995 Step 09 - Faster ML in Google Cloud - TPUs

GCP for Beginners - Become a Google Cloud Digital Leader

Getting Started - Google Cloud - Cloud Digital Leader Certification

Introduction - Google Cloud Platform - GCP - Cloud Digital Leader Certification (3:33)
Course Overview - Google Cloud - Cloud Digital Leader Certification (5:15)
Course Downloads - Google Cloud Digital Leader
Introduction to Cloud and GCP - Google Cloud Platform (5:51)
Creating GCP - Google Cloud Platform - Account V2 (2:21)

Regions and Zones in GCP - Google Cloud Platform

01 Step 01 - Why do we need Regions and Zones_ (2:38)
01 Step 02 - Understanding Regions and Zones in GCP - Google Cloud Platform (3:59)
Section Quiz

Getting started with Compute Engine, Instance Groups & Load Balancing

02 Step 00 - Section Introduction - Getting started with Compute Engine, Instance Groups & Load Balancing (0:48)
02 Step 01 - Getting started with Google Compute Engine - GCE (2:55)
02 Step 02 - Creating your first Virtual Machine in GCP v2 (8:17)
Commands executed in next steps
02 Step 03 - Installing HTTP Webserver on Google Compute Engine Virtual Machine (6:47)
02 Step 04 - Exporing Compute Engine VM IP Addresses in Google Cloud Platform (5:59)
Start up script for next step!
02 Step 05 - Simplifying Web Server setup with Compute Engine Startup Script (3:58)
02 Step 06 - Simplifying VM creation in Google Cloud Platform with Instance Templates (5:02)
02 Step 07 - Reducing Launch Time with a Custom Image (9:21)
02 Step 08 - Understanding Sustained Use Discounts in GCP - Google Cloud Platform (2:39)
02 Step 09 - Understanding Committed Use Discounts in GCP - Google Cloud Platform (1:55)
02 Step 10 - Saving Costs with Preemptible VMs (3:22)
02 Step 11 - Creating VMs on Dedicated Host with Sole Tenant Nodes (7:46)
02 Step 12 - Understanding Custom Machine Types (2:09)
02 Step 13 - Quick Review - Google Compute Engine (2:13)
02 Step 14 - Managing multiple VMs using Instance Groups in GCP (6:02)
02 Step 15 - Creating Managed Instances Groups in Google Cloud V2 2022MAR (11:24)
02 Step 16 - Playing with Managed Instances Groups in Google Cloud (4:08)
02 Step 16a - Load Balancing in Google Cloud Platform - Cloud Load Balancing (1:41)
02 Step 17 - Creating a Load Balancer in Google Cloud with Cloud Load Balancing V2 2022MAR (8:54)
02 Step 18 - Exploring Load Balancer in GCP - Google Cloud Platform (3:19)
Optimize Your Cloud Usage
Section Quiz

Managed Services - IAAS, PAAS and SAAS in Google Cloud Platform

03 Step 00 - Section Introduction - Managed Services - IAAS, PAAS and SAAS in Google Cloud Platform (0:49)
03 Step 01 - What are Managed Services? (1:10)
03 Step 02 - Understanding IAAS and PAAS (5:11)
03 Step 03 - Understanding Evolution to Containers and Container Orchestration (7:52)
03 Step 04 - Understanding Serverless (2:24)
03 Step 05 - Understanding SaaS (Software as a Service) (2:03)
03 Step 06 - Understanding Shared Responsibility Model (3:37)
03 Step 07 - Exploring Google Cloud Platform GCP Compute Services (3:54)
Section Quiz

Exploring Google Cloud Platform GCP Compute Services

04 Step 00 - Section Introduction - Exploring Google Cloud Platform GCP Compute Services (1:04)
04 Step 01 - Getting Started with Google App Engine (GAE) (3:57)
04 Step 02 - Understanding App Engine Environments - Standard and Flexible (2:58)
Downloads for next lecture
04 Step 03 - Playing with App Engine - GAE (14:06)
04 Step 04 - Exploring App Engine in GCP - App, Services and Versions (6:55)
04 Step 05 - IaaS or PaaS or SaaS - Service Categories - Scenarios (3:28)
09 Step 01 - Getting Started with Google Kubernetes Engine GKE (3:10)
09 Step 02 - Kubernetes Journey - Creating a GKE Cluster (4:46)
09 Step 03 - Kubernetes Journey - Create a Deployment and a Service (9:21)
09 Step 04 - Kubernetes Journey - Scaling Deployments and Resizing Node Pools (7:18)
09 Step 05 - Kubernetes Journey - Autoscaling (4:14)
09 Step 06 - Delete GKE Service, Deployment and Cluster (2:40)
10 Step 01 - Getting Started with Google Cloud Functions V2 2022MAR (2:03)
10 Step 02 - Creating your first Google Cloud - Cloud Function V2 2022MAR (8:16)
10 Step 03 - Getting Started with Google Cloud Run and Anthos V2 2022MAR (9:47)
10 Step 04 - Scenarios - GCP Compute Services (2:14)
Commands executed in next steps
Section Quiz

Block, File and Object Storage in GCP

14 Step 00 - Section Introduction - Block, File and Object Storage in GCP (0:46)
14 Step 01 - Exploring Block and File Storage in GCP V2 2022MAR (8:31)
14 Step 02 - Playing with Object Storage in GCP - Cloud Storage (5:50)
14 Step 03 - Exploring Cloud Storage in GCP (3:47)
14 Step 04 - Understanding Cloud Storage - Storage Classes (5:09)
14 Step 05 - Understanding Cloud Storage - Lifecycle Management (4:43)
14 Step 06 - Transferring data to cloud - Online, Transfer Service and Transfer Applicance (7:40)
Downloads
Section Quiz

Databases in Google Cloud

15 Step 00 - Section Introduction - Databases in Google Cloud (1:10)
15 Step 01 - Understanding Database Fundamentals - Choosing Databases (4:25)
15 Step 02 - OLTP Relational Databases in Google Cloud - Cloud SQL and Cloud Spanner (2:30)
15 Step 03 - Demo - Playing with Cloud SQL (5:54)
15 Step 04 - Demo - Playing with Cloud SQL - 2 (6:07)
15 Step 05 - Demo - Playing with Cloud Spanner V2 2022MAR (8:24)
15 Step 06 - OLAP Relational Database in Google Cloud - BigQuery (3:36)
15 Step 07 - NoSQL Databases in Google Cloud - Firestore, Datastore and BigTable (3:52)
15 Step 08 - Demo - Playing with Firestore (10:46)
15 Step 09 - In memory Database in Google Cloud - Memorystore (1:04)
15 Step 10 - Databases in Google Cloud Platform - A Quick Review (2:24)
15 Step 11 - Databases in Google Cloud Platform - Scenarios (2:21)
Section Quiz

Getting Started with Cloud IAM

16 Step 00 - Section Introduction - Getting started with Cloud IAM (0:45)
16 Step 01 - Getting started with Cloud IAM (2:52)
16 Step 02 - Exploring Cloud IAM with an Example (3:42)
16 Step 03 - Exploring Cloud IAM - Roles (3:19)
16 Step 04 - Demo - Playing with IAM V2 2022MAR (4:09)
16 Step 05 - Getting Started with Service Accounts (6:17)
16 Step 06 - Demo - Playing with Service Accounts (7:39)
Section Quiz

Organizing Google Cloud Resources

22 Step 00 - Section Introduction - Organizing Google Cloud Resources and Setting up Hybrid Cloud (0:44)
22 Step 01 - Organizing Google Cloud Resources - Projects, Folders and Organization (3:35)
22 Step 02 - Exploring Billing Accounts (4:16)
22 Step 03 - Understanding IAM Best Practices (3:21)
22 Step 04 - Cloud Computing Public vs Private vs Hybrid clouds (3:10)
22 Step 05 - Implementing Hybrid Cloud with Cloud VPN and Cloud Interconnect (3:22)
22 Step 06 - Understanding User Identity Management in GCP (6:38)
22 Step 07 - Understanding Organization Policy Service (3:17)
22 Step 08 - Exploring IAM Policy at multiple levels - Resourcing Hierarchy (1:18)
Section Quiz

More Virtual machines in Google Cloud

30 Step 01 - Going Baremetal in Google Cloud (2:35)
30 Step 02 - Getting Started with Google Cloud VMware Engine (2:48)
30 Step 03 - Getting Started with Migrate for Compute Engine (3:09)
30 Step 04 - Migrate for Anthos and GKE (2:27)

DevOps in Google Cloud

40 Step 01 - What is DevOps? (2:32)
40 Step 02 - Exploring DevOps Practices - Continuous Integration, Deployment and Delivery (5:09)
40 Step 03 - DevOps in Google Cloud - Continuous Integration, Deployment and Delivery (2:06)
40 Step 04 - Exploring DevOps Practices - Infrastructure as Code (3:38)
40 Step 05 - Exploring DevOps - Operations in Google Cloud (3:47)
40 Step 06 - Getting Started with Site Reliability Engineering (SRE) (3:44)
40 Step 07 - Understanding Key Metrics for Site Reliability Engineering (SRE) (4:49)
40 Step 08 - Understanding Best Practices for Site Reliability Engineering (SRE) (7:38)
Section Quiz

Loose Coupling with Cloud Pub Sub

994 Step 01 - Understanding Need for Asynchronous Communication (2:40)
994 Step 02 - Getting Started with Cloud Pub Sub (4:17)
994 Step 03 - Exploring Cloud Pub Sub - Publishing and Consuming a Message (2:24)
994 Step 04 - Demo - Playing with Cloud Pub Sub V2 2022MAR (10:19)
994 Step 05 - Getting Started with Cloud Dataflow (4:43)

Architecture in Google Cloud: 10,000 Feet Overview

995 Step 00 - Section Introduction - Google Cloud Architecture for Cloud Digital Leader (0:44)
995 Step 01 - Architecture - Loose Coupling with Pub Sub (1:38)
995 Step 01a - Getting Started with Cloud Dataproc (3:00)
995 Step 02 - Architecture 1 - Big Data Flow - Batch Ingest (2:11)
995 Step 03 - Architecture 2 - Streaming Data (1:21)
995 Step 04 - Architecture 3 - IOT (1:48)
995 Step 04 02 - Architecture 4 - Data Lakes (3:53)
995 Step 05 - Exploring API management - Apigee, Endpoints, API Gateway (3:27)
995 Step 06 - Machine Learning - 10,000 Feet Overview (2:56)
995 Step 06 00 - Introduction to Artificial Intelligence & Machine Learning (5:04)
995 Step 06 01 - Machine Learning - 10,000 Feet Overview (2:56)
995 Step 07 - ML in Google Cloud - Pre Trained Models (2:54)
995 Step 08 - ML in Google Cloud - Custom Models (4:59)
995 Step 09 - Faster ML in Google Cloud - TPUs (1:32)
995 Step 10 00 - Most important AI considerations - Responsible AI Principles (5:37)
995 Step 10 01 - Machine Learning Scenarios (1:17)
995 Step 11 - Getting Started with Firebase (3:24)
995 Step 12 - Exploring Container Registry and Artifact Registry (6:07)
995 Step 13 - Monolith to Microservices - Application Modernization (2:22)
995 Step 14 - Important Security Related Services in Google Cloud (7:19)
Section Quiz

Digital Transformation with Google Cloud

996 Step 01 - Introduction to Digital Transformation 20220201 (4:43)
996 Step 02 - Cloud is an Enabler for Digital Transformation 20220201 (4:35)
996 Step 03 - Google Cloud Adoption Framework - 10,000 Feet Overview 20220201 (4:19)
996 Step 04 - Infrastructure Modernization with Google Cloud 20220201 (2:04)
996 Step 05 - Application Modernization with Google Cloud 20220201 (2:39)
996 Step 06 - Business Platform Modernization with Google Cloud 20220201 (1:32)

Cost Management in Google Cloud Platform - GCP

997 Step 00 - Section Introduction - Cost Management in Google Cloud Platform - GCP (0:59)
997 Step 01 - Total Cost of Ownership (TCO) (2:03)
997 Step 02 - Consumption based vs Fixed price Pricing Models (1:46)
997 Step 03 - Expenditure Models: CapEx vs OpEx (1:28)
997 Step 04 - How is Cost Decided? (3:41)
997 Step 04a - Exploring Google Cloud Pricing Calculator (7:40)
997 Step 05 - GCP Cost Management (9:11)
997 Step 06 - Managing Costs - Best Practices - v2 - 20220201 (2:15)
Section Quiz

Quick Review - Google Cloud - Cloud Digital Leader Certification

998 Step 00 - Section Introduction - Quick Review - Google Cloud - Cloud Digital Leader Certification (0:41)
998 Step 01 - Review - Basic Compute Services in Google Cloud (1:59)
998 Step 02 - Review - Managed Compute Services in Google Cloud (2:19)
998 Step 03 - Review - Storage Services in Google Cloud (1:04)
998 Step 04 - Review - Databases in Google Cloud (2:48)
998 Step 05 - Review - Streams, Analytics, Big Data Services in Google Cloud (1:58)
998 Step 06 - Review - Migration to Google Cloud - Google Cloud Services (1:14)

Get Ready - Google Cloud - Cloud Digital Leader Certification

999 Step 01 - Get Ready - Google Cloud - Cloud Digital Leader Certification - v2 - 20220201 (2:22)
999 Step 02 - My Recommendations - Google Cloud - Cloud Digital Leader Certification (1:37)
999 Step 03 - Congratulations - Google Cloud - Cloud Digital Leader Certification (1:23)

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995 Step 09 - Faster ML in Google Cloud - TPUs

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