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AI POWERED DEVOPS with AWS Course Details
 

Subcribe and Access : 5200+ FREE Videos and 21+ Subjects Like CRT, SoftSkills, JAVA, Hadoop, Microsoft .NET, Testin5g Tools etc..

Batch Date: June 23rd @9:00AM

Faculty: Mr. Maha
(15+ Yrs of Exp,..)

Duration: 4 Months

Venue :
DURGA SOFTWARE SOLUTIONS,
Flat No : 202, 2nd Floor,
HUDA Maitrivanam,
Ameerpet, Hyderabad - 500038

Ph.No: +91 - 9246212143, 80 96 96 96 96

Syllabus:

AI Powered Devops with AWS

Module 1: Introductions

  • Fundamentals of  software development life cycle (SDLC), Phases of SDLC
  • Explore software project requirement and  application
  • Understanding of  Roles  of Devops  in SDLC
  • Drive into  DevOps core principles.
  • Understanding devops ,Business Perspective,Developer Perspective, Tester Perspective, Operations Perspective
  • Introduction to DevOps Automation,Tools,DevOps Technology Categories,Collaboration
  • Using chatGPT to explore about SDLC and devops pipeline

Module 2: Linux  + Shell Script + AI Automation

  • Introduction to Types of OS,Flavours,OS Structure
  • Introduction of Linux 
  • Mastering on  All Linux basic  and shell commands
  • File system, File & directories permissions
  • User & groups administration
  • Shell Script  on Type of shells , Variables, Types of variables, Operators, Input arguments, String comparison, Athematic comparison, File conditions, If, loops, case, functions
  • Write and execute script for automation
  • By using chatGPT , writing scripts assistance Explore
  • Explore about  Virtualization,Server Virtualization ,Desktop Virtualization, Application Virtualization
  • Explore above Apache webserver, Tomcat application server:

Module 3:  AWS Administration + AI on Cloud Automation  

Elastic Compute Cloud (EC2)

  • EC2 Basics
  • Amazon Machine Images (AMIs)
  • Instance types
  • Elastic Block Store (EBS)
  • Security Groups
  • IP Addressing
  • Launching and using an EC2 instance
  • EC2 Essentials
  • Understanding Reserved Instances
  • Selecting and Building EC2 Instances
  • Working with public and private IP Addresses
  • Cloud-init User data and Metadata
  • Cloud Watch and EC2
  • EC2 Placement Groups o Serving Traffic to Private Web Servers

EBS (Elastic Block Storage)

  • Hard disk Basics
  • EBS Types
  • EBS vs Instance Storage

EBS Volumes And Snapshots:

  • Working with Elastic Block Storage
    •  Understanding AWS Storage Types
    •  Increasing IOPS Performance
    •  Configuring Optimized Instances
  • EBS Snapshots and Replication
    • EBS Snapshots Characteristics
    • Working with Snapshots in the AWS Management Console
  • AWS Command Line Interface
    • Working with EC2 using CLI
    • Use chatGPT  on EC2  for CLI
  • EC2 Troubleshooting Scenarios
    • Use chatGPT  on EC2   Troubleshooting Scenarios

Elastic File Storage:

  • Demonstrate ability to create backups for different services
  • Overview of Backup Services on AWS and Services that Include Backups
  • Creating and Scripting Automation for EC2 Snapshots            

 Load Balancing  Basics

  • OSI Network Layer
  • Load Balancing
    •  Classic Load Balancer
    •  Application Load Balancer
  • Auto Scaling Groups
  • Target Groups
  • Health Checks

Simple Notification Service (SNS)

  • Introduction
  • SNS Topics
  • SNS Subscriptions and SNS Subscription Protocols
  • SNS Push Notifications

Cloudwatch:

  • Creating CloudWatch Alarms for EC2 Monitoring
  • Creating custom cloudwatch metrics
  • Configuring Alarms

Monitoring and Metrics

  • Understanding AWS Instance types, Utilization and Performance
  • EC2 Instance and System Status Checks
  • Creating CloudWatch Alarms
  • Installing and Configuring Monitoring Scripts for EC2 Instances
  • Dedicating an instance to monitoring
    • Monitoring EBS for performance and availability

Auto Scaling:

  • Basics
  • Using Auto Scaling
  • Auto Scaling Troubleshooting scenarios
  • Auto Scaling Features
  • How Auto Scaling Works
  • Configuring Auto Scaling

Route 53 :

  • Route 53 Basics
  • Using Route 53
  • Route 53 and DNS Failover
  • Weighted Routing Policies In Route 53
  • Configuring DNS with Route 53
    •  Where we are in the reference architecture
    • The role of DNS in a distributed cloud system
    •  Using Route 53 with ELB,
    • Configuring Route 53
    •  Route 53 Best Practices
  • EKS
  • Use ChatGPT 

Virtual Private Cloud (VPC)

  • AWS Global Infrastructure
  • VPC Basics
  • Internet Gateways(IGW)
  • Route Tables (RTs)
  • Security groups
  • Network Access Control Lists (NACLs)
  • Subnets on  Availability Zones
  • Introduction to VPC and AWS Networking o Building A VPC From Scratch
    • VPC Networking
    • VPC Security
  • Configuring a NAT Instance
  • DB Subnet Groups
  • Elastic IP Addresses and Elastic Network Interfaces
  • Configure a Web Application In VPC
  • Extending the VPC to On-Premise Networks
  • VPC Peering

Extending On-Premise Networks with VPN :

  • Using Directory Service to Connect Hybrid Architectures
  • Security Zones
  • Understanding AWS IP Subnet Reservations
  • Hybrid Cloud AWS
    • Overview
    • AWS Hybrid Cloud Scenario
    • Network Integration in to AWS VPC
      • Best Practices
      • Creating an OpenVPN Instance for Client Connections

Cloud Formation by using  chatGPT

  • Cloud Formation Essentials
  • Creation and deployment of VPC Using CloudFormation
  • By using chatGPT  to generate  JSON Templates for CloudFormation
  • AWS Command Line Interface
    • Working with VPC using CLI
    • Use chatGPT  on VPC  for CLI
  • VPC Troubleshooting Scenarios
    • Use chatGPT  on VPC  Troubleshooting Scenarios

Simple Storage Service (S3)

  • S3 Basics
  • Buckets and objects
  • Storage Classes
  • Object Life Cycles
  • Permissions
  • Object Versioning
  • S3 Essentials
  • S3 Bucket/Object Versioning and Policies
  • Website Hosting with S3
  • AWS Command Line Interface
    • Working with S3 using CLI
  • Introduction To S3 Developer Requirements
  • Creating a static hosting Website with S3
  • S3 IAM & Bucket Policies

Glacier :

  • Overview
  • Introduction to Glacier
  • Creating a Glacier Vault
  • Storing Archives in Glacier
  • Understanding Glacier's Retrieval Pricing
  • Restoring Archives from Glacier

 Identity access management (IAM)

  • What is IAM
  • Create Users
  • Create Groups
  • Roles
  • Policies
  • Custom policies
  • Create/Set an IAM Policy for an IAM User
  • AWS Command Line Interface
    • Working with S3 and IAM  using CLI
    • Use chatGPT  on S3 for CLI

Relational Database Service (RDS) DynamoDB

RDS by using  chatGPT

  • Overview
  • Essentials
  • Working with RDS
  • Subnet Groups
  • Security Options
  • RDS Security Groups and Connecting to RDS from EC2
  • Monitoring RDS for performance and availability
  • MySQL and Maria DB on RDS
  • Replica& MAZ
  • Private RDS

Amazon DynamoDB by using  chatGPT

  • Getting Started with DynamoDB
  • Local and Global Secondary Indexes
  • DynamoDB overview and Limits
  • DynamoDB Multi-Region Replication

Elastic Cache 

  • Caching Overview
  • Memcached
  • Redis
  • Clusters
  • Backups

Module 4: Terraform

Infrastructure Automation by using  chatGPT

  • What is Infrastructure as Code and why is it needed?
  • Declarative vs Procedural tools for Infrastructure as Code
  • Infrastructure as Code in the Cloud
  • Requirements for infrastructure provisioner
  • Deploying First Server, Preparing work environment
  • Terraform providers
  • Configuring AWS provider e. Creating EC2 instance with Terraform
  • Working with state and Handling resource updates
  • Understanding variables
  • Configuring data sources
  • Exploring Terraform configuration resources
  • Write , manage terraform files  for cloud infrastructure on AWS
  • Provision AWS resources like VPC,EC2, S3,IAM,  and RDS
  • charGPT  to generate  Terraform scripts , troubleshoot errors.

Module 5: Configuration Management

Ansible:

  • Introduction
  • What is Ansible
  • Change Management
  • Provisioning
  • Automation
  • Orchestration
  • Why use Ansible
  • YAML
  • Built in Security
  • Extendable
  • Conclusion
  • Architecture and Process Flow
  • Architecture Introduction
  • System Requirement
  • Components Overview
  • Process of Execution
  • Conclusion

Architecture and Process Flow

  • Architecture Introduction
  • System Requirement
  • Components Overview
  • Process of Execution
  • Conclusion

Setup and Configuration by using  chatGPT

  • Test Environment Setup
  • Download and Installation
  • Ansible Configuration File
  • The HOSTS File
  • Overriding the Default HOSTS File
  • Overriding the Default System Ansible.Cfg File
  • Overriding the Default Roles Path
  • Understanding the core components of Ansible
  • Ad-hoc commands in Ansible

Ansible Inventory and Configuration by using chatGPT

  • Introduction to Inventory &Configuration
  • Inventory Fundamentals
  • Scaling out with Multiple Files
  • Ansible Configuration Basics

Writing Ansible Playbooks by using chatGPT

  • Ansible Command Line
  • Our First Playbook
  • Variables: Inclusion Types
  • Target Section
  • Variable Section
  • Task Section
  • Handler Section
  • Outlining Playbook
  • Create a Playbook from Outline
  • Optimizing Playbook
  • Taking Playbook for a Dry Run
  • Simple Variable Substitution
  • Loops
  • Conditionals
  • Vault
  • Basic Include Statements
  • Tags
  • Basic Error Handling
  • Includes - Breaking Your Playbook Into Discrete Plays
  • Starting At Task or Stepping Through All Tasks
  • Passing Variables Into Playbooks at the Command Line
  • Using Jinja2 Templates
  • Use a playbook to copy a program and customize it for the target host.
  • Wiring Play books for java, webservers and applications server

Ansible Modules by using chatGPT

  • Introduction
  • Ansible Modules Fundamentals
  • Module Docs
  • Yum Module
  • Setup Module
  • Other modules

Create and use templates to create customized configuration files

  • Introduction
  • Templates

Working with Ansible facts and variables by using  chatGPT

  • Let see how we get ansible facts and how we use facts
  • Using Ansible facts
  • Using variables to gather server info

Working with Roles by using  chatGPT

  • Introduction to Roles
  • Role Basics
  • Creating Role
  • Ansible Galaxy
  • Roles - The Directory Structure
  • Role Based Tasks
  • Task Order - Pre and Post Tasks
  • Roles - Conditional Execution
  • Roles - Variable Substitution
  • Roles - Handlers
  • Roles - Configuring Alternate Roles Paths
  • Roles - Conditional Include Statements
  • Roles - Waiting For Events
  • Roles - Executing a Task Until
  • Roles - Using Tags
  • Roles - Breaking a Playbook Into a Role
  • Roles - Passing Variables from Command Line
  • Roles - Using Jinja2 Templates
  • Roles - Lets create a role to install apache.
  • Lets use the previous role and add a new one.

Lets build on the previous role

Create Role for installing tomcat  on  multiple nodes

Create Role for  deploy application on multiple nodes

By using  chatGPT  to create real time  projects by using roles for deploy applications

Module 6 : Containerization

Docker by using chatGP

  • Introduction
  • What is docker
  • Docker life cycle
  • How docker containers working
  • Installing Docker on Linux
  • Working with Containers
    • How to create the containers
    • Docker  commands
    • Theory of pulling  and Running Containers
    • Working with images
    • Container Life cycle
    • Dockerfile
    • Build Docker images
    • Docker push
    • Docker compose
    • Docker  volumes
    • Docker cpu
    • Docker memory
    • Docker  Networking

Kubernetes by using  chatGPT

  • What is kubernets
  • Purpose of Kubernetes
  • How Kubernetes works
  • Master components, how works
  • Node Components, how works
  • How pods works
  • Installations and configuration Kubernetes cluster
  • Pod lifecycle
  • Work with pods
  • Work with Services
  • Work with Replica controller
  • Work  with Deployment
  • How to  Releases  java application by using RC and Deploy
  • EKS setup
  • By using AI, generate  YAML  manifest, troubleshoot pods and logs

Module 7: Continues Integration and Continues Delivery

Use chatGPT  to Git  and  complex git workflow

  • Source code management
  • SCM tools
  • What is Git
  • Installation
  • Work space/ work dir/ work tree
  • Configuration
  • Commit/check-in
  • Version/version-ID/commit-ID,
  • Work space, staging area, buffer area
  • Local Repo/remote repo
  • Customer Branching
  • Release  Branching
  • Merge, stash, fast-forwarding, rebase
  •  Chery-pick, cat-file and hocks 
  • Repositories and  Tracking
  • Git commands:  add, commit, log, push, status, ignore, branch, checkout merge, confict, stash, reset, revert
  • Git GUI

Maven:

  • Introduction, Maven Structure
  • Maven Dependencies
  • Maven Repositories
  • Maven Plugins and goals
  • Integrated Maven Build
  • Maven project

Jenkins:

  • What is Jenkins?
  • Installation and configuration
    • Prerequisites
    • Download and installation
    • Configuration.
  • Managing Jenkins
    • Securing Jenkins, Managing Credentials, Plugin Management
    • Jenkins Backup, Create a Build Slave
  • Creating Application Builds
    • Manual compilation with Maven
    • Manually Testing, Packaging and Running the App
    • Creating a Jenkins Job and configuring a Git Repo
    • Compiling in Jenkins
    • App Packaging in Jenkins
    • Archiving artifacts
    • Cleaning up Past Builds
    • Build time trend
    • The jenkins Dashboard
    • Troubleshooting build failures
    • Build linking upstream and downstream
  •  Plugins
    • Introduction
    • Plugin Architecture
    • Extension Points
    • Getting Plugins
    • Useful Plugins Overview
    • Build Tool Plugins
    • Installing a plugin
    • Plugin configuration
    • Security Overview
  • Continuous Testing and Continuous Integration and Testing
    • Adding steps to Freestyle Project
    • Creating a Pipeline job to execute Maven
    • Archiving in a Pipeline
    • Checking out git repository in pipeline
    • The Master Agent Model
    • Allocating a node and workspace in Pipeline
    • Triggering Automated Builds
    • Configuring an Email Server
    • Notifications when a build fails
    • Executing unit tests
  • Finding and Managing Plugins
    • The need for plugins
    • Integrated Code Coverage
    • Assessing a plugin
    • Testing Plugins and Plugin Types
  • Building Continuous Delivery Pipeline
    • Continuous Delivery
    • Backup and Restore
    • A Second Node Allocation
    • Adding an Agent Node
    • Setup parallel integration testing in a pipeline
    • Executing and Monitoring Parallel pipelines
    • Setup Deployment to staging
    • Executing a Deployment pipeline
    • pipeline script to Git
  • Master and slave configuration
  • Use chatGPT  for Integrating Jenkins with jfrog and sonarqube
  • Implement CICD PipeLine project by using ansible, docker and K8s

Module 8: Projects and Interview Preparation

  • Implement projects on AWS cloud for auto scaling  and VPC network
  • implement  Real-time use case on Ansible
  • implement  Real-time use case on docker & K8S
  • Build and implement  end to end project  by using all tools on AWS cloud
  • Use Notion AI  to auto generate project documentation and reports
  • Prepare  for interviews  with  resume and optimization tips.