GCP 2 in 1 Course Outline

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• Start Date: 9th July 2022
• Days: Saturday & Sunday
• Timings: 5 PM to 7 PM (UTC+5)
• Duration: 4 Months
• Trainer: Abdul Fahad

Fees

• GCP Lump Sum PKR 45,000
• GCP 3 Installments (3 x 16000)= PKR 48,000
• 15% discount for Pasha and GISSP members = PKR 40,800
• Course Revision = PKR 14,400 (30% of total fee)

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Introduction & Overview

• Google Associate engineer & professional architect exam
• Google Cloud certification Roadmap & pricing
• Basics of Cloud Computing
• Google Cloud Services in details
• Signup & login Google cloud account
• Billing, Projects & IAM Overview
• Pricing Calculator

Billing, IAM & Projects

• Signup & login Google cloud account
• Use GCP Project 1st time
• Use Google cloud Pricing calculator
• Implement labels & quotas
• Link billing account with multiple projects
• Working with IAM, IAM groups, Roles & service accounts

Google Cloud Interfaces & deployment tools

• Install, configure & working on Cloud SDK & cloud shell
• Configure Cloud pub/sub & get message using cloud SDK
• Enabling Cloud API service within the project

Google Compute Engine (GCE) Overview

• Deploying windows & Linux VMs using Google Compute Engine (GCE)
• Custom Images & snapshots
• Disks & VM Storage
• Startup & shutdown scripts
• RDP & SSH login using multiple methods
• Public & private subnet VM
• Bastion host & private VM accessibility
• Cloud NAT testing with private VM
• Compute Engine VM types
• About Preemptible VMs

Cloud storage Overview

• Create & configure cloud storage (storage types)
• Deploy static website & move data between storage bucket
• Assign the user to access the bucket object
• Object versioning
• Bucket & object encryption
• Object change notification
• Audit logging

GCP Virtual network & shared VPC Overview

• Create & configure VPC with multi Region Subnets
• Configuring NAT Gateway using the private subnet
• Deployment of custom routes & firewall rules
• Internal Only private IP, Google private access, Static external & private IP
• Dynamic routing & Network Services tiers
• VPC Peering
• Cloud Router
• Cloud CDN
• Cloud DNS
• Cloud VPN Demo (AWS & GCP Hybrid connectivity)

Load Balancer & Auto Scaling Overview

• Deployment of Load balancer & Autoscaling
• Load balancer health check & content-aware
• Load distribution algorithm
• Load balancer session affinity
• Autoscaler & Instance Group Updates
• Load balancer types
• TCP/SSL based load balancers
• Regional Internal & external load balancer
• Attached Autoscaling with Loadbalancer backend service

Stack driver & monitoring Overview

• Google Stack driver logging
• Trace
• Error reporting 
• Debug
• System uptime
• Alert configuration with Email & SMS

GCP databases Overview

• About GCP databases
• My SQL & PostgreSQL deployments
• Backup & restore
• High Availability & read replica
• Logging & Point in Time recovery
• Cloud Spanner Feature, architecture & Performance

BigData Overview

• Cloud big query
• Cloud data proc: architectural & storage components
• Cloud data proc: jobs & workflows
• Cloud data proc: pricing
• Cloud Bigtable: Migration from HBASE
• Cloud Bigtable: Schema designing, application profile & performance
• Cloud Dataflow: Basic & concepts
• Cloud dataflow vs Data proc
• Cloud Datalab
• Cloud pub/sub

Google App Engine

• Services, version & instances
• Standard & flexible environment
• App engine app.yaml
• App engine pricing
• Application deployment using a flexible environment
• Traffic splitting
• App engine Security scanner
• How to avoid cloud cost using app engine

Google Kubernetes Engine (GKE)

• Fundamentals & overview
• Kubernetes Engine Cluster – Master & Nodes
• POD & Service
• Deployments
• Node Pools
• Auto Scaling
• Regional and Multizone Clusters
• GPU’s Support
• Labels & Selectors
• Load Balancing
• Local SSD Support
• Node Images
• Node Repair
• Networking
• Other Concepts
• Other Concepts
• Anthos fundamentals

Google Cloud Function & Cloud Run

• Deployment of WordPress VM using cloud launcher
• Application deployment using Deployment Manager (IAC)
• Google AI & Machine Learning models

Case Studies Overview

• Mountkirk Games
• Dress4Win
• TerramEarth

Overview

• Storage Transfer Service
• Data Migration best practice
• Cloud migration
• AWS to GCP migration
• DR concepts
• Cost optimization
• Backup & recovery Method
• Security Method in GCP
• Legal Compliance & Audits

Miscellaneous Topics

• Course Summary & exam Preparation