Google Cloud Platform

GCP(Google Cloud Platform) Introduction

GCP Introduction: What is Cloud Computing?

Introduction to Services in Cloud Computing

The Google Cloud Platform Environment – Infrastructure

Offerings of GCP like Compute Storage, Big Data and AI

Setting Up a Google Cloud Platform Account

Networking Services

Compute Services

GCP Projects – Basics

Managing Google Cloud Platform Services

GCP Console

Configure GCP CLI

The GCP Environment using Cloud Shell

The GCP Environment using Gcloud

The GCP Environment using Gsutil

Install and Configure Cloud SDK

Google Cloud Platform Services – Network

Virtual Cloud Network

VPN

VPC – Virtual Private Cloud

Proxy

Gateway

Endpoints

Network and Subnetwork

DNS

Routers

Firewalls

Cloud Router

Security

GCP Identity and Access Management and Security

Understand the IAM

Understand Roles, Organization, Members, Service Account and Policy

Create a Custom Role

API – IAM

KMS

Data Security

Auditing

Penetration Testing

Security Controls

Google Cloud Platform Services – Compute

Create Virtual Machine and VM instances

Working with VM

Understand Compute Engine

Understand and implement Compute options (vCPU and Memory) specific to workload

Persistent disk – HDD, SSD

Load Balancing

Common Compute Engine actions

Google Cloud Platform Services – Storage and Database

Understand Cloud Storage – Coldline, Nearline.

Cloud Storage Buckets.

SQL in Cloud

Cloud Spanner, Cloud Datastore

Cloud Bigtable

Pros and Cons of Storage option

Understanding Billing aspect of storage options

Tradeoff of Storage Options

Multi-Cloud Environment

Google Cloud Platform Services – Containers

Understand Containers and their benefits

Kubernetes Engine, Container Registry

How to use Kubernetes Load Balancing

How to choose Kubernetes Engine, App Engine, or Containers on Compute Engine

Cloud Data flow

Dataflow services

Stream and Batch processing

Apache Beam SDK

Monitoring using Stackdriver

Data transformation with Cloud Data flow

Working with Dataproc

Creating Cluster

Managing cluster

Automation of jobs

Google Cloud Platform APIs and Deployment Services

Infrastructure automation, Images, Metadata, Scripts, Google Cloud API

Cloud Pub/Sub, API Management, Cloud Functions, Cloud Source Repositories, Specialty APIs

App Engine

How to use Google Stack driver : Overview, Integration, Monitoring, Logging, Error reporting, Tracing

DevOps Services

Setup CI/CD

Setting up Jenkins on Container engine

Deploy the application on Jenkins

Create deployment pipeline in Jenkins

Create and Deploy on cluster

Deploy development and production environment

Analysis & Troubleshooting

Migration

Collect and Analyze metrics

Evaluate and choose an automation framework for provisioning resources in cloud

Design strategy

Create Migration Plan