text': 'Now, anytime, if you would want to make a change to these rules, that can be done by going into your network details and say, for example,', 'start': 3561.314, 'duration': 9.428}, {'end': 3573.525, 'text': 'you would want to work on firewall rules.', 'start': 3570.742, 'duration': 2.783}, {'end': 3577.128, 'text': 'So we have these firewall rules here.', 'start': 3573.905, 'duration': 3.223}, {'end': 3578.569, 'text': 'You can click on this one.', 'start': 3577.408, 'duration': 1.161}], 'summary': 'The transcript highlights different ports used for services, including 22 for ssh, along with icmp, http, and https. it also emphasizes the ability to modify firewall rules in the network details.', 'duration': 29.252, 'max_score': 3549.317, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit503549317.jpg'}, {'end': 3748.827, 'src': 'embed', 'start': 3722.954, 'weight': 7, 'content': [{'end': 3729.718, 'text': 'then you can connect from one machine to other machine using SSH by using the private file.', 'start': 3722.954, 'duration': 6.764}, {'end': 3733.24, 'text': 'so for that we can learn in detail later.', 'start': 3729.718, 'duration': 3.522}, {'end': 3738.903, 'text': 'so this is just a simple example of using your compute engine, creating your instances,', 'start': 3733.24, 'duration': 5.663}, {'end': 3748.827, 'text': 'connecting to it from an internal SSH or from an external SSH client, such as Putty, where you have already created your private and public keys.', 'start': 3738.903, 'duration': 9.924}], 'summary': 'Example of using compute engine to connect instances using ssh and private keys.', 'duration': 25.873, 'max_score': 3722.954, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit503722954.jpg'}, {'end': 3826.619, 'src': 'embed', 'start': 3764.18, 'weight': 0, 'content': [{'end': 3774.384, 'text': "you have instance templates for example let's click on instance templates here and that basically shows you that you don't have any instance template and this basically facilitates,", 'start': 3764.18, 'duration': 10.204}, {'end': 3780.986, 'text': 'say, for example, you are working as a admin and you would want to create an instance template so that, using that,', 'start': 3774.384, 'duration': 6.602}, {'end': 3789.049, 'text': 'you can describe a VM instance and then you can basically use this template to create different instances.', 'start': 3780.986, 'duration': 8.063}, {'end': 3791.4, 'text': 'You can go for sole tenant nodes.', 'start': 3789.758, 'duration': 1.642}, {'end': 3793.742, 'text': 'You can look for machine images.', 'start': 3791.94, 'duration': 1.802}, {'end': 3795.764, 'text': 'You can also look at your disks.', 'start': 3793.962, 'duration': 1.802}, {'end': 3799.467, 'text': 'You can create a snapshot and you can look at different options here.', 'start': 3796.224, 'duration': 3.243}, {'end': 3805.053, 'text': "Now let's come back here and let's click on home and that should take you back to your home page.", 'start': 3799.728, 'duration': 5.325}, {'end': 3811.547, 'text': 'which basically shows you if a particular API, which you have used recently, which shows me in the graph here.', 'start': 3805.523, 'duration': 6.024}, {'end': 3815.17, 'text': "So I can go to the API's overview right?", 'start': 3812.168, 'duration': 3.002}, {'end': 3823.897, 'text': 'And that basically shows me if there were any errors, if I was using the Compute Engine API to basically create a VM instance.', 'start': 3815.51, 'duration': 8.387}, {'end': 3826.619, 'text': "And that's why we were seeing some spike in the graph.", 'start': 3824.417, 'duration': 2.202}], 'summary': 'Gcp console allows creation of instance templates, sole tenant nodes, machine images, disks, and snapshots, with api overview showing errors in using compute engine api.', 'duration': 62.439, 'max_score': 3764.18, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit503764180.jpg'}], 'start': 2966.522, 'title': 'Setting up and managing vm instances', 'summary': 'Covers setting up vm instances, allowing http and https traffic, creating ssh keys for secure connectivity, connecting to instances via ssh, managing network details, firewall rules, and using google compute engine to create instances, monitor api usage, and understand instance states and commands.', 'chapters': [{'end': 3270.023, 'start': 2966.522, 'title': 'Setting up vm instance and ssh keys', 'summary': 'Explains the process of setting up a vm instance, allowing http and https traffic, and creating ssh keys for secure connectivity, with the option to connect to the vm instance via ssh and accessing linux file system without a password.', 'duration': 303.501, 'highlights': ['Process of creating SSH keys using PuttyGen and saving the private key in a .ppk file and the public key in the Google Cloud console. The process of creating SSH keys using PuttyGen and saving the private key in a .ppk file and the public key in the Google Cloud console for secure connectivity.', 'Explanation of accessing the VM instance via SSH without the need for a password and performing administrative tasks like installing packages. Explanation of accessing the VM instance via SSH without the need for a password and performing administrative tasks like installing packages.', 'Guidance on setting up a VM instance, allowing HTTP and HTTPS traffic, and connecting to the instance via SSH or a web browser. Guidance on setting up a VM instance, allowing HTTP and HTTPS traffic, and connecting to the instance via SSH or a web browser for secure and accessible connectivity.']}, {'end': 3722.234, 'start': 3270.023, 'title': 'Connecting to vm instance and managing network rules', 'summary': 'Explains how to connect to a vm instance using ssh, utilizing an external ssh client, and managing network details and firewall rules, with key points including the available disk space, connecting to the instance using an external ssh client, and managing network details and firewall rules.', 'duration': 452.211, 'highlights': ['Connecting to a VM instance using SSH and an external SSH client Demonstrates how to connect to a VM instance using SSH and external SSH client, highlighting the process and the significance of public and internal IP addresses.', 'Managing network details and firewall rules Explains the process of managing network details and firewall rules, emphasizing the importance of creating and applying firewall rules for different protocols and network access.', 'Checking available disk space on the VM instance Highlights the importance of checking available disk space on the VM instance and provides quantifiable data about the available space.']}, {'end': 3941.148, 'start': 3722.954, 'title': 'Using google compute engine', 'summary': 'Demonstrates using google compute engine to create vm instances, connect via ssh, manage instance templates, monitor api usage, and understand instance states and commands.', 'duration': 218.194, 'highlights': ['Using Google Compute Engine to create VM instances and connect via SSH The chapter covers creating VM instances and connecting via SSH using private and public keys.', 'Understanding instance states and commands for managing instances Explains the different states of instances during creation and the commands to manage instances, including stopping, repairing, and terminating.', 'Managing instance templates and monitoring API usage Describes the creation and usage of instance templates and the monitoring of API usage, including identifying errors.']}], 'duration': 974.626, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit502966522.jpg', 'highlights': ['Guidance on setting up a VM instance, allowing HTTP and HTTPS traffic, and connecting to the instance via SSH or a web browser for secure and accessible connectivity.', 'Process of creating SSH keys using PuttyGen and saving the private key in a .ppk file and the public key in the Google Cloud console for secure connectivity.', 'Explanation of accessing the VM instance via SSH without the need for a password and performing administrative tasks like installing packages.', 'Connecting to a VM instance using SSH and an external SSH client, highlighting the process and the significance of public and internal IP addresses.', 'Managing network details and firewall rules, emphasizing the importance of creating and applying firewall rules for different protocols and network access.', 'Understanding instance states and commands for managing instances, including stopping, repairing, and terminating.', 'Using Google Compute Engine to create VM instances and connect via SSH using private and public keys.', 'Checking available disk space on the VM instance and provides quantifiable data about the available space.', 'Describes the creation and usage of instance templates and the monitoring of API usage, including identifying errors.']}, {'end': 4916.118, 'segs': [{'end': 3993.047, 'src': 'embed', 'start': 3965.699, 'weight': 3, 'content': [{'end': 3972.44, 'text': 'so here i have the cloud shell which i brought up from here and i basically opened it in a new window.', 'start': 3965.699, 'duration': 6.741}, {'end': 3982.042, 'text': 'so command line tool enables you to easily manage your compute engine resources in a friendlier format than using your compute engine api.', 'start': 3972.44, 'duration': 9.602}, {'end': 3993.047, 'text': 'now gcloud, which is part of cloud sdk, is the main command here and then you can always auto complete the different options here.', 'start': 3982.922, 'duration': 10.125}], 'summary': 'Cloud shell simplifies compute resource management with gcloud command line tool.', 'duration': 27.348, 'max_score': 3965.699, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit503965699.jpg'}, {'end': 4175.996, 'src': 'embed', 'start': 4137.529, 'weight': 1, 'content': [{'end': 4139.212, 'text': "And that's my project ID.", 'start': 4137.529, 'duration': 1.683}, {'end': 4140.813, 'text': 'So I can click on this one.', 'start': 4139.392, 'duration': 1.421}, {'end': 4144.576, 'text': 'And here I can just do a right click.', 'start': 4141.573, 'duration': 3.003}, {'end': 4150.02, 'text': 'And if it does not paste, then you can do a control V.', 'start': 4144.997, 'duration': 5.023}, {'end': 4152.363, 'text': 'And then I can try to look at my project info.', 'start': 4150.02, 'duration': 2.343}, {'end': 4157.309, 'text': 'So this basically will give me the metadata, which is by default set.', 'start': 4152.846, 'duration': 4.463}, {'end': 4163.531, 'text': 'And we can always look at what are the regions or what is the zone which has been set.', 'start': 4157.988, 'duration': 5.543}, {'end': 4175.996, 'text': "So if it has been set so I'm looking at my details it is showing me my SSH keys and then it can be using your default region and your default available zones.", 'start': 4164.171, 'duration': 11.825}], 'summary': 'Navigating project info, viewing metadata, and default settings.', 'duration': 38.467, 'max_score': 4137.529, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit504137529.jpg'}, {'end': 4418.006, 'src': 'embed', 'start': 4386.614, 'weight': 0, 'content': [{'end': 4390.298, 'text': 'So I can say compute slash zone and I can give a zone.', 'start': 4386.614, 'duration': 3.684}, {'end': 4392.24, 'text': 'I can say compute slash region.', 'start': 4390.518, 'duration': 1.722}, {'end': 4397.981, 'text': 'And I can give a region name if I would want to do it or the easier ways like what I did right now.', 'start': 4392.8, 'duration': 5.181}, {'end': 4408.544, 'text': 'So you can basically do a command gcloud init and then basically it allows you to change your configuration or set default things here.', 'start': 4398.301, 'duration': 10.243}, {'end': 4418.006, 'text': 'You can all the times you can say gcloud config unset to basically remove a compute zone or a compute region.', 'start': 4408.904, 'duration': 9.102}], 'summary': 'Using gcloud, you can compute zones and regions, set configurations, and unset compute zones or regions.', 'duration': 31.392, 'max_score': 4386.614, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit504386614.jpg'}, {'end': 4565.98, 'src': 'embed', 'start': 4538.484, 'weight': 4, 'content': [{'end': 4543.906, 'text': 'so, for example, if i do a help and it shows me with list, what are the things you can do.', 'start': 4538.484, 'duration': 5.422}, {'end': 4551.251, 'text': 'so you can give a name, you can give a regular expression, you can say in particular zone, you can use a minus filter.', 'start': 4543.906, 'duration': 7.345}, {'end': 4558.415, 'text': 'so there are different commands which are available and you can always find all those options here, as i showed you earlier.', 'start': 4551.251, 'duration': 7.164}, {'end': 4565.98, 'text': 'so now what we would be interested in is basically going for your compute instances.', 'start': 4558.415, 'duration': 7.565}], 'summary': 'Various commands available for filtering, naming, and zoning instances.', 'duration': 27.496, 'max_score': 4538.484, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit504538484.jpg'}, {'end': 4898.546, 'src': 'embed', 'start': 4866.748, 'weight': 5, 'content': [{'end': 4872.191, 'text': 'So your bucket or your storage option will be accessible across regions.', 'start': 4866.748, 'duration': 5.443}, {'end': 4878.153, 'text': 'You can also give dual region and high availability and low latency across two regions.', 'start': 4873.151, 'duration': 5.002}, {'end': 4880.451, 'text': 'I can also say region specific.', 'start': 4878.709, 'duration': 1.742}, {'end': 4885.815, 'text': 'So for our use case, we can just give region specific, which can keep our costs low.', 'start': 4880.471, 'duration': 5.344}, {'end': 4889.898, 'text': 'But in business use cases, you would be going for multi-region.', 'start': 4886.015, 'duration': 3.883}, {'end': 4898.546, 'text': "Now here you have location and I would again go for say Europe and let's choose Europe, West 3, Frankfurt.", 'start': 4890.479, 'duration': 8.067}], 'summary': 'Storage options provide dual region, high availability, low latency; region-specific keeps costs low, while multi-region suits business use cases.', 'duration': 31.798, 'max_score': 4866.748, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit504866748.jpg'}], 'start': 3941.148, 'title': 'Managing google cloud compute and storage', 'summary': 'Covers managing google cloud compute using gcloud, including creating instances, setting up metadata, and managing resources. it also discusses creating and managing google cloud storage buckets using cloud console and gsutil command line, emphasizing options for storing data and choosing location types for cost and availability considerations.', 'chapters': [{'end': 4268.581, 'start': 3941.148, 'title': 'Managing google cloud compute with gcloud', 'summary': 'Covers the process of managing google cloud compute using gcloud command line tool, including creating instances, setting up metadata, and managing resources.', 'duration': 327.433, 'highlights': ['Google Cloud Platform (GCP) offers tools like gcloud, gsutil, and bq for managing resources and applications. The Google Cloud Platform (GCP) provides tools such as gcloud, gsutil, and bq for managing resources and applications.', 'The gcloud command line tool allows easy management of compute engine resources with features like auto-complete for different options. The gcloud command line tool simplifies the management of compute engine resources and offers features like auto-complete for different options.', 'Setting metadata, default region, and zone using gcloud commands helps in configuring and customizing the Google Cloud Platform environment. Configuring metadata, default region, and zone using gcloud commands enables customization and configuration of the Google Cloud Platform environment.']}, {'end': 4558.415, 'start': 4268.581, 'title': 'Configuring gcloud compute instances', 'summary': 'Discusses the process of initializing and configuring the default settings for gcloud, specifying compute regions and zones, and listing and formatting instances using gcloud commands.', 'duration': 289.834, 'highlights': ["The process of initializing and configuring default settings for gcloud using 'gcloud init' allows for re-initializing default configurations or properties.", "Specifying compute regions and zones using gcloud commands allows for setting default compute zone and region, with the option to change them using 'gcloud config set'.", 'Listing and formatting instances using gcloud commands provides options to view available instances, filter results, and display information in JSON, YML, or text format.']}, {'end': 4732.368, 'start': 4558.415, 'title': 'Creating and managing compute instances', 'summary': 'Demonstrates how to create, manage, and delete compute instances from the command line, including creating an instance named e1 with specific configurations and subsequently stopping and deleting the instance.', 'duration': 173.953, 'highlights': ['Creating an instance named E1 with specific configurations such as zone, machine type, and IP addresses. The process involves creating an instance named E1, which includes specific configurations like zone, machine type, internal and external IP addresses.', 'Stopping and deleting the created instance from the command line. After creating the instance, the demonstration involves stopping it and then deleting it using command line options.', 'Listing the instances and confirming the terminated status after stopping. The process includes listing the instances and confirming the terminated status after stopping the instance.']}, {'end': 4916.118, 'start': 4733.39, 'title': 'Creating google cloud storage', 'summary': 'Demonstrates how to create a google cloud storage bucket using cloud console and gsutil command line, emphasizing the options for storing data and choosing location types for cost and availability considerations.', 'duration': 182.728, 'highlights': ['Google Cloud Storage allows storing any kind of data and offers different options for creating a bucket. Google Cloud Storage allows you to store any kind of data and provides options for creating a bucket through Cloud Console or gsutil command line.', 'Options for choosing storage locations include multi-region, dual region, and region-specific, impacting cost and availability. The options for choosing storage locations include multi-region, dual region, and region-specific, which impact cost and availability for different use cases.', 'Emphasizing the importance of choosing a geographical region when creating instances and using different services for better organization and management. It is crucial to choose a geographical region when creating instances and using different services for better organization and management of resources.']}], 'duration': 974.97, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit503941148.jpg', 'highlights': ['The gcloud command line tool simplifies the management of compute engine resources and offers features like auto-complete for different options.', 'Configuring metadata, default region, and zone using gcloud commands enables customization and configuration of the Google Cloud Platform environment.', "The process of initializing and configuring default settings for gcloud using 'gcloud init' allows for re-initializing default configurations or properties.", "Specifying compute regions and zones using gcloud commands allows for setting default compute zone and region, with the option to change them using 'gcloud config set'.", 'Creating an instance named E1 with specific configurations such as zone, machine type, and IP addresses.', 'Stopping and deleting the created instance from the command line.', 'Listing the instances and confirming the terminated status after stopping.', 'Google Cloud Storage allows you to store any kind of data and provides options for creating a bucket through Cloud Console or gsutil command line.', 'The options for choosing storage locations include multi-region, dual region, and region-specific, which impact cost and availability for different use cases.', 'It is crucial to choose a geographical region when creating instances and using different services for better organization and management of resources.']}, {'end': 5553.048, 'segs': [{'end': 5093.964, 'src': 'embed', 'start': 5048.269, 'weight': 1, 'content': [{'end': 5057.361, 'text': "So for this you can always go into cloud storage and then you can decide what kind of access you would want to give, whether that's a storage admin,", 'start': 5048.269, 'duration': 9.092}, {'end': 5061.606, 'text': "it's an object admin, object creator, object viewer and so on.", 'start': 5057.361, 'duration': 4.245}, {'end': 5069.075, 'text': 'you can always look at storage legacy and for any other services, depending on what apis you have enabled, right,', 'start': 5061.606, 'duration': 7.469}, {'end': 5071.776, 'text': 'you can always control your permissions.', 'start': 5069.454, 'duration': 2.322}, {'end': 5079.982, 'text': "so right now it is storage legacy, bucket reader, and that's fine, and this one is bucket owner and then might be.", 'start': 5071.776, 'duration': 8.206}, {'end': 5087.222, 'text': "I was using some other services like data proc, which uses cloud storage, And that's why I've given data proc service agent also.", 'start': 5079.982, 'duration': 7.24}, {'end': 5089.803, 'text': 'So these are some of the members you can remove.', 'start': 5087.642, 'duration': 2.161}, {'end': 5092.503, 'text': 'You can view by specific members.', 'start': 5090.383, 'duration': 2.12}, {'end': 5093.964, 'text': 'You can view by roles.', 'start': 5092.544, 'duration': 1.42}], 'summary': 'Cloud storage allows customizable access permissions and role-based control for services like data proc.', 'duration': 45.695, 'max_score': 5048.269, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit505048269.jpg'}, {'end': 5140.937, 'src': 'embed', 'start': 5116.003, 'weight': 0, 'content': [{'end': 5121.606, 'text': 'so you can add different policies and you can basically control your bucket.', 'start': 5116.003, 'duration': 5.603}, {'end': 5128.37, 'text': 'now my bucket is already created right, so i can go back and then i see my bucket is already here.', 'start': 5121.606, 'duration': 6.764}, {'end': 5132.972, 'text': 'i can click on this option and you can anytime edit the bucket permissions.', 'start': 5128.37, 'duration': 4.602}, {'end': 5138.656, 'text': 'you can edit the labels, the default storage class, you can just go ahead and delete the bucket.', 'start': 5132.972, 'duration': 5.684}, {'end': 5140.937, 'text': 'you can export it to cloud pub sub.', 'start': 5138.656, 'duration': 2.281}], 'summary': 'Manage bucket policies, edit permissions, labels, storage class, delete, export to cloud pub sub.', 'duration': 24.934, 'max_score': 5116.003, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit505116003.jpg'}, {'end': 5206.306, 'src': 'embed', 'start': 5159.365, 'weight': 4, 'content': [{'end': 5165.598, 'text': 'now i can click on the bucket And that basically shows me different ways in which I can upload some data here.', 'start': 5159.365, 'duration': 6.233}, {'end': 5171.623, 'text': 'So I can just click on upload files and here, then I can choose some files.', 'start': 5166.018, 'duration': 5.605}, {'end': 5177.348, 'text': "So for example, I'll go in here, I'll go into data sets and I have different data sets.", 'start': 5171.683, 'duration': 5.665}, {'end': 5180.972, 'text': "So for example, let's choose this one, which is a CSV file.", 'start': 5177.468, 'duration': 3.504}, {'end': 5186.697, 'text': "And then I'm just uploading this to my cloud storage, right? It's as simple as this.", 'start': 5181.532, 'duration': 5.165}, {'end': 5193.996, 'text': 'so you can drag and drop your files or you can just upload your files, and my file is uploaded here.', 'start': 5187.25, 'duration': 6.746}, {'end': 5197.739, 'text': 'now I can basically edit permissions for this one right.', 'start': 5193.996, 'duration': 3.743}, {'end': 5198.86, 'text': 'so this is in the bucket.', 'start': 5197.739, 'duration': 1.121}, {'end': 5204.004, 'text': 'so anyone who has access to this bucket can basically download this file.', 'start': 5198.86, 'duration': 5.144}, {'end': 5204.304, 'text': 'it can.', 'start': 5204.004, 'duration': 0.3}, {'end': 5206.306, 'text': 'they can copy, move or rename this.', 'start': 5204.304, 'duration': 2.002}], 'summary': 'Demonstrating file upload to cloud storage with csv file, showing different ways to upload and manage permissions.', 'duration': 46.941, 'max_score': 5159.365, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit505159365.jpg'}, {'end': 5288.626, 'src': 'embed', 'start': 5260.14, 'weight': 5, 'content': [{'end': 5263.942, 'text': "so let's go to desktop and let's download this file.", 'start': 5260.14, 'duration': 3.802}, {'end': 5272.546, 'text': 'so we not only uploaded some content in the bucket, but we also downloaded that in a different location which will be accessible now.', 'start': 5263.942, 'duration': 8.604}, {'end': 5284.433, 'text': 'what I could have also done is I could have created a folder here and I could have specified, say, for example, immediate immediate data, okay, and,', 'start': 5272.546, 'duration': 11.887}, {'end': 5288.626, 'text': "and i'm clicking on this one, so that's my immediate data.", 'start': 5285.143, 'duration': 3.483}], 'summary': 'Uploaded and downloaded content from the bucket, creating a new folder for immediate data.', 'duration': 28.486, 'max_score': 5260.14, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit505260140.jpg'}, {'end': 5394.995, 'src': 'embed', 'start': 5363.714, 'weight': 3, 'content': [{'end': 5367.797, 'text': 'And here, what I can do is if I would be interested in working.', 'start': 5363.714, 'duration': 4.083}, {'end': 5375.142, 'text': "So I can just say GS util right and then we have, for example, let's try a help.", 'start': 5367.877, 'duration': 7.265}, {'end': 5379.961, 'text': 'Okay, and that basically shows me my gsutil.', 'start': 5375.602, 'duration': 4.359}, {'end': 5387.867, 'text': 'now you can always go to quick start gsutil tool and this is one more way wherein basically you can do it from the command line.', 'start': 5379.961, 'duration': 7.906}, {'end': 5394.995, 'text': 'so working with buckets, so you can do a gsutil mb minus b And then on a particular zone.', 'start': 5387.867, 'duration': 7.128}], 'summary': 'Using gsutil tool to work with buckets, creating a bucket with gsutil mb command.', 'duration': 31.281, 'max_score': 5363.714, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit505363714.jpg'}], 'start': 4916.118, 'title': 'Choosing storage classes for data and google cloud storage management', 'summary': 'Covers choosing storage classes for data, including standard, near line, and cold line, suited for different use cases, and managing access to objects in google cloud storage through setting permissions, retention policies, and using tools like cloud console, gsutil, and cloud shell.', 'chapters': [{'end': 4960.29, 'start': 4916.118, 'title': 'Choosing storage classes for data', 'summary': 'Explains the concept of choosing storage classes for data in a storage bucket, including the options like standard, near line, and cold line, each suited for different use cases.', 'duration': 44.172, 'highlights': ['You can choose a default storage class for different use cases, such as standard for short term storage and frequently accessed data, near line for backups and data access less than once a month, and cold line for cold or freezing storage.', 'Understanding the different storage classes available and their use cases is essential for optimizing data storage and access.', 'Choosing the appropriate storage class can result in cost savings and efficient data management.']}, {'end': 5553.048, 'start': 4960.73, 'title': 'Google cloud storage management', 'summary': 'Explains how to manage access to objects in google cloud storage, including setting permissions, retention policies, and managing data through the cloud console, gsutil tool, and cloud shell.', 'duration': 592.318, 'highlights': ['Access Control and Permissions Users can specify access to individual objects by using object level permissions, or provide uniform access to all objects in the bucket using bucket level permissions.', "Retention Policy Users can set a retention policy to specify the minimum duration for which a bucket's object must be protected from deletion.", 'Bucket Management Users can create, edit, and delete buckets, manage permissions, set default storage class, and export data to cloud pub sub, process with cloud functions, and scan with cloud data loss prevention.', 'Data Management Users can upload, download, and manage data within the bucket, including creating folders, specifying retention expiry dates, and using the gsutil tool for command line operations.', 'Cloud Storage Power The example demonstrates the ease of uploading, accessing, and managing any kind of data in Google Cloud Storage, showcasing its capabilities.']}], 'duration': 636.93, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit504916118.jpg', 'highlights': ['Choosing the appropriate storage class can result in cost savings and efficient data management.', 'Understanding the different storage classes available and their use cases is essential for optimizing data storage and access.', 'You can choose a default storage class for different use cases, such as standard for short term storage and frequently accessed data, near line for backups and data access less than once a month, and cold line for cold or freezing storage.', 'Access Control and Permissions Users can specify access to individual objects by using object level permissions, or provide uniform access to all objects in the bucket using bucket level permissions.', "Retention Policy Users can set a retention policy to specify the minimum duration for which a bucket's object must be protected from deletion.", 'Bucket Management Users can create, edit, and delete buckets, manage permissions, set default storage class, and export data to cloud pub sub, process with cloud functions, and scan with cloud data loss prevention.', 'Data Management Users can upload, download, and manage data within the bucket, including creating folders, specifying retention expiry dates, and using the gsutil tool for command line operations.', 'Cloud Storage Power The example demonstrates the ease of uploading, accessing, and managing any kind of data in Google Cloud Storage, showcasing its capabilities.']}, {'end': 7811.722, 'segs': [{'end': 6959.9, 'src': 'embed', 'start': 6907.568, 'weight': 2, 'content': [{'end': 6914.373, 'text': "Among one of its services, it's an orchestration service for deploying applications and helping in maintaining these applications.", 'start': 6907.568, 'duration': 6.805}, {'end': 6923.64, 'text': 'Azure Cloud Service provides a platform to write the user application code without worrying about the hardware resources.', 'start': 6915.274, 'duration': 8.366}, {'end': 6931.985, 'text': "Google App Engine is a service used by developers for building and hosting applications on Google's data centers.", 'start': 6924.561, 'duration': 7.424}, {'end': 6940.852, 'text': "When we talk about serverless computing, so Amazon's AWS Lambda is a serverless compute service.", 'start': 6933.046, 'duration': 7.806}, {'end': 6946.437, 'text': 'It is used to execute backend code and scales automatically when required.', 'start': 6941.433, 'duration': 5.004}, {'end': 6954.703, 'text': 'When we talk about Azure, you have something called as functions, which allow users to build applications using serverless,', 'start': 6946.997, 'duration': 7.706}, {'end': 6959.9, 'text': 'simple functions with a programming language of their choice.', 'start': 6955.299, 'duration': 4.601}], 'summary': 'Azure, google, and aws offer serverless compute services for deploying and maintaining applications with scalability.', 'duration': 52.332, 'max_score': 6907.568, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit506907568.jpg'}, {'end': 7014.772, 'src': 'embed', 'start': 6984.784, 'weight': 14, 'content': [{'end': 6996.995, 'text': 'Organizations would be interested in serverless computing where they do not have to have a infrastructure setup planned in advance before going for their use case,', 'start': 6984.784, 'duration': 12.211}, {'end': 7002.88, 'text': 'and this is where monolithic applications are really not a preferred choice.', 'start': 6996.995, 'duration': 5.885}, {'end': 7014.772, 'text': 'A lot of organizations are decomposing their applications into microservices based on business capability or decomposing based on subdomains.', 'start': 7003.746, 'duration': 11.026}], 'summary': 'Serverless computing appeals to organizations for on-demand infrastructure, leading to decomposition of applications into microservices.', 'duration': 29.988, 'max_score': 6984.784, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit506984784.jpg'}, {'end': 7112.827, 'src': 'embed', 'start': 7064.506, 'weight': 1, 'content': [{'end': 7071.132, 'text': 'So deploying application without any provisioning and management auto scaling capability, that is,', 'start': 7064.506, 'duration': 6.626}, {'end': 7075.575, 'text': 'let the service provider worry about scaling the application up and down.', 'start': 7071.132, 'duration': 4.443}, {'end': 7080.319, 'text': 'You have pay-per-use model, which any customer would want to benefit from.', 'start': 7076.236, 'duration': 4.083}, {'end': 7088.739, 'text': 'That is, pay only for the resources that you have used or that you are continuing to use right.', 'start': 7080.339, 'duration': 8.4}, {'end': 7095.681, 'text': 'shorten the time between idea, implementation and employment, and this is something which any organization would want.', 'start': 7088.739, 'duration': 6.942}, {'end': 7112.827, 'text': 'that you would want a faster bring to the market solution timeline in comparison to getting entangled with deployment management and maintenance of your underlying infrastructure when your applications are facing a high demand.', 'start': 7095.681, 'duration': 17.146}], 'summary': 'Deploy application with auto-scaling for pay-per-use model and faster time to market.', 'duration': 48.321, 'max_score': 7064.506, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit507064506.jpg'}, {'end': 7411.224, 'src': 'embed', 'start': 7384.335, 'weight': 0, 'content': [{'end': 7394.065, 'text': "now, before we get into your domino's pizza use case, let me show you this page on google cloud where you can look at different services.", 'start': 7384.335, 'duration': 9.73}, {'end': 7403.616, 'text': 'so if you go to cloud.google.com and if you look at get started option under docs, so here you can find build solutions,', 'start': 7394.065, 'duration': 9.551}, {'end': 7411.224, 'text': 'look at different use cases, learn from basics of what is your google cloud, what are cloud basics?', 'start': 7403.616, 'duration': 7.608}], 'summary': 'Introduction to google cloud services and resources for use cases and learning.', 'duration': 26.889, 'max_score': 7384.335, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit507384335.jpg'}, {'end': 7458.869, 'src': 'embed', 'start': 7434.691, 'weight': 3, 'content': [{'end': 7442.618, 'text': 'What are the best practices when it comes to migrating VMs to Compute Engine or operating containers or building containers and so on.', 'start': 7434.691, 'duration': 7.927}, {'end': 7450.685, 'text': 'You can always look at featured products, and that gives you a quick snapshot of what are the different products, such as you have Compute Engine,', 'start': 7443.118, 'duration': 7.567}, {'end': 7454.407, 'text': 'you have Cloud Run BigQuery, which is a data warehouse.', 'start': 7450.685, 'duration': 3.722}, {'end': 7458.869, 'text': 'You have Cloud SQL, which is a managed MySQL or Postgres.', 'start': 7454.827, 'duration': 4.042}], 'summary': 'Best practices for migrating vms and operating containers, with featured products including compute engine, cloud run, bigquery, and cloud sql.', 'duration': 24.178, 'max_score': 7434.691, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit507434691.jpg'}, {'end': 7566.812, 'src': 'embed', 'start': 7536.959, 'weight': 4, 'content': [{'end': 7544.206, 'text': 'So not only infrastructure modernization, but organizations would also be interested in relooking at their applications,', 'start': 7536.959, 'duration': 7.247}, {'end': 7550.452, 'text': 'relooking at how these applications could be moved from monolithic to microservices architecture.', 'start': 7544.206, 'duration': 6.246}, {'end': 7556.484, 'text': 'or how applications can benefit from modernization and cloud computing offerings.', 'start': 7550.979, 'duration': 5.505}, {'end': 7566.812, 'text': 'So you have again different use cases here, which talks about different ways in which Google Cloud can help, how you can modernize your applications,', 'start': 7556.984, 'duration': 9.828}], 'summary': 'Organizations interested in modernizing applications, moving to microservices architecture, and leveraging cloud computing offerings.', 'duration': 29.853, 'max_score': 7536.959, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit507536959.jpg'}, {'end': 7733.968, 'src': 'embed', 'start': 7654.671, 'weight': 5, 'content': [{'end': 7662.454, 'text': "And for each of these services, you can read about from the Google's documentation or anyways, I will be explaining that later.", 'start': 7654.671, 'duration': 7.783}, {'end': 7669.786, 'text': 'You can also look at networking related, operation related and other tools which are offered by Google Cloud.', 'start': 7663.459, 'duration': 6.327}, {'end': 7676.754, 'text': 'So these are huge list of services which Google Cloud Platform offers in different ways for different use cases.', 'start': 7669.806, 'duration': 6.948}, {'end': 7681.179, 'text': "Now, let's look at this Domino's Pizza use case.", 'start': 7677.655, 'duration': 3.524}, {'end': 7685.533, 'text': 'and see what it helps us learn about.', 'start': 7681.849, 'duration': 3.684}, {'end': 7696.683, 'text': 'so you can always access this page by going to this link, which talks about customers and then which shows you different use cases.', 'start': 7685.533, 'duration': 11.15}, {'end': 7704.431, 'text': "so domino's increasing monthly revenue by six percent with google analytics premium, google tag manager and google bigquery.", 'start': 7696.683, 'duration': 7.748}, {'end': 7712.737, 'text': "So this is basically when Domino's started using GCP and what was the result of that.", 'start': 7705.373, 'duration': 7.364}, {'end': 7714.958, 'text': "Now let's look further into this.", 'start': 7713.557, 'duration': 1.401}, {'end': 7725.343, 'text': 'So we all know that Domino is most popular pizza delivery chain operating across the globe.', 'start': 7717.279, 'duration': 8.064}, {'end': 7727.645, 'text': "But how was that possible? Let's take a look.", 'start': 7725.784, 'duration': 1.861}, {'end': 7733.968, 'text': 'So the challenges were they wanted to integrate marketing measurement across various devices.', 'start': 7728.225, 'duration': 5.743}], 'summary': "Google cloud platform helped domino's increase monthly revenue by 6% using google analytics premium, google tag manager, and google bigquery.", 'duration': 79.297, 'max_score': 7654.671, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit507654671.jpg'}, {'end': 7793.048, 'src': 'embed', 'start': 7763.024, 'weight': 9, 'content': [{'end': 7768.246, 'text': 'Reporting was made easier and more efficient by implementing Google Analytics Premium,', 'start': 7763.024, 'duration': 5.222}, {'end': 7775.829, 'text': 'because it had the ability to access a single Google Analytics account to evaluate web and app performance.', 'start': 7768.246, 'duration': 7.583}, {'end': 7783.792, 'text': 'By using the new Google Tag Manager implementation, Dominos were able to act fast.', 'start': 7777.229, 'duration': 6.563}, {'end': 7793.048, 'text': 'They were able to connect CRM data with digital analytics, which basically provided Domino with greater visibility on customer behavior.', 'start': 7784.632, 'duration': 8.416}], 'summary': 'Google analytics premium improved reporting efficiency, enabled single account access, and facilitated fast action and greater visibility on customer behavior through crm data integration.', 'duration': 30.024, 'max_score': 7763.024, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit507763024.jpg'}], 'start': 5553.413, 'title': 'Google cloud platform and cloud infrastructure overview', 'summary': 'Provides an introduction to google cloud platform, highlighting its benefits, services, and a use case example, as well as an overview of global regions, zones, and cloud resources across aws, azure, and gcp, including key features and quantifiable data such as 110+ edge points of presence in more than 200 countries and a 6% increase in monthly revenue from a use case with google cloud.', 'chapters': [{'end': 6179.369, 'start': 5553.413, 'title': 'Google cloud platform overview', 'summary': 'Provides an introduction to google cloud platform (gcp), including its benefits, services, and a use case example, with a focus on cloud computing and its key features such as on-demand self-service, broad network access, resource pooling, rapid elasticity, and measured services.', 'duration': 625.956, 'highlights': ['GCP offers better pricing compared to its competitors, provides live migration of apps, and offers a wide range of solutions for cloud integration and migration. GCP has competitive pricing, live migration of apps, and comprehensive cloud integration solutions.', 'Cloud computing entails on-demand self-service, broad network access, resource pooling, rapid elasticity, and measured services, enabling users to scale resources and pay for what they use. Cloud computing features on-demand self-service, broad network access, rapid elasticity, and measured services for resource scalability and usage-based payment.', "Nina's use case demonstrates the benefits of cloud computing, including increased memory space, load balancing, scalability, and cost-efficiency. Nina's use case highlights the advantages of cloud computing, such as increased memory space, load balancing, scalability, and cost-efficiency."]}, {'end': 6371.89, 'start': 6179.369, 'title': 'Google cloud platform overview', 'summary': 'Provides an overview of google cloud platform, highlighting its benefits such as high productivity, security, and cost-effectiveness, and its various services and powerful infrastructure, including 110+ edge points of presence in more than 200 countries.', 'duration': 192.521, 'highlights': ['Google Cloud Platform offers benefits such as high productivity, working from anywhere, quick collaboration, high security, fewer data stored on vulnerable devices, reliable resources, and cost-effective solutions. The benefits of Google Cloud Platform include high productivity, working from anywhere, quick collaboration, high security, fewer data stored on vulnerable devices, reliable resources, and cost-effective solutions.', 'Google Cloud Platform offers a variety of services, such as 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 offers a variety of services, including compute-related services, storage and database, networking, big data developer tools, identity and security management, Internet of Things, cloud AI management tools, and data transfer solutions.', "Google's infrastructure includes 110+ edge points of presence in more than 200 countries, a powerful backbone network, physical infrastructure consisting of data centers and an abstract infrastructure. Google's infrastructure includes 110+ edge points of presence in more than 200 countries, a powerful backbone network, physical infrastructure consisting of data centers, and an abstract infrastructure."]}, {'end': 6570.938, 'start': 6372.52, 'title': 'Cloud infrastructure overview', 'summary': 'Provides an overview of global regions, zones, and cloud resources across aws, azure, and gcp, highlighting the number of availability zones and regions for each cloud provider and key features of their virtual server offerings.', 'duration': 198.418, 'highlights': ['Amazon Web Services has 69 availability zones within 22 geographical locations and soon it will have 12 more in future. AWS offers 69 availability zones across 22 locations and plans for future expansion, ensuring high availability of resources.', 'Google Cloud Platform is available in 200 plus countries across the globe. Google Cloud Platform is accessible in over 200 countries globally, indicating extensive global coverage.', "Microsoft's Azure has 54 regions worldwide and is available in 140 countries across the globe. Azure boasts 54 global regions and availability in 140 countries, showcasing a broad global presence.", "Amazon's EC2 is a web service that helps resize compute capacity, allowing the launch of virtual instances with various specifications and storage options. AWS's Elastic Compute Cloud (EC2) provides the flexibility to resize compute capacity and launch virtual instances with customizable specifications and storage options."]}, {'end': 6773.092, 'start': 6570.938, 'title': 'Gcp vm instances: overview and options', 'summary': 'Outlines gcp vm instances, including general purpose, compute optimized, and memory optimized options, highlighting their key features and applications, while emphasizing the flexibility and pricing models available, with a focus on the live migration capability of compute engine within gcp.', 'duration': 202.154, 'highlights': ['The chapter discusses GCP VM instances, including general purpose (N2), compute optimized (C2), and memory optimized (M2) options, offering a balance between price and performance, consistent high-end virtual CPU performance, and the highest amount of memory respectively, catering to various workloads such as line of business applications, AAA gaming, EDA, HPC, in-memory databases, real-time analytics, and in-memory caches.', 'It emphasizes the flexibility and pricing models available, with different categories of machines having distinct pricing models, such as on-demand instances, dedicated instances, and reserved instances, enabling users to choose according to their specific requirements and budget.', 'The chapter highlights the live migration capability of compute engine within GCP, allowing VMs to live migrate between host systems without rebooting, a key feature that sets Google Cloud Platform apart and adds to the appeal for potential customers.']}, {'end': 7112.827, 'start': 6773.092, 'title': 'Google cloud vms & serverless computing', 'summary': "Discusses google cloud's preemptible virtual machines, sole tenant nodes, and serverless computing, highlighting cost savings of up to 80% with preemptible vms, features such as gpu accelerators and global load balancing, and the benefits of serverless computing including zero administration, pay-per-use model, and faster deployment timelines.", 'duration': 339.735, 'highlights': ['Preemptible VMs can reduce virtual CPU and memory cost by up to 80 percent while maintaining performance. Preemptible virtual machines offer up to 80% cost reduction in virtual CPU and memory usage while maintaining performance.', 'Google Cloud offers features such as GPU accelerators and global load balancing, making it a unique choice. Google Cloud offers unique features like GPU accelerators and global load balancing, providing advantages over other cloud providers.', 'Serverless computing allows for zero administration, auto-scaling, pay-per-use model, and faster deployment timelines. Serverless computing offers benefits such as zero administration, auto-scaling, pay-per-use model, and faster deployment timelines, aligning with organizational preferences for faster time to market.']}, {'end': 7811.722, 'start': 7113.621, 'title': 'Serverless computing and object storage comparison', 'summary': "Discusses the growing popularity of serverless computing and compares object storage services provided by amazon, azure, and google cloud, highlighting their advantages and disadvantages, while also showcasing the domino's pizza use case with google cloud, resulting in a 6% increase in monthly revenue.", 'duration': 698.101, 'highlights': ['Serverless computing gaining popularity over traditional three-tier architecture Serverless computing is becoming popular in comparison to traditional three-tier architecture, offering separate units or functions based on functionalities, with organizations favoring newer applications.', "Comparison of object storage services by Amazon, Azure, and Google Cloud Amazon's S3, Azure's blob storage, and Google Cloud's cloud storage are compared for their object storage capabilities, including storage classes and advantages.", 'Advantages and disadvantages of Amazon Web Services, Azure, and Google Cloud Amazon Web Services offers enterprise-friendly services, easy resource access, speed and agility, and security, while Azure provides better development operations, strong security, cost-effective solutions, and Google Cloud offers better pricing, live migration, improved performance, and redundant backups; however, AWS and Azure have limitations and support fees, while Google Cloud has complex pricing and expensive data downloading.', "Domino's Pizza use case with Google Cloud resulting in a 6% increase in monthly revenue Domino's Pizza used Google Analytics Premium, Google Tag Manager, and BigQuery to integrate digital data sources and CRM data, resulting in a 6% increase in monthly revenue, 80% cost saving in ad serving and operations, increased agility, and easy access to powerful reporting and customized dashboards."]}], 'duration': 2258.309, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit505553413.jpg', 'highlights': ['GCP offers competitive pricing, live migration of apps, and comprehensive cloud integration solutions.', 'Cloud computing features on-demand self-service, broad network access, rapid elasticity, and measured services for resource scalability and usage-based payment.', "Nina's use case highlights the advantages of cloud computing, such as increased memory space, load balancing, scalability, and cost-efficiency.", 'Google Cloud Platform offers benefits like high productivity, working from anywhere, quick collaboration, high security, fewer data stored on vulnerable devices, reliable resources, and cost-effective solutions.', "Google's infrastructure includes 110+ edge points of presence in more than 200 countries, a powerful backbone network, physical infrastructure consisting of data centers, and an abstract infrastructure.", 'AWS offers 69 availability zones across 22 locations and plans for future expansion, ensuring high availability of resources.', 'Google Cloud Platform is accessible in over 200 countries globally, indicating extensive global coverage.', 'Azure boasts 54 global regions and availability in 140 countries, showcasing a broad global presence.', "AWS's Elastic Compute Cloud (EC2) provides the flexibility to resize compute capacity and launch virtual instances with customizable specifications and storage options.", 'GCP VM instances offer a balance between price and performance, consistent high-end virtual CPU performance, and the highest amount of memory catering to various workloads.', 'The chapter highlights the live migration capability of compute engine within GCP, allowing VMs to live migrate between host systems without rebooting.', 'Preemptible virtual machines offer up to 80% cost reduction in virtual CPU and memory usage while maintaining performance.', 'Google Cloud offers unique features like GPU accelerators and global load balancing, providing advantages over other cloud providers.', 'Serverless computing offers benefits such as zero administration, auto-scaling, pay-per-use model, and faster deployment timelines, aligning with organizational preferences for faster time to market.', 'Serverless computing is becoming popular in comparison to traditional three-tier architecture, offering separate units or functions based on functionalities, with organizations favoring newer applications.', "Domino's Pizza used Google Analytics Premium, Google Tag Manager, and BigQuery to integrate digital data sources and CRM data, resulting in a 6% increase in monthly revenue, 80% cost saving in ad serving and operations, increased agility, and easy access to powerful reporting and customized dashboards."]}, {'end': 8710.747, 'segs': [{'end': 7843.758, 'src': 'embed', 'start': 7812.103, 'weight': 0, 'content': [{'end': 7814.683, 'text': 'Now, that was just one simple use case.', 'start': 7812.103, 'duration': 2.58}, {'end': 7826.168, 'text': 'Before we go on to hands-on, we can also talk a little bit back about the services which Google Cloud offers, as we discussed,', 'start': 7815.224, 'duration': 10.944}, {'end': 7829.289, 'text': 'and some of these services which can really make you think.', 'start': 7826.168, 'duration': 3.121}, {'end': 7833.572, 'text': 'why not google cloud platform?', 'start': 7830.41, 'duration': 3.162}, {'end': 7843.758, 'text': "so when we talk about your different cloud platform services, let's learn about some of these services in brief, in what each service is,", 'start': 7833.572, 'duration': 10.186}], 'summary': 'Overview of google cloud services, preparing for hands-on experience', 'duration': 31.655, 'max_score': 7812.103, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit507812103.jpg'}, {'end': 7987.869, 'src': 'embed', 'start': 7940.335, 'weight': 2, 'content': [{'end': 7948.087, 'text': 'which are well suited for most workloads, including line of business applications, web services and databases.', 'start': 7940.335, 'duration': 7.752}, {'end': 7959.275, 'text': 'you also have compute optimized machines which offer consistent, high-end virtual cpu core performance and which are mainly good for gaming, eda,', 'start': 7948.487, 'duration': 10.788}, {'end': 7963.117, 'text': 'high process computing and other such applications.', 'start': 7959.275, 'duration': 3.842}, {'end': 7970.883, 'text': 'apart from general purpose compute optimized, you also have memory optimized machines which offer highest amount of memory,', 'start': 7963.117, 'duration': 7.766}, {'end': 7979.746, 'text': 'And these VMs are basically well-suited for in-memory databases such as SAP HANA, real-time analytics and in-memory cache.', 'start': 7971.343, 'duration': 8.403}, {'end': 7981.987, 'text': 'Now, we can see these options here.', 'start': 7980.206, 'duration': 1.781}, {'end': 7987.869, 'text': "You can click on VM instances while you're logged in into your Google Cloud Console.", 'start': 7982.247, 'duration': 5.622}], 'summary': 'Google cloud offers various vm types: general purpose, compute optimized, and memory optimized, suitable for different workloads like gaming, high process computing, in-memory databases, and real-time analytics.', 'duration': 47.534, 'max_score': 7940.335, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit507940335.jpg'}], 'start': 7812.103, 'title': 'Google cloud compute services and virtual machines setup', 'summary': 'Provides an overview of google cloud compute services, including scalable virtual machines and instance templates. it also covers setting up google cloud virtual machines, emphasizing custom images, security, networking, and ssh connections, as well as managing preemptible instances and live migration for vms.', 'chapters': [{'end': 8166.564, 'start': 7812.103, 'title': 'Google cloud compute services overview', 'summary': 'Introduces the google cloud compute services, focusing on the compute domain and its offerings, such as scalable virtual machines, different machine types like general purpose, compute optimized, and memory optimized, and the process of creating instance templates and configurations.', 'duration': 354.461, 'highlights': ['The chapter introduces the Google Cloud compute services, focusing on the Compute domain and its offerings. The chapter provides an overview of the Google Cloud compute services, specifically highlighting the Compute domain and its offerings.', "The compute domain offers scalable, high-performance virtual machines with access to high-performance networking infrastructure and block storage. Google Cloud's compute domain provides scalable, high-performance virtual machines with access to high-performance networking infrastructure and block storage, optimizing performance and configurability.", 'Different machine types such as general purpose, compute optimized, and memory optimized are available, catering to various workload requirements. Google Cloud offers different machine types, including general purpose, compute optimized, and memory optimized, catering to diverse workload requirements and applications.', 'The process of creating instance templates and configurations is explained, providing options for selecting machine configurations and disk types. The process of creating instance templates and configurations is explained, including options for selecting machine configurations such as general purpose, memory optimized, and compute optimized, as well as disk types like standard persistent disk and SSDs.']}, {'end': 8710.747, 'start': 8166.564, 'title': 'Setting up google cloud virtual machines', 'summary': 'Covers setting up google cloud virtual machines, including choosing custom images, setting up security and networking, and connecting to the instances via ssh, with a focus on managing preemptible instances and live migration for vms.', 'duration': 544.183, 'highlights': ['Setting up preemptible virtual machines can save up to 80% in cost for virtual CPU and memory, suitable for running bad jobs and fault tolerant workloads.', 'Compute Engine offers live migration for VMs, allowing instances to be migrated to other hardware without rebooting during infrastructure maintenance.', 'Instructions on setting up SSH connections using public and private keys, including using PuttyGen to generate keys and connecting to instances using PuTTY for SSH access.', 'Creating and using instance templates to spin up multiple instances with the same configuration, simplifying the process of creating new instances.', 'Steps to connect to the instance via SSH, including using the public IP and Putty to establish a connection and confirm access to the machine.']}], 'duration': 898.644, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit507812103.jpg', 'highlights': ['The compute domain offers scalable, high-performance virtual machines with access to high-performance networking infrastructure and block storage.', 'Different machine types such as general purpose, compute optimized, and memory optimized are available, catering to various workload requirements.', 'Setting up preemptible virtual machines can save up to 80% in cost for virtual CPU and memory, suitable for running bad jobs and fault tolerant workloads.', 'Compute Engine offers live migration for VMs, allowing instances to be migrated to other hardware without rebooting during infrastructure maintenance.']}, {'end': 9846.625, 'segs': [{'end': 8736.764, 'src': 'embed', 'start': 8710.747, 'weight': 6, 'content': [{'end': 8716.271, 'text': "now, once you're logged in, you can always do a minus ssh and that shows you the file.", 'start': 8710.747, 'duration': 5.524}, {'end': 8717.312, 'text': 'so this is how.', 'start': 8716.271, 'duration': 1.041}, {'end': 8721.315, 'text': 'you have just used the compute engine to spin up an instance,', 'start': 8717.312, 'duration': 4.003}, {'end': 8730.281, 'text': 'but we used a template which basically allowed me to create this instance and then I can connect to this instance and then I can start working on this.', 'start': 8721.315, 'duration': 8.966}, {'end': 8736.764, 'text': 'So when we talk about features of Compute Engine, it has predefined machine types, as we saw.', 'start': 8730.781, 'duration': 5.983}], 'summary': 'Compute engine allows creating instances with predefined machine types for easier management.', 'duration': 26.017, 'max_score': 8710.747, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit508710747.jpg'}, {'end': 8803.105, 'src': 'embed', 'start': 8779.458, 'weight': 5, 'content': [{'end': 8787.883, 'text': 'you have durable high performance block storage for virtual machine instances in the form of persistent disks where data is stored redundantly,', 'start': 8779.458, 'duration': 8.425}, {'end': 8792.486, 'text': 'for integrity, flexibility and to resize storage without interruption.', 'start': 8787.883, 'duration': 4.603}, {'end': 8797.769, 'text': 'And you could be choosing HDDs or SDDs for your instances.', 'start': 8792.886, 'duration': 4.883}, {'end': 8803.105, 'text': 'Now you also have option such as GPU accelerators.', 'start': 8798.396, 'duration': 4.709}], 'summary': 'Durable, high-performance block storage for vm instances with redundant data storage, hdd and sdd options, and gpu accelerators.', 'duration': 23.647, 'max_score': 8779.458, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit508779458.jpg'}, {'end': 8992.272, 'src': 'embed', 'start': 8968.714, 'weight': 4, 'content': [{'end': 8978.042, 'text': 'And that basically will again show me different options which are available if you would be interested in setting up instances from the command line.', 'start': 8968.714, 'duration': 9.328}, {'end': 8989.67, 'text': 'so here I can say gcloud, compute and then go for instances, and if you do not know the commands, you can just hit enter.', 'start': 8978.042, 'duration': 11.628}, {'end': 8992.272, 'text': 'that will show you all the different options which we have.', 'start': 8989.67, 'duration': 2.602}], 'summary': 'Exploring gcloud compute options for setting up instances from the command line.', 'duration': 23.558, 'max_score': 8968.714, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit508968714.jpg'}, {'end': 9056.127, 'src': 'embed', 'start': 9011.419, 'weight': 0, 'content': [{'end': 9020.762, 'text': 'I can even create an instance by using a create command here and you can just do a create help which will show you what are the different options you can give.', 'start': 9011.419, 'duration': 9.343}, {'end': 9024.291, 'text': 'so it says instance name is what you need.', 'start': 9020.762, 'duration': 3.529}, {'end': 9030.294, 'text': 'you can choose an accelerator, you can choose the boot disk and various other options.', 'start': 9024.291, 'duration': 6.003}, {'end': 9042.1, 'text': 'so i can just say create and then i can give a name, for example c2, and once i click on this one it says did you mean europe west 4 zone?', 'start': 9030.294, 'duration': 11.806}, {'end': 9049.583, 'text': 'so it is asking me for the region and the zone and i can say yes, and these settings are coming from my default profile.', 'start': 9042.1, 'duration': 7.483}, {'end': 9052.565, 'text': 'i can always change those by changing the metadata.', 'start': 9049.583, 'duration': 2.982}, {'end': 9055.086, 'text': 'So now we have created an instance.', 'start': 9053.004, 'duration': 2.082}, {'end': 9056.127, 'text': 'It says running.', 'start': 9055.347, 'duration': 0.78}], 'summary': "Creating an instance 'c2' with default settings in europe west 4 zone.", 'duration': 44.708, 'max_score': 9011.419, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit509011419.jpg'}], 'start': 8710.747, 'title': 'Google cloud platform overview', 'summary': 'Covers google compute engine features like predefined & custom machine types, preemptible vms, block storage, gpu accelerators, and cost-saving options. it also introduces compute engine as a service, multiple region instances, object storage, and cloud bigtable setup.', 'chapters': [{'end': 9030.294, 'start': 8710.747, 'title': 'Google compute engine overview', 'summary': 'Explains the features of google compute engine, including predefined machine types, custom machine types, preemptible vms, durable high performance block storage, gpu accelerators, and cost-saving options, such as commitment savings and sustained use discounts.', 'duration': 319.547, 'highlights': ['Predefined machine types with configurations for every need Compute Engine offers different predefined virtual machines with configurations for every need, including small general purpose instances and large memory optimized instances with up to 11.5 terabytes of RAM.', 'Custom machine types for workload optimization Users can create a VM that best fits their workload by tailoring custom machine types to their specific needs, resulting in significant savings.', 'GPU accelerators for computationally intensive workloads GPUs can be added to accelerate computationally intensive workloads like machine learning, simulation, medical analysis, and virtual workstation applications, with the flexibility to add and remove GPUs as needed and pay only while using.', 'Cost-saving options Compute Engine offers cost-saving options such as commitment savings of up to 57% with upfront cost per instance type lock-in, sustained use discounts for running resources for a significant portion of the billing month, and the ability to create reservations for VM instances in a specific zone to ensure resources for future demand and delete the reservation if no longer needed.', 'Cloud Shell and Cloud SDK support for setting up instances Users can utilize Cloud Shell and Cloud SDK support to set up instances, allowing for command line setup and management of compute engine resources.']}, {'end': 9346.636, 'start': 9030.294, 'title': 'Google cloud platform: compute and storage overview', 'summary': "Introduces google cloud platform's compute engine as a service, demonstrating the creation of instances in multiple regions and the storage offerings including object storage with unique keys and versioning.", 'duration': 316.342, 'highlights': ["Google Cloud Platform's compute engine allows creating instances in multiple regions with distinct options and commands from the command line. The chapter demonstrates the creation of instances in Europe West 3 and Europe West 4, each with internal and external IPs, showcasing the flexibility of region and metadata settings.", "Introduction to Google Cloud Platform's storage offerings, particularly focusing on object storage with unique keys and immutable storage objects. The chapter outlines the concept of object storage with unique keys in the form of URLs and immutable storage objects, explaining the composition of storage buckets and control access via IAM or access control list.", 'Guidance on creating a storage bucket in Google Cloud Platform with options for location type and storage class, emphasizing cost variants based on storage class. The chapter provides guidance on creating a storage bucket, explaining the options for location type (region-specific, dual region, multi-region) and storage class (standard, nearline, coldline, archival) with associated costs and recommended use cases.']}, {'end': 9846.625, 'start': 9347.216, 'title': 'Google cloud storage and bigtable overview', 'summary': 'Explains how to create and manage google cloud storage buckets, including setting permissions, uploading files, and accessing data, as well as setting up cloud bigtable instances with details such as instance name, storage type, and performance metrics.', 'duration': 499.409, 'highlights': ['Google Cloud Storage setup and management Details on creating and managing Google Cloud Storage buckets, including setting permissions, uploading files, and accessing data.', 'Cloud Bigtable instance creation and setup Steps for creating Cloud Bigtable instances, specifying instance name, storage type, region, and the number of nodes, along with performance metrics and replication options.', "Bigtable's role in NoSQL databases Information on Bigtable as a pioneer in NoSQL databases, its scalability, usage in Google services, launch as a customer service in 2015, and encryption and access specification using IAM roles."]}], 'duration': 1135.878, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit508710747.jpg', 'highlights': ['Predefined machine types with configurations for every need Compute Engine offers different predefined virtual machines with configurations for every need, including small general purpose instances and large memory optimized instances with up to 11.5 terabytes of RAM.', 'Custom machine types for workload optimization Users can create a VM that best fits their workload by tailoring custom machine types to their specific needs, resulting in significant savings.', 'GPU accelerators for computationally intensive workloads GPUs can be added to accelerate computationally intensive workloads like machine learning, simulation, medical analysis, and virtual workstation applications, with the flexibility to add and remove GPUs as needed and pay only while using.', 'Cost-saving options Compute Engine offers cost-saving options such as commitment savings of up to 57% with upfront cost per instance type lock-in, sustained use discounts for running resources for a significant portion of the billing month, and the ability to create reservations for VM instances in a specific zone to ensure resources for future demand and delete the reservation if no longer needed.', "Introduction to Google Cloud Platform's storage offerings, particularly focusing on object storage with unique keys and immutable storage objects. The chapter outlines the concept of object storage with unique keys in the form of URLs and immutable storage objects, explaining the composition of storage buckets and control access via IAM or access control list.", 'Guidance on creating a storage bucket in Google Cloud Platform with options for location type and storage class, emphasizing cost variants based on storage class. The chapter provides guidance on creating a storage bucket, explaining the options for location type (region-specific, dual region, multi-region) and storage class (standard, nearline, coldline, archival) with associated costs and recommended use cases.', 'Google Cloud Storage setup and management Details on creating and managing Google Cloud Storage buckets, including setting permissions, uploading files, and accessing data.', 'Cloud Bigtable instance creation and setup Steps for creating Cloud Bigtable instances, specifying instance name, storage type, region, and the number of nodes, along with performance metrics and replication options.', "Bigtable's role in NoSQL databases Information on Bigtable as a pioneer in NoSQL databases, its scalability, usage in Google services, launch as a customer service in 2015, and encryption and access specification using IAM roles."]}, {'end': 11189.14, 'segs': [{'end': 10056.373, 'src': 'heatmap', 'start': 9911.963, 'weight': 1, 'content': [{'end': 9921.666, 'text': 'so it can be used for wide range of applications, especially when you talk about your OLAP, that is, online analytical processing.', 'start': 9911.963, 'duration': 9.703}, {'end': 9926.408, 'text': 'so it is designed to store key value pairs and there can be different use cases.', 'start': 9921.666, 'duration': 4.742}, {'end': 9934.371, 'text': 'so, for example, if you are using something like cloud data flow or cloud data proc, where you would want MapReduce kind of operations,', 'start': 9926.408, 'duration': 7.963}, {'end': 9939.793, 'text': 'Bigtable can act as a good storage because it has very high throughput and scalability.', 'start': 9934.851, 'duration': 4.942}, {'end': 9948.776, 'text': 'And the best thing is that it supports HBase API, thus allowing easy integration with Apache, Hadoop and Spark clusters,', 'start': 9940.233, 'duration': 8.543}, {'end': 9955.239, 'text': 'which you can bring up using one more service which Google Cloud Platform offers, which is called Cloud Dataproc.', 'start': 9948.776, 'duration': 6.463}, {'end': 9958.461, 'text': 'So Bigtable is good for real-time analytics.', 'start': 9955.999, 'duration': 2.462}, {'end': 9963.165, 'text': "It's commonly seen in financial services, IoT, and others.", 'start': 9959.202, 'duration': 3.963}, {'end': 9971.131, 'text': 'And if you are thinking of running interactive SQL, then Bigtable would not be the right choice.', 'start': 9963.785, 'duration': 7.346}, {'end': 9973.573, 'text': 'But the other choice would be BigQuery.', 'start': 9971.511, 'duration': 2.062}, {'end': 9982.495, 'text': 'you should also remember that this has a cluster running and you would be charged if this cluster kept on running.', 'start': 9974.153, 'duration': 8.342}, {'end': 9986.936, 'text': "so you have to be very careful in your free account when you're using such services.", 'start': 9982.495, 'duration': 4.441}, {'end': 9993.177, 'text': 'now we have clicked on this one, so i can select this one and basically i can look at the permissions.', 'start': 9986.936, 'duration': 6.241}, {'end': 9996.938, 'text': 'i can look at the labels, i can look at inherited permissions.', 'start': 9993.177, 'duration': 3.761}, {'end': 10006.721, 'text': 'here. i can also click on my instance which we created, and either you can edit or you can just do a delete.', 'start': 9996.938, 'duration': 9.783}, {'end': 10011.062, 'text': 'so as of now, we will just delete this which needs you to give in the name.', 'start': 10006.721, 'duration': 4.341}, {'end': 10016.584, 'text': "so we'll say aua, test, bt and then click on delete.", 'start': 10011.062, 'duration': 5.522}, {'end': 10025.009, 'text': 'so whenever you are trying out different services, the first approach should be setting up these different services, seeing how they work,', 'start': 10016.584, 'duration': 8.425}, {'end': 10029.252, 'text': 'basically trying connecting to them, and once you are satisfied with the initial test,', 'start': 10025.009, 'duration': 4.243}, {'end': 10035.497, 'text': 'then you can plan your actions and come back and use the service for a longer duration.', 'start': 10029.252, 'duration': 6.245}, {'end': 10038.74, 'text': "now that's your big table, which is one of the offerings.", 'start': 10035.497, 'duration': 3.243}, {'end': 10044.024, 'text': 'we can go back into storage, and here you have other options which are available.', 'start': 10038.74, 'duration': 5.284}, {'end': 10046.246, 'text': 'so, for example, we were in big table.', 'start': 10044.024, 'duration': 2.222}, {'end': 10049.689, 'text': 'you also have an option such as cloud data store.', 'start': 10046.246, 'duration': 3.443}, {'end': 10056.373, 'text': "now that's one more service which is offered by google cloud platform when it comes to storage domain.", 'start': 10049.689, 'duration': 6.684}], 'summary': 'Google cloud bigtable offers high throughput and scalability for real-time analytics, commonly used in financial services and iot. not suitable for interactive sql, but supports hbase api for easy integration with apache, hadoop, and spark clusters.', 'duration': 144.41, 'max_score': 9911.963, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit509911963.jpg'}, {'end': 10297.793, 'src': 'embed', 'start': 10271.494, 'weight': 4, 'content': [{'end': 10280.24, 'text': "let's go to data store option or I can go into admin here, which basically says if you have entities, you can import or export them.", 'start': 10271.494, 'duration': 8.746}, {'end': 10285.124, 'text': "so let's go back and let's again look into storage options.", 'start': 10280.24, 'duration': 4.884}, {'end': 10288.086, 'text': 'so as of now we were in data store.', 'start': 10285.124, 'duration': 2.962}, {'end': 10290.087, 'text': "let's click on this one.", 'start': 10288.086, 'duration': 2.001}, {'end': 10297.793, 'text': 'so, as I mentioned, your cloud data store, which basically gives you some additional features on top of your big table.', 'start': 10290.087, 'duration': 7.706}], 'summary': 'Cloud data store offers additional features on top of big table.', 'duration': 26.299, 'max_score': 10271.494, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5010271494.jpg'}, {'end': 10954.225, 'src': 'embed', 'start': 10932.392, 'weight': 1, 'content': [{'end': 10942.318, 'text': 'here. it tells what kind of machines you would want to use and by default it has populated as the machine here, which is 4 CPU and 15 gigabyte.', 'start': 10932.392, 'duration': 9.926}, {'end': 10946.661, 'text': "now, since you might be using a free account, let's not go for the high-end machine.", 'start': 10942.318, 'duration': 4.343}, {'end': 10951.023, 'text': "let's go for n1, standard 2, and then you can scroll down.", 'start': 10946.661, 'duration': 4.362}, {'end': 10954.225, 'text': 'it says what is the primary disk, what is the disk type?', 'start': 10951.023, 'duration': 3.202}], 'summary': 'Recommend using n1 standard 2 machine with 4 cpu and 15 gb ram for free account.', 'duration': 21.833, 'max_score': 10932.392, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5010932392.jpg'}, {'end': 11148.875, 'src': 'embed', 'start': 11101.155, 'weight': 0, 'content': [{'end': 11108.539, 'text': "it is basically using let's go here and let's go to compute engine and let's look into VM instances.", 'start': 11101.155, 'duration': 7.384}, {'end': 11115.574, 'text': 'So Dataproc, which has spun up a cluster, is also using the VM instances which we see here are running.', 'start': 11109.451, 'duration': 6.123}, {'end': 11120.096, 'text': 'It is using the buckets and it has made a cluster ready to use.', 'start': 11116.094, 'duration': 4.002}, {'end': 11125.379, 'text': 'so you can click on this cluster and that shows me my cluster related details.', 'start': 11120.096, 'duration': 5.283}, {'end': 11131.362, 'text': 'if there are any jobs running, what are VM instances, what kind of configurations it has used?', 'start': 11125.379, 'duration': 5.983}, {'end': 11133.583, 'text': 'and you can look at different details here.', 'start': 11131.362, 'duration': 2.221}, {'end': 11135.444, 'text': 'You can look at the logs.', 'start': 11133.863, 'duration': 1.581}, {'end': 11143.81, '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': 11135.444, 'duration': 8.366}, {'end': 11148.875, 'text': 'so it says there is this particular job which was run, which was a spark job.', 'start': 11143.81, 'duration': 5.065}], 'summary': 'Dataproc has spun up a cluster using vm instances, running a spark job.', 'duration': 47.72, 'max_score': 11101.155, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5011101155.jpg'}], 'start': 9846.625, 'title': 'Google cloud services', 'summary': "Provides an overview of google cloud bigtable, emphasizing its suitability for low latency access, performance for data greater than one terabyte, limitations for smaller data, and use cases for online analytical processing, mapreduce operations, and real-time analytics. it also elaborates on setting up and managing google cloud storage and database services, such as bigtable, cloud datastore, and cloud firestore, with a focus on their features, pricing, and use cases. additionally, it discusses google cloud services such as cloud spanner, cloud sql, and bigquery, emphasizing their features like scalability, managed services, and sql support, with cloud spanner being a globally consistent and scalable relational database released in 2017. the chapter also highlights the pricing and data loading options in bigquery, including storage costs of 0.02 cents per gb per month, and discusses data proc's managed service for running big data workloads, with features such as cluster management and job submission.", 'chapters': [{'end': 9986.936, 'start': 9846.625, 'title': 'Google cloud bigtable overview', 'summary': 'Provides an overview of google cloud bigtable, emphasizing its suitability for low latency access, performance for data greater than one terabyte, limitations for smaller data, and use cases for online analytical processing, mapreduce operations, and real-time analytics.', 'duration': 140.311, 'highlights': ['Bigtable is suitable for low latency access and performs well for data greater than one terabyte, but suffers from high overhead for smaller data.', 'Performance of Bigtable will degrade if storing individual elements larger than 10 megabytes, making object storage a better option for storing bigger objects like images and video files.', 'Bigtable is not suitable for multi-row transactions or online transaction processing, but excels in a wide range of applications, especially for online analytical processing, MapReduce operations, and real-time analytics with very high throughput and scalability.', 'Supports HBase API, allowing easy integration with Apache, Hadoop, and Spark clusters, and is commonly used in financial services, IoT, and other industries.', 'Bigtable is not suitable for interactive SQL, and users should opt for BigQuery instead to avoid unnecessary charges for running clusters.']}, {'end': 10338.159, 'start': 9986.936, 'title': 'Google cloud storage and database services', 'summary': 'Elaborates on setting up and managing google cloud storage and database services, such as bigtable, cloud datastore, and cloud firestore, with a focus on their features, pricing, and use cases for different types of data, highlighting the importance of initial testing before long-term usage.', 'duration': 351.223, 'highlights': ['Cloud Datastore vs. Cloud Bigtable pricing structure Comparing the pricing structure between Cloud Datastore and Cloud Bigtable, where Cloud Datastore charges for monthly storage, reads, and writes, while Cloud Bigtable charges for the running cluster, emphasizing the cost-effectiveness of each service based on data size and access frequency.', 'Features and services added to Bigtable resulting in Cloud Datastore Explaining how Google added features and services on top of Bigtable, such as secondary indexes and asset properties for reliable transactions, to create Cloud Datastore, highlighting the evolution of the service and its capabilities.', 'Selection of database location and its implications Detailing the options for selecting the location of the database, such as regional or multi-region, and the implications on cost, availability, and latency, providing insights into the decision-making process for database storage.']}, {'end': 10693.451, 'start': 10338.159, 'title': 'Google cloud services overview', 'summary': 'Discusses google cloud services such as cloud spanner, cloud sql, and bigquery, emphasizing their features like scalability, managed services, and sql support, with cloud spanner being a globally consistent and scalable relational database released in 2017.', 'duration': 355.292, 'highlights': ['Cloud Spanner: Released in 2017, it offers strong consistency for SQL-based queries, multi-region deployment, and massive scalability, making it a globally consistent and scalable relational database.', 'Cloud SQL: A managed service offering fully managed relational MySQL, Postgres, and SQL Server databases with features like terabytes of storage capacity, 40,000 IOPS, and huge RAM per instance.', 'BigQuery: Allows processing billions of rows in seconds, real-time analysis of streaming data, and ease of implementation and scaling, making it a cost-effective option for data warehousing and querying.']}, {'end': 11189.14, 'start': 10694.092, 'title': 'Bigquery and data proc overview', 'summary': "Highlights the pricing and data loading options in bigquery, including storage costs of 0.02 cents per gb per month, and also discusses data proc's managed service for running big data workloads, with features such as cluster management and job submission.", 'duration': 495.048, 'highlights': ['BigQuery storage costs are approximately 0.02 cents per GB per month, and there is no charge for reading data from storage. The storage cost for BigQuery is approximately 0.02 cents per GB per month, and there is no charge for reading data from storage.', 'Data loading options in BigQuery include getting data from cloud storage, Google Drive, Cloud Datastore, Stackdriver, Cloud Bigtable, and other web interfaces. Data loading options in BigQuery include getting data from cloud storage, Google Drive, Cloud Datastore, Stackdriver, Cloud Bigtable, and other web interfaces.', 'BigQuery allows uploading files of 10 megabytes or less using a web interface, and also supports data streaming for adding one record at a time. BigQuery allows uploading files of 10 megabytes or less using a web interface, and also supports data streaming for adding one record at a time.', 'Data Proc is a managed service for running big data workloads, using compute engine instances under the hood, and integrates with other Google Cloud services. Data Proc is a managed service for running big data workloads, using compute engine instances under the hood, and integrates with other Google Cloud services.', 'Data Proc provides features such as spinning up clusters, integrated yarn for cluster management, and click-to-create cluster option with customizable configurations. Data Proc provides features such as spinning up clusters, integrated yarn for cluster management, and click-to-create cluster option with customizable configurations.']}], 'duration': 1342.515, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit509846625.jpg', 'highlights': ['Bigtable excels in online analytical processing, MapReduce operations, and real-time analytics with high throughput and scalability.', 'Cloud Spanner offers strong consistency for SQL-based queries, multi-region deployment, and massive scalability.', 'BigQuery allows processing billions of rows in seconds, real-time analysis of streaming data, and ease of implementation and scaling.', 'BigQuery storage costs are approximately 0.02 cents per GB per month, and there is no charge for reading data from storage.', 'Data loading options in BigQuery include getting data from cloud storage, Google Drive, Cloud Datastore, Stackdriver, Cloud Bigtable, and other web interfaces.', 'Data Proc is a managed service for running big data workloads, using compute engine instances under the hood, and integrates with other Google Cloud services.']}, {'end': 12359.307, 'segs': [{'end': 11635.934, 'src': 'embed', 'start': 11607.065, 'weight': 3, 'content': [{'end': 11610.286, 'text': 'Now, AWS is the current market leader when it comes to cloud computing.', 'start': 11607.065, 'duration': 3.221}, {'end': 11614.607, 'text': 'Now, as you remember, we contribute at least 47% of the entire market share.', 'start': 11610.466, 'duration': 4.141}, {'end': 11622.429, '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': 11614.927, 'duration': 7.502}, {'end': 11623.39, 'text': "Yeah, that's true.", 'start': 11622.73, 'duration': 0.66}, {'end': 11626.251, 'text': 'But you should also know that GCP is steadily growing.', 'start': 11623.51, 'duration': 2.741}, {'end': 11630.412, 'text': 'We have over 60 services that are up and running as you can see here.', 'start': 11626.511, 'duration': 3.901}, {'end': 11631.612, 'text': 'and a lot more to come.', 'start': 11630.632, 'duration': 0.98}, {'end': 11635.934, 'text': "It's only a matter of time when we will have as many services as you do.", 'start': 11631.832, 'duration': 4.102}], 'summary': 'Aws leads with 47% market share, 100+ services. gcp has 60 services and growing.', 'duration': 28.869, 'max_score': 11607.065, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5011607065.jpg'}, {'end': 11821.315, 'src': 'embed', 'start': 11790.309, 'weight': 1, 'content': [{'end': 11792.971, 'text': 'AWS provides the best support that can be given to the customers.', 'start': 11790.309, 'duration': 2.662}, {'end': 11794.733, 'text': 'Containers are better with GCP.', 'start': 11793.212, 'duration': 1.521}, {'end': 11797.795, 'text': 'A container is a virtual process running in user space.', 'start': 11794.933, 'duration': 2.862}, {'end': 11803.379, 'text': 'As Kubernetes was originally developed by Google, GCP has full native support for the tool.', 'start': 11798.135, 'duration': 5.244}, {'end': 11807.863, 'text': 'Other cloud services are just fine-tuning a way to provide Kubernetes as a service.', 'start': 11803.58, 'duration': 4.283}, {'end': 11813.368, 'text': 'Also, the containers help with abstracting applications from their environment they originally planned.', 'start': 11808.203, 'duration': 5.165}, {'end': 11816.891, 'text': 'The applications can be deployed easily regardless of their environment.', 'start': 11813.628, 'duration': 3.263}, {'end': 11821.315, 'text': 'When it comes to geographies, AWS is better since they have a head start of a few years.', 'start': 11817.311, 'duration': 4.004}], 'summary': 'Aws offers superior customer support, while gcp excels with containers and kubernetes native support. aws has an edge in geographies with a few years head start.', 'duration': 31.006, 'max_score': 11790.309, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5011790309.jpg'}, {'end': 11985.302, 'src': 'embed', 'start': 11931.904, 'weight': 2, 'content': [{'end': 11933.426, 'text': 'such as Google Cloud.', 'start': 11931.904, 'duration': 1.522}, {'end': 11941.996, 'text': 'And cloud computing basically means using hardware and software components to deliver a service on a network.', 'start': 11933.446, 'duration': 8.55}, {'end': 11950.083, 'text': 'now here users can access files, applications from any device that can access internet.', 'start': 11941.996, 'duration': 8.087}, {'end': 11960.492, 'text': 'so when we talk about cloud computing, this is basically using services which are hosted on the infrastructure managed by cloud provider.', 'start': 11950.083, 'duration': 10.409}, {'end': 11970.357, 'text': 'when we talk about resources which can be used, that may include big data services, storage options, your computing options,', 'start': 11960.492, 'duration': 9.865}, {'end': 11975.178, 'text': 'networking options and various other services which a cloud provider offers.', 'start': 11970.357, 'duration': 4.821}, {'end': 11985.302, 'text': 'Cloud computing has various different service models such as you have platform as a service, software as a service, infrastructure as a service.', 'start': 11976.479, 'duration': 8.823}], 'summary': 'Cloud computing delivers services via network with various service models and resources.', 'duration': 53.398, 'max_score': 11931.904, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5011931904.jpg'}, {'end': 12332.753, 'src': 'embed', 'start': 12306.277, 'weight': 0, 'content': [{'end': 12310.844, 'text': 'You have LAMP, which stands for Linux, Apache, MySQL and PHP.', 'start': 12306.277, 'duration': 4.567}, {'end': 12321.199, 'text': 'And LAMP stack consists of Linux, Apache, HTTP server, MySQL, and PHP, and is used to host websites and web applications.', 'start': 12311.505, 'duration': 9.694}, {'end': 12332.753, 'text': 'You also have your option of building your own website so you can develop website or web application with your own code directly on Compute Engine.', 'start': 12322.148, 'duration': 10.605}], 'summary': 'Lamp stack includes linux, apache, mysql, and php for hosting websites and web applications.', 'duration': 26.476, 'max_score': 12306.277, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5012306277.jpg'}], 'start': 11189.36, 'title': 'Google cloud platform services and choosing between gcp and aws', 'summary': "Discusses google cloud platform's managed services such as kubernetes, cloud functions, networking, monitoring, and big data services, comparing gcp's real-time managed messaging service with kafka. it also compares gcp with aws, emphasizing gcp's cost-effectiveness, market share, and service offerings, alongside aws's dominance. additionally, it explores the choice between gcp and aws for web hosting, highlighting gcp's advantages in pricing, speed, live migration of apps, big data offerings, productivity, security, and flexibility.", 'chapters': [{'end': 11257.811, 'start': 11189.36, 'title': 'Google cloud platform services', 'summary': 'Discusses the various managed services offered by google cloud platform, including kubernetes, cloud functions, networking and monitoring services, and big data specific services, with a focus on the real-time managed messaging service and its comparison with kafka.', 'duration': 68.451, 'highlights': ['Google Cloud Platform offers various managed services such as Kubernetes, cloud functions, networking and monitoring services, and big data specific services, with detailed documentation available for each service.', 'The chapter emphasizes a real-time managed messaging service offered by Google Cloud Platform, which is a pioneer in the field and is used for publish-subscribe messaging system requirements.']}, {'end': 11826.199, 'start': 11258.968, 'title': 'Google cloud platform services', 'summary': "Discusses the different services offered by google cloud platform (gcp) and compares it with amazon web services (aws), highlighting gcp's cost-effectiveness, market share, and service offerings, as well as aws's experience and market leadership, with key points including gcp's lower pricing, aws's market share dominance, and their respective service offerings.", 'duration': 567.231, 'highlights': ["AWS contributes 47% of the market share, occupying a significant chunk of the cloud computing market. AWS's market share dominance is highlighted, contributing 47% of the market share, indicating its leadership in the cloud computing market.", "GCP's cost for a CPU instance or regional storage is significantly cheaper compared to AWS, with a 25% annual cost reduction and multi-regional cloud storage. GCP's cost-effectiveness is emphasized, with a 25% annual cost reduction compared to AWS and the availability of multi-regional cloud storage, showcasing GCP's competitive pricing.", "GCP offers over 60 services and is steadily growing, with many companies adopting GCP as their cloud service provider. GCP's service offerings and growth are highlighted, with over 60 services available and increasing adoption by companies, indicating GCP's expanding presence in the cloud service market.", 'AWS provides superior application support due to years of experience, while GCP excels in containers with full native support for Kubernetes. The strengths of AWS and GCP are compared, with AWS providing superior application support based on its experience, and GCP excelling in containers with full native support for Kubernetes, showcasing their respective expertise in different areas.', "GCP offers superior telemetry tools for analyzing services and providing opportunities for improvement. GCP's superior telemetry tools are highlighted, emphasizing its capabilities for analyzing services and facilitating improvements."]}, {'end': 12359.307, 'start': 11826.659, 'title': 'Choosing between gcp and aws', 'summary': "Discusses the choice between google cloud platform (gcp) and aws for web hosting, highlighting gcp's advantages in terms of pricing, speed, live migration of apps, big data offerings, productivity, security, and flexibility.", 'duration': 532.648, 'highlights': ['Google Cloud Platform (GCP) offers better pricing compared to its competitors, with various services such as infrastructure as a service and managed services, making it a cost-effective option. GCP provides better pricing for services like compute engine instances, Dataproc, Bigtable, and BigQuery, offering cost efficiency and reliability.', "GCP provides fast and reliable website hosting, ensuring customer and site protection, and offers high productivity, security, and flexibility. GCP's web hosting ensures fast and reliable website hosting with high security, encryption, flexibility, and scalability, allowing high productivity and cost effectiveness.", "GCP's features include live migration of apps, which is not offered by its competitors, allowing for seamless migration during maintenance without affecting application performance. GCP's live migration feature ensures seamless migration of instances during maintenance without affecting application performance, providing a unique advantage compared to competitors.", 'GCP offers various big data services such as PubSub and DataProc, making it advantageous in the big data space compared to other competitors. GCP provides various big data services like PubSub and DataProc, allowing users to spin up Hadoop and Spark clusters and run different jobs, making it advantageous in the big data space.']}], 'duration': 1169.947, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5011189360.jpg', 'highlights': ['GCP offers over 60 services and is steadily growing, with many companies adopting GCP as their cloud service provider.', "GCP's cost for a CPU instance or regional storage is significantly cheaper compared to AWS, with a 25% annual cost reduction and multi-regional cloud storage.", 'GCP provides better pricing for services like compute engine instances, Dataproc, Bigtable, and BigQuery, offering cost efficiency and reliability.', "GCP's web hosting ensures fast and reliable website hosting with high security, encryption, flexibility, and scalability, allowing high productivity and cost effectiveness.", "GCP's live migration feature ensures seamless migration of instances during maintenance without affecting application performance, providing a unique advantage compared to competitors.", 'GCP provides various big data services like PubSub and DataProc, allowing users to spin up Hadoop and Spark clusters and run different jobs, making it advantageous in the big data space.']}, {'end': 13373.742, 'segs': [{'end': 12462.497, 'src': 'embed', 'start': 12434.915, 'weight': 2, 'content': [{'end': 12449.667, 'text': 'Now what we have seen here is that your Google Cloud and its web hosting basically offers users to run their websites or use a web hosting solution that can benefit in more than one way.', 'start': 12434.915, 'duration': 14.752}, {'end': 12458.093, 'text': 'The simplest approach could be seen is by clicking and setting up a VM instance by going to your console.', 'start': 12450.147, 'duration': 7.946}, {'end': 12462.497, 'text': 'For example, if we go in to the Google Cloud platform,', 'start': 12458.253, 'duration': 4.244}], 'summary': 'Google cloud offers web hosting for running websites and setting up vm instances easily.', 'duration': 27.582, 'max_score': 12434.915, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5012434915.jpg'}, {'end': 12617.465, 'src': 'embed', 'start': 12587.847, 'weight': 1, 'content': [{'end': 12590.789, 'text': 'click on ok, and that shows you the public key.', 'start': 12587.847, 'duration': 2.942}, {'end': 12593.051, 'text': "let's copy the public key from here.", 'start': 12590.789, 'duration': 2.262}, {'end': 12597.153, 'text': "let's go into our instance and i can give this here.", 'start': 12593.051, 'duration': 4.102}, {'end': 12598.474, 'text': 'that resolves the name.', 'start': 12597.153, 'duration': 1.321}, {'end': 12604.838, 'text': 'so i have the private key saved on my machine and public key, which will be pushed into the machine.', 'start': 12598.474, 'duration': 6.364}, {'end': 12605.778, 'text': 'i can click on,', 'start': 12604.838, 'duration': 0.94}, {'end': 12617.465, 'text': 'create and that should create my instance to which you can connect using ssh from the console itself or using a external client such as putty,', 'start': 12605.778, 'duration': 11.687}], 'summary': 'Demonstrating how to create an instance and connect using ssh, including using a public key.', 'duration': 29.618, 'max_score': 12587.847, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5012587847.jpg'}, {'end': 12770.74, 'src': 'embed', 'start': 12736.551, 'weight': 7, 'content': [{'end': 12746.993, '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': 12736.551, 'duration': 10.442}, {'end': 12751.173, 'text': "now what i can also do is here i'm logged into the instance.", 'start': 12746.993, 'duration': 4.18}, {'end': 12759.398, 'text': 'my apache server is running, so the best way to check if apache web server is accessible via http.', 'start': 12751.173, 'duration': 8.225}, {'end': 12763.946, 'text': 'all i need is my public ip.', 'start': 12759.398, 'duration': 4.548}, {'end': 12764.847, 'text': "so let's copy this.", 'start': 12763.946, 'duration': 0.901}, {'end': 12770.74, 'text': "Let's go here and I will say http://.", 'start': 12765.376, 'duration': 5.364}], 'summary': 'Demonstrated accessing apache server via http using public ip.', 'duration': 34.189, 'max_score': 12736.551, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5012736551.jpg'}, {'end': 12879.161, 'src': 'embed', 'start': 12852.82, 'weight': 5, 'content': [{'end': 12860.042, 'text': 'What I can also do is for now I can test it out and I can put in a different HTML page and see how that works.', 'start': 12852.82, 'duration': 7.222}, {'end': 12870.284, 'text': 'So we had basically the page here in var www and then we had the HTML folder.', 'start': 12860.642, 'duration': 9.642}, {'end': 12875.538, 'text': 'and in HTML folder, what I had was this index file.', 'start': 12871.155, 'duration': 4.383}, {'end': 12879.161, 'text': 'So as of now, I just moved it and I put it in a different location.', 'start': 12875.598, 'duration': 3.563}], 'summary': 'Tested placing index file in a different location.', 'duration': 26.341, 'max_score': 12852.82, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5012852820.jpg'}, {'end': 12966.551, 'src': 'embed', 'start': 12933.283, 'weight': 0, 'content': [{'end': 12940.649, 'text': "And now what I did was once I've done this, I basically did a service Apache restart.", 'start': 12933.283, 'duration': 7.366}, {'end': 12943.631, 'text': 'So once you do that, it will take up your new page.', 'start': 12940.969, 'duration': 2.662}, {'end': 12957.042, 'text': 'And once you have done that now, you can access that by going to your HTTP, given your details, and then basically give your public IP,', 'start': 12944.612, 'duration': 12.43}, {'end': 12962.187, 'text': 'which we can get from here, and just paste it here.', 'start': 12957.042, 'duration': 5.145}, {'end': 12966.551, 'text': 'now, hit on this, so that shows me there is a my page dot HTML.', 'start': 12962.187, 'duration': 4.364}], 'summary': 'Restarted apache service to display new page on public ip.', 'duration': 33.268, 'max_score': 12933.283, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5012933283.jpg'}, {'end': 13286.211, 'src': 'embed', 'start': 13262.052, 'weight': 6, 'content': [{'end': 13268.335, 'text': 'Completing this course will give you the skills and the confidence to take full advantage of the Google Cloud Platform ecosystem.', 'start': 13262.052, 'duration': 6.283}, {'end': 13273.264, 'text': 'Simply Learn offers you extensive training to help you understand the platform.', 'start': 13269.622, 'duration': 3.642}, {'end': 13278.467, 'text': 'You get eight hours of interactive instructor-led live online sessions.', 'start': 13274.085, 'duration': 4.382}, {'end': 13286.211, 'text': 'Along with the course, you receive a free trial account with $300 credit toward the use of Google Cloud Platform for 60 days.', 'start': 13279.227, 'duration': 6.984}], 'summary': 'Completing the course offers 8 hours of live sessions and $300 credit for 60 days of google cloud platform use.', 'duration': 24.159, 'max_score': 13262.052, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5013262052.jpg'}, {'end': 13373.742, 'src': 'embed', 'start': 13365.009, 'weight': 4, 'content': [{'end': 13371.438, 'text': 'Hi there, if you like this video, subscribe to the Simply Learn YouTube channel and click here to watch similar videos.', 'start': 13365.009, 'duration': 6.429}, {'end': 13373.742, 'text': 'To nerd up and get certified, click here.', 'start': 13371.759, 'duration': 1.983}], 'summary': 'Encourage subscription to simply learn youtube channel for similar videos and certification.', 'duration': 8.733, 'max_score': 13365.009, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5013365009.jpg'}], 'start': 12359.688, 'title': 'Leveraging cloud platforms for website success', 'summary': "Covers lush cosmetics' 40% reduced infrastructure hosting costs, improved availability during peak loads, and streamlined data center usage by leveraging google cloud platform. it also explains setting up and testing an apache web server on an ec2 instance, and discusses the google cloud platform's capability in data processing and machine learning, emphasizing the advantages of the simply learn cp100a training.", 'chapters': [{'end': 12490.324, 'start': 12359.688, 'title': 'Lush cosmetics gcp success story', 'summary': 'Highlights how lush cosmetics overcame website crashes and scalability issues by leveraging google cloud platform, resulting in 40% reduced infrastructure hosting costs, improved availability during peak loads, and streamlined data center usage.', 'duration': 130.636, 'highlights': ["Lush Cosmetics achieved 40% reduction in infrastructure hosting costs. By using Google Cloud SQL and Google Compute Engine's auto-scaling feature, Lush Cosmetics reduced infrastructure hosting costs by 40%.", "Improved availability during peak loads due to Google Compute Engine's auto-scaling feature. The availability during peak loads was improved by leveraging Google Compute Engine's auto-scaling feature on the GCP platform.", "Streamlined data center usage from 5 to 3 with Google's high-quality private network. Lush Cosmetics streamlined its data center usage from 5 to 3 by utilizing Google's high-quality private network, resulting in improved efficiency and cost savings.", 'Rapid VM deployment on Google Compute Engine enabled quick testing and deployment, monitoring, and destruction of environments in minutes. The team at Lush Cosmetics could test and deploy at speed by leveraging rapid VM deployment on Google Compute Engine, allowing monitoring and destruction of environments in minutes.']}, {'end': 12966.551, 'start': 12491.184, 'title': 'Setting up and testing apache web server on ec2', 'summary': "Explains how to set up and test an apache web server on an ec2 instance, including configuring machine specifications, choosing distribution, setting firewall rules, and testing the server's accessibility via http.", 'duration': 475.367, 'highlights': ['Setting up machine configurations and distribution The speaker explains the process of choosing machine specifications, such as virtual CPU core and RAM, and selecting distribution and disk size, including an option for SSDs or HDDs.', 'Configuring firewall rules and security options The transcript details the process of setting up firewall rules, including allowing HTTP and HTTPS access, and providing security options for external SSH client connections.', 'Testing Apache web server accessibility via HTTP The speaker demonstrates accessing the Apache web server page using the public IP, and explains the process of hosting a website on the EC2 instance by changing the index.html file.']}, {'end': 13373.742, 'start': 12966.551, 'title': 'Google cloud platform & big data training', 'summary': "Discusses the google cloud platform's capability in data processing and machine learning, highlighting its popularity amongst tech giants and the growing demand for google data engineer certifications, emphasizing the advantages of the simply learn cp100a training.", 'duration': 407.191, 'highlights': ['Google Cloud Platform offers cloud databases, managed Hadoop and Spark services, providing highly scalable and reliable data processing with tools like Dataflow and Dataproc. The Google Cloud Platform provides cloud databases, managed Hadoop and Spark services, allowing highly scalable and reliable data processing with tools like Dataflow and Dataproc.', 'Google Cloud Platform is popular among technology giants like Spotify and Apple, as well as healthcare and consumer goods leaders like Philips and Coca-Cola, showcasing its best-in-class performance and low cost. Technology giants like Spotify and Apple, as well as healthcare and consumer goods leaders like Philips and Coca-Cola, have implemented the Google Cloud platform, showcasing its best-in-class performance and low cost.', 'The average earning of a Google data engineer with expertise in Google Cloud machine learning and BigQuery is $102,000 per year, with a high demand for Google data engineer certifications. A Google data engineer with expertise in Google Cloud machine learning and BigQuery earns an average of $102,000 per year, with a high demand for Google data engineer certifications.', 'The Simply Learn CP100A training offers 8 hours of interactive instructor-led live online sessions, a free trial account with $300 credit toward Google Cloud Platform usage for 60 days, and engaging content explained by Google authorized trainers. The Simply Learn CP100A training offers 8 hours of interactive instructor-led live online sessions, a free trial account with $300 credit toward Google Cloud Platform usage for 60 days, and engaging content explained by Google authorized trainers.']}], 'duration': 1014.054, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/m6ozQnqit50/pics/m6ozQnqit5012359688.jpg', 'highlights': ["Lush Cosmetics achieved 40% reduction in infrastructure hosting costs. By using Google Cloud SQL and Google Compute Engine's auto-scaling feature, Lush Cosmetics reduced infrastructure hosting costs by 40%.", "Improved availability during peak loads due to Google Compute Engine's auto-scaling feature. The availability during peak loads was improved by leveraging Google Compute Engine's auto-scaling feature on the GCP platform.", "Streamlined data center usage from 5 to 3 with Google's high-quality private network. Lush Cosmetics streamlined its data center usage from 5 to 3 by utilizing Google's high-quality private network, resulting in improved efficiency and cost savings.", 'Rapid VM deployment on Google Compute Engine enabled quick testing and deployment, monitoring, and destruction of environments in minutes. The team at Lush Cosmetics could test and deploy at speed by leveraging rapid VM deployment on Google Compute Engine, allowing monitoring and destruction of environments in minutes.', 'Google Cloud Platform offers cloud databases, managed Hadoop and Spark services, providing highly scalable and reliable data processing with tools like Dataflow and Dataproc. The Google Cloud Platform provides cloud databases, managed Hadoop and Spark services, allowing highly scalable and reliable data processing with tools like Dataflow and Dataproc.', 'The Simply Learn CP100A training offers 8 hours of interactive instructor-led live online sessions, a free trial account with $300 credit toward Google Cloud Platform usage for 60 days, and engaging content explained by Google authorized trainers.', 'Technology giants like Spotify and Apple, as well as healthcare and consumer goods leaders like Philips and Coca-Cola, have implemented the Google Cloud platform, showcasing its best-in-class performance and low cost.', 'The average earning of a Google data engineer with expertise in Google Cloud machine learning and BigQuery is $102,000 per year, with a high demand for Google data engineer certifications.']}], 'highlights': ['Google Cloud offers a 7-day free trial with access to certification videos for learning the platform.', "Google Cloud's committed use discounts offer up to 57% off regular prices for specific virtual CPU cores and memory, catering to diverse customer needs.", 'Google Cloud provides its Google Cloud and Google app customers with speed up to 10 terabytes due to its faster cable system, enhancing performances and leading to customer satisfaction.', 'Google Cloud offers innovative tools for big data, such as BigQuery for massive data processing at high speeds, and real-time data processing tools like Dataflow, making it a better choice for organizations working on complex data.', "Google Cloud runs on the same infrastructure as Google's popular services like YouTube, Gmail, and Google Search, ensuring reliability and performance.", "Ferrero leveraged Google Cloud's BigQuery for hyper-fast and efficient data analysis, enabling easy building and automation of consumer behavior and sales pattern data reports.", "Google Cloud's BigQuery facilitated Ferrero's adoption of advertising across various marketing channels, allowing personalized marketing strategies and a cost-effective media buy strategy.", 'The overview covers a wide range of services offered by Google Cloud Platform across different domains, providing a comprehensive understanding of the available options for users.', 'The graphical representation shows the usage of different services, such as compute engine, and allows users to view Google Cloud platform status and billing details.', 'The activity section provides a comprehensive overview of user interactions with Google Cloud Platform, including creating and deleting VM instances, working with APIs, and setting up permissions.', 'The navigation menu offers access to various sections including the marketplace, billing, APIs and services, providing users with convenient navigation options.', 'Emphasis is placed on specific services like Dataproc, PubSub, Dataflow, IoT Core, and BigQuery, providing insights into their functionalities and significance within the Google Cloud Platform.', 'Guidance on setting up a VM instance, allowing HTTP and HTTPS traffic, and connecting to the instance via SSH or a web browser for secure and accessible connectivity.', 'The gcloud command line tool simplifies the management of compute engine resources and offers features like auto-complete for different options.', 'Choosing the appropriate storage class can result in cost savings and efficient data management.', 'GCP offers competitive pricing, live migration of apps, and comprehensive cloud integration solutions.', 'Different machine types such as general purpose, compute optimized, and memory optimized are available, catering to various workload requirements.', 'Predefined machine types with configurations for every need Compute Engine offers different predefined virtual machines with configurations for every need, including small general purpose instances and large memory optimized instances with up to 11.5 terabytes of RAM.', 'Bigtable excels in online analytical processing, MapReduce operations, and real-time analytics with high throughput and scalability.', 'GCP offers over 60 services and is steadily growing, with many companies adopting GCP as their cloud service provider.', "Lush Cosmetics achieved 40% reduction in infrastructure hosting costs. By using Google Cloud SQL and Google Compute Engine's auto-scaling feature, Lush Cosmetics reduced infrastructure hosting costs by 40%."]}