Course Content
1.Google Cloud Platform Introduction
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What is Cloud computing
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Overview of different cloud computing services
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Understand the GCP environment
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Different Compute, Storage, Big Data and AI resources which GCP offers
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Google Network Service Offerings
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Setup GCP account
2.Managing GCP Services
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Managing a GCP environment with a GCP console
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Control GCP environment using CLI
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GCP environment management using Cloud Shell
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GCP environment management using Cloud
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GCP environment management using Gsutil
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Install and configure cloud SDK
3.GCP Networking Services
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Cloud Virtual Network
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Virtual Private Network
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Virtual Private Cloud
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Proxies / Gateway and Endpoints
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Network/Subnetwork
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DNS Resolution
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Firewalls and Routers
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Cloud Router
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Interconnecting networks
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Security aspect
4.GCP IAM and Security Services
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Understand Identity and Access Management (IAM)
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Understanding Organizations, Roles, Members, Service accounts, Policy
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Policy Hierarchy
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Understanding different role and permission
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Creating a custom role
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Basic IAM APIs
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Best Practices
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Key Management Systems
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Data security
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Resource Sharing and Isolation
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Auditing
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Penetration testing
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Security controls
5.GCP Compute Services
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Understand Compute Engine
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Understand and implement Compute options (vCPU and Memory) specific to workload
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Persistent disk – HDD, SSD
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Load Balancing
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Common Compute Engine actions
6.GCP Storage & Database Services
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Understand Cloud Storage – Nearline, Coldline
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Cloud SQL
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Cloud Spanner, Cloud Datastore
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Cloud Bigtable
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Pros and cons of storage option and how to choose
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Understanding Billing aspect of storage options
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The tradeoff of storage options
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Integration with on-premises/multi-cloud environment
7.Containers
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Understand Containers and their benefits
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Kubernetes Engine, Container Registry
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How to use Kubernetes Load Balancing
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How to choose Kubernetes Engine, App Engine, or Containers on Compute Engine
8.Cloud Dataflow for Data Processing
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Dataflow services
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Stream and Batch processing
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Apache Beam SDK
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Monitoring using Stackdriver
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Data transformation with Cloud Data flow
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Working with Dataproc
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Creating Cluster
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Managing cluster
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Automation of jobs
9.GCP APIs & Development Services
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Infrastructure automation, Images, Metadata, Scripts, Google Cloud API
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Cloud Pub/Sub, API Management, Cloud Functions, Cloud Source Repositories, Specialty APIs
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App Engine
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How to use Google Stackdriver: Overview, Integration, Monitoring, Logging, Error reporting, Tracing
10.GCP DevOps Services
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Set up CI/CD
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Setting up Jenkins on Container engine
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Deploy the application on Jenkins
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Create deployment pipeline in Jenkins
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Create and Deploy on cluster
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Deploy development and production environment
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Analysis & Troubleshooting
11.Designing & Implementing GCP Migration
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Collect and analyze metrics
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Evaluate and choose an automation framework for provisioning resources in the cloud
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Design strategy
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Create a Migration Plan
Offered Daily
1 hr
$100