Duration

Google Cloud Developer

5 days

Outline

Getting Started

Course Overview - Google Cloud Certification - Professional Cloud Developer
Introduction to Cloud and GCP - Google Cloud Platform
Creating GCP - Google Cloud Platform - Account V2
Why do we need Regions and Zones?
Understanding Regions and Zones in GCP - Google Cloud Platform

Google Compute Engine for Professional Cloud Developer

Getting started with Google Compute Engine - Section Introduction
Getting started with Google Compute Engine - GCE
Creating your first Virtual Machine in GCP
Understanding Machine Types and Images in Google Compute Engine - GCE
Commands executed in next steps - GCE
Installing HTTP Webserver on Google Compute Engine Virtual Machine
Understanding Internal and External IP Addresses V2
Playing with a Static IP Addresses V2
Understanding Static IP Address in GCP - Google Cloud Platform
Startup Script
Simplifying Web Server setup with Compute Engine Startup Script V2
Simplifying VM creation with Instance Templates
Reducing launch time with Custom Images
Troubleshooting Launch of Apache on GCP Virtual Machine
Reducing Costs - Compute Engine Virtual Machines
Achieving High Availability with Live Migration and Automatic Restart
Playing with Google Cloud Platform (Web) Console
Best Practices - Virtual Machines in Google Cloud Platform
Scenarios - Virtual Machines in Google Cloud Platform

Getting Started with Instance Groups and Cloud Load Balancing in Google Cloud

Getting started with MIGs and Cloud Load Balancing - Section Introduction
Getting Started with Instance Groups
Creating Managed Instance Groups (MIG) V2
Playing with Managed Instance Groups (MIG)
Updating a Managed Instance Groups (MIG) - Rolling Updates - V2
Getting Started with Cloud Load Balancing
Creating a Load Balancer in GCP - Google Cloud Platform V2
Understanding Cloud Load Balancing Terminology in GCP
Exploring the Load Balancer in GCP - Google Cloud Platform
Choosing a Load Balancer in GCP - Google Cloud Platform V2
Exploring Scenarios - Cloud Load Balancing
Optimize Your Cloud Usage

Getting Started with GCloud

Getting Started with Gcloud
Understanding Command Structure in Gcloud to play with Services
Cloud Shell - Things to remember

Managed Services in Google Cloud

Getting Started with Managed Services
Getting Started with IAAS and PAAS
Getting Started with Containers and Container Orchestration
Getting Started with Serverless
Getting Started with Google Cloud Platform GCP Compute Services

Getting Started with Google App Engine

Getting Started with Google App Engine (GAE)
Understanding App Engine Environments - Standard and Flexible
Understanding App Engine Component Hierarchy
Comparing App Engine Environments - Standard vs Flexible
Scaling Google App Engine Instances
App Engine - Downloads
Playing with App Engine in GCP
From the command line: App Engine
Exploring App Engine in GCP - App, Services and Versions
Splitting Traffic between Multiple versions in App Engine
Create a New Service and Playing with App Engine
Understanding App Engine app.yaml
Creating Cron Jobs in App Engine
Deploying New App Engine Versions without Downtime in GCP
Important Things to Remember - Google App Engine
App Engine Scenarios
Optimize Your Cloud Usage

Getting Started with Google Kubernetes Engine

Getting Started with Google Kubernetes Engine (GKE)
Creating a GKE Cluster
From the command line: GKE
Kubernetes Journey - Create a Deployment and a Service
Exploring GKE in GCP Console
Kubernetes Journey - Scaling Deployments and Resizing Node Pools
Kubernetes Journey - Autoscaling, Config Map and Secrets
Exploring Kubernetes Deployments with YAML Declarative Configuration
Kubernetes Journey - The End
Understanding Kubernetes Clusters - Google Kubernetes Engine GKE
Understanding Pods in Kubernetes
Understanding Deployments and Replica Sets in Kubernetes
Understanding Services in Kubernetes
Using Kubernetes Namespaces
Understanding Service Discovery - Namespaces and DNS
Troubleshooting Kubernetes Deployment Errors
Important Things to Remember - Google Kubernetes Engine GKE
Quick Review of Kubernetes Concepts
Scenarios with Google Kubernetes Engine

Google Kubernetes Engine YAML Configuration

Google Kubernetes Engine Declarative YAML Configuration Introduction
Understanding Kubernetes YAML - Basics
Understanding Kubernetes YAML - Deployment
Understanding Kubernetes YAML - Service
Understanding Kubernetes YAML - Labels
Downloads - Kubernetes
Demo - Getting Setup for Kubernetes Declarative Configuration
Demo - Playing with Kubernetes Declarative Configuration
Understanding Liveness and Readiness Probes
GKE - Deployment Strategy
Understanding Kubernetes Ingress
Understanding PersistentVolume & PersistentVolumeClaim
Understanding Kubernetes Network Policies
Exploring Graceful shutdown - Kubernetes
Kubernetes - More Scenarios

Getting Started with Google Cloud Functions and Cloud Run

Getting Started with Google Cloud Functions V2
Understanding Google Cloud Functions - Important Concepts
Creating your first Google Cloud Functions V2
Getting Started with Google Cloud Run V2
New Content on Cloud Functions - Generation 2
Playing with Cloud Functions - Gen 2
Exploring Cloud Functions - Scaling and Concurrency
Quick Overview of Deploying Cloud Functions with Gcloud
Exploring Cloud Functions Best Practices
Cloud Run and Cloud Functions Scenarios

Encryption in Google Cloud with Cloud KMS

Understanding Data States
Understanding Encryption - Symmetric and Asymmetric
Getting Started with Cloud KMS
Playing with Cloud KMS

Object Storage in Google Cloud Platform - Cloud Storage

Cloud Storage - Downloads
Playing with Object Storage in GCP - Cloud Storage
Exploring Cloud Storage in GCP
Understanding Cloud Storage - Objects and Buckets
Understanding Cloud Storage - Storage Classes
Understanding Cloud Storage - Lifecycle Management
Understanding Cloud Storage - Versioning
Encrypting Cloud Storage Data - Cloud KMS
Playing with gsutil - Cloud Storage from Command Line

Authentication and Authorization in Google Cloud with Cloud IAM

Getting Started with Cloud IAM
Exploring Cloud IAM with an Example
Exploring Cloud IAM - Roles
Playing with IAM Roles - Predefined, Basic and Custom Roles
Exploring Cloud IAM - Members, Role and Policy
From the command line: IAM
Demo - Playing with IAM V2
Getting Started with Service Accounts
Demo- Playing with Service Accounts
Exploring Service Account Use Cases V2
Scenarios - Service Accounts
Exploring Cloud Storage - ACL (Access Control Lists)
Exploring Cloud Storage - Signed URLs
Exposing a Public Website using Cloud Storage
IAM Scenarios

Authorization for Kubernetes Workloads and Users

Authorization for Kubernetes Workloads - Section Introduction
Exploring Kubernetes Node Level Permissions
Exploring Kubernetes Pod level permissions - Workload Identity
Authorization for Kubernetes Workloads - Summary
Kubernetes RBAC and Google Cloud IAM - Getting Started
Exploring Google Cloud IAM Roles for GKE
Exploring Kubernetes Role based access control (RBAC)
Understanding Kubernetes RBAC - Role & ClusterRole
Understanding Kubernetes RBAC - RoleBinding and ClusterRoleBinding
Kubernetes RBAC and Google Cloud IAM - Summary
Understanding Kubernetes Security Basics
Deleting Kubernetes Cluster
Authorization for Kubernetes - Scenarios

Authentication and Authorization with Identity Aware Proxy

Getting Started with OAuth
Playing with OAUTH 2.0
Getting Started with OpenID Connect (OIDC)
Getting Started with Identity Aware Proxy (IAP)
Identity Aware Proxy - Downloads
Exploring Identity Aware Proxy with App Engine - Demo - 1
Exploring Identity Aware Proxy with App Engine - Demo - 2
Identity Aware Proxy (IAP) - How does it work?
Using Identity Aware Proxy (IAP) with Kubernetes
Deleting App Engine Project for Identity Aware Proxy

Exploring DevOps and SRE

DevOps and SRE - Section Introduction
Understanding SDLC Evolution - Waterfall to Agile
What is DevOps?
Exploring DevOps Practices - Continuous Integration, Deployment and De
DevOps in Google Cloud - Continuous Integration, Deployment and Delive
Exploring DevOps Practices - Infrastructure as Code
Getting Started with Cloud Deployment Manager
Understanding Cloud Deployment Manager
Demo - Cloud Marketplace and Deployment Manager
Exploring Container Registry and Artifact Registry
Gettign Started with SRE
Understanding Key Metrics for Site Reliability Engineering (SRE)
Understanding Best Practices for Site Reliability Engineering (SRE)

Getting Started with Cloud Build

How does Cloud Build Work?
Understanding Cloud Build Configuration - Build Steps
Controlling Order of Cloud Build Steps
Choosing Builder Image for Each Cloud Build Step
Cloud Build - Downloads
Cloud Build Demo - Getting Code Ready with Cloud Source Repository
Cloud Build Demo - Exploring Python App and Cloud Build Configuration
Cloud Build Demo - Creating Cloud Build Trigger
Cloud Build Demo - Creating Artifact Registry Repository
Cloud Build Demo - Exploring Cloud Run App
Understanding Flexibility of Cloud Build Configuration
Exploring Cloud Build Configuration - Substitutions
Sharing Files between Cloud Build Steps
Managing Permissions for Cloud Build - Service Account
Deploying to Kubernetes - Cloud Build
Exploring Cloud Build Best Practices
Getting Started with Spinnaker
Getting Started with Tekton Pipelines
Cloud Build Scenarios

Create Private Networks with Google Cloud VPC

Understanding the need for Google Cloud VPC
Understanding the Need for VPC Subnets
Creating VPCs and Subnets in Google Cloud Platform
Understanding CIDR Blocks
Demo - Creating VPCs and Subnets in GCP V2
Understanding Firewall Rules in Google Cloud Platform
Getting Started with Shared VPC
Getting Started with VPC Peering
Implementing Hybrid Cloud with Cloud VPN and Cloud Interconnect

Exploring IAM and Project Organization in GCP

Organizing Google Cloud Resources - Projects, Folders and Organization
Exploring Billing Accounts
Understanding IAM Best Practices
Understanding User Identity Management in GCP
Exploring IAM Members and Identities
Exploring IAM Policy at multiple levels - Resourcing Hierarchy
Optimize Your Cloud Usage

Exploring Google Cloud APIs and Client Libraries with Cloud Storage

Designing APIs/gRPC vs REST
Exploring Google Cloud APIs and Client Libraries
Using Cloud Client Libraries - Cloud Storage
Consuming Google Cloud APIs - Remember
What should you do an API errors out?
Exploring Flat Namespace - Cloud Storage
Exploring Cloud Storage Scenarios

Choosing Databases in Google Cloud

Databases in Google Cloud - Section Introduction
Understanding Database Fundamentals - Choosing Databases
OLTP Relational Databases in Google Cloud - Cloud SQL and Cloud Spanne
OLAP Relational Database in Google Cloud - BigQuery
NoSQL Databases in Google Cloud - Firestore, Datastore and BigTable
In memory Database in Google Cloud - Memorystore
Databases in Google Cloud Platform
Databases in Google Cloud Platform - Scenarios

Getting Started Google Cloud

Getting Started with Google Cloud
From the command line: Cloud SQL
Demo - Playing with Cloud SQL
Demo - Playing with Cloud SQL - 2
Understanding Cloud SQL Features
Understanding Cloud SQL High Availability Features

Connecting to Cloud SQL Instances

Getting Started with Cloud SQL Auth Proxy
From the command line: Cloud SQL Auth Proxy
Configuring Cloud SQL Auth proxy - Step By Step
Configuring Authorization for Cloud SQL Auth proxy
Getting Started with Private Service Connection
Getting Started with Serverless VPC Access
How to connect to Cloud SQL instance?
Understanding Cloud SQL Best Practices
Connect to Cloud SQL instance - Scenarios

Getting Started with Cloud Spanner

Getting started with Cloud Spanner
Cloud Spanner - Table Creation Script
Demo - Playing with Cloud Spanner V2
Designing Cloud Spanner Tables - Interleaved Tables
Exploring Cloud Spanner Queries - UNNEST
Understanding Cloud Spanner Client Libraries
Exploring Cloud Spanner Transactions
Understanding Cloud Spanner Best Practices

NoSQL in Google Cloud - Cloud Datastore, Cloud Firestore and Cloud BigTable

Getting Started with Cloud DataStore and Cloud FireStore
Demo - Playing with Firestore
Exploring Cloud Firestore - Native mode vs Datastore mode
Deciding Firestore locations - Regional vs Multi region
Using Indexes with Firestore
Exploring Firestore client libraries
Exploring Transactions with Firestore
Understanding Cloud Firestore Best Practices
Getting Started with Cloud BigTable
Designing BigTable Tables
Understanding Cloud BigTable Best Practices

Asynchronous Communication in Google Cloud - Pub Sub and Cloud Tasks

Understanding need for Asynchronous Communication
Getting Started with Cloud Pub Sub
Exploring Cloud Pub Sub - Publishing and Consuming a Message
From the command line: Cloud Pub Sub
Demo - Playing with Cloud Pub Sub V2
Using Cloud Client Libraries - Pub Sub
Getting Started with Cloud Tasks
Scheduling with Google Cloud Scheduler

Operations in Google Cloud Platform

Operations in Google Cloud - Section Introduction
Getting Started with Google Cloud Monitoring
Getting Started with Google Cloud Logging
Exploring Google Cloud Logging - Audit Logs
Exploring Google Cloud Logging - Routing Logs and Exports
Creating a Cloud Storage Bucket and Cloud Function
Demo - Playing with Cloud Logging
Demo - Playing with Cloud Monitoring
Setting up Cloud Monitoring for Virtual Machines
Collecting Logs for Cloud Logging
Creating Custom Metrics - Cloud Monitoring
Creating Logs based metrics for Cloud Monitoring
Configuring Cloud Monitoring & Cloud Logging - GKE
Getting Started with Cloud Trace
Instrumenting your application - Cloud Trace
Getting Started with Cloud Debugger
Getting Started with Cloud Profiler
Getting Started with Error Reporting
What is Stackdriver?
Exploring Cloud Operations Scenarios

Exploring Security in Google Cloud

Enhance Security with Cloud Armor
Managing Secrets with Google Cloud Secret Manager
Getting Started with Container Scanning API
Getting Started with Binary Authorization
Getting Started with VPC Service Controls
Implent Data Security with Cloud Data Loss Prevention
Exploring Other Google Cloud Security Offerings
Getting Started with Security Command Center
Exploring Google Cloud and Security - Scenarios

Getting Started with Anthos and Anthos Service Mesh

Getting Started with Service Mesh
Getting Started with Istio and Anthos Service Mesh
From the command line: ASM
Demo - Istio and Anthos Service Mesh - Getting Started
Demo - Installing Anthos Service Mesh
Demo - Deploying Demo Microservices to GKE
Demo - Exploring Anthos Service Mesh
A Quick Review - Putting things into context

Exploring Google Cloud Compute Engine VMs

GCE VMs - Internal DNS
SSHing into Linux VMs - 1
SSHing into Linux VMs - 2
Executing Shutdown Script on a GCE VM
GCE VMs - Project and Instance Custom Metadata
Troubleshooting VM startup

Release Management in Google Cloud

Getting Started with Release Management
Deployment Approach - Recreate
Deployment Approach - Canary and A/B Testing
Deployment Approach - Rolling and Rolling with Additional Batch
Deployment Approach - Blue Green and Shadow Testing
Exploring Deployment Approaches for MIGs
Exploring Deployment Approaches for App Engine
GKE - Releasing New Versions

Google Cloud Developer - Best Practices

Understanding Best Practices for Creating Docker Images - Dockerfile
Understanding Semantic Versioning - Docker Images
Exploring Function Identity for Cloud Functions
Exploring Google Cloud IDE Integration - Cloud Code
Simplify Development with Google Cloud Emulators

Architecture at 10,000 feet for Google Cloud Developer

10000 Feet Overview - Architectures in Google Cloud - Section Introduction
Content Distribution with Cloud CDN
Architecture - Loose Coupling with Pub Sub
Architecture 1 - Big Data Flow - Batch Ingest
Architecture 2 - Streaming Data - Realtime Querying
Architecture 3 - IOT
Architecture 4 - Serverless Full Stack
Architecture 5 - Logging
Exploring Load Testing in Google Cloud
Exploring API management - Apigee, Endpoints, API Gateway
Monolith to Microservices: Application Modernisation

New Topics

Quick Introduction to Identity Platform
Getting Stared with Event Driven Architecture and Cloud Events
Quick Introduction to Eventarc
Getting Started with Observability and OpenTelemetry
Quick Introduction to Service Directory

Case Study - Google Cloud Certified Professional Cloud Developer

PCD - Case Study
Getting Started with Case Study - Hip Local
Case Study - HipLocal - Overview and Requirements
Case Study - HipLocal - Discussion

Google Cloud Professional Cloud Developer Certification

Resources - Google Cloud Certification - Professional Cloud Developer
Getting Ready - Google Cloud Certification - Professional Cloud Developer
Congratulations - Google Cloud Certification - Professional Cloud Developer

Programme scope, delivery arrangements and suitability are confirmed during enquiry.