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Batch Date: Jan 10th & 11th @4:00PM

Faculty: Mr. Veera (13+ Yrs of Exp,..)

Duration: 8 Weekends Batch

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

Ph.No: +91 - 8885252627, 9246212143, 80 96 96 96 96

Syllabus:

MLOPS + GITHUB Actions

MODULE 1: VERSION CONTROL FUNDAMENTALS (WHY GIT?)

Why Version Control Exists

• Problems before Git
• Manual backups vs Git
• Team collaboration challenges
  

Centralized vs Distributed VCS

• SVN vs Git
• Why Git won

Git Architecture (DEEP)

• Working Directory
• Staging Area
• Local Repository
• Remote Repository

Outcome:

Learner understands how Git works internally, not just commands.

MODULE 2: GIT INSTALLATION & BASIC COMMANDS

Git Setup

• Install Git (Windows/Linux/Mac)
• Git config (username, email)
• SSH vs HTTPS authentication

Core Git Commands

• git init
• git clone
• git status
• git add
• git commit
• git log
• git diff
• .gitignore

Hands-on:

• Create first Git repository
• Push code to GitHub

MODULE 3: BRANCHING & MERGING (VERY IMPORTANT)

Branching Concepts

• What is a branch
• HEAD pointer
• Branch lifecycle

Branch Commands

• git branch
• git checkout
• git switch
• git merge
• git rebase

Merge Types

• Fast-forward
• Three-way merge
• Rebase vs merge (when to use)

Hands-on:

• Feature branch workflow

MODULE 4: MERGE CONFLICTS & TROUBLESHOOTING

What Causes Conflicts

• Line-level conflicts
• Binary file conflicts

Conflict Resolution

• Manual resolution
• Using diff tools
• Best practices to avoid conflicts

Hands-on:

• Create & resolve merge conflicts
  

MODULE 5: UNDO, RESET & RECOVERY (REAL LIFE SAVER)

Undoing Changes

• git restore
• git checkout --
• git revert

Reset Types (DEEP)

• git reset --soft
• git reset --mixed
• git reset --hard

Recovery

• git reflog
• Recover deleted commits

Hands-on:

• Recover lost code scenario

MODULE 6: ADVANCED GIT CONCEPTS

Git Internals (High Level)

• Blobs
• Trees
• Commits
• SHA hashes

Advanced Commands

• git stash
• git cherry-pick
• git tag
• git bisect

Hands-on:

• Debug issue using git bisect

MODULE 7: ENTERPRISE GIT WORKFLOWS

Branching Strategies

• Git Flow
• GitHub Flow
• Trunk-based development

Code Review Best Practices

• Commit message standards
• PR size best practices

Outcome: Learner works like a real company engineer.

MODULE 8: INTRODUCTION TO GITHUB PLATFORM

GitHub Overview

• Repositories
• Organizations
• Teams & permissions

GitHub Features

• Issues
• Projects
• Wiki
• Releases

GitHub Security Basics

• Public vs private repos
• Secrets management
• Repo access controls

MODULE 9: PULL REQUESTS & COLLABORATIONS

Pull Request Lifecycle

• Creating PR
• Code reviews
• Approvals
• Merging strategies

PR Checks

• Status checks
• Required reviewers

Hands-on:

• End-to-end PR workflow

MODULE 10: GITHUB SECURITY & COMPLIANCE (BONUS FOR GRC)

GitHub Security Features

• Branch protection rules
• Signed commits
• Dependabot
• Secret scanning
• Code scanning

Audit & Compliance Use Cases

• Evidence for SOC2 / ISO
• Change management proof

Special: This module connects GitHub with GRC frameworks.

MODULE 11: INTRODUCTION TO CI/CD & GITHUB ACTIONS

CI/CD Fundamentals

• CI vs CD
• Build → Test → Deploy pipeline

GitHub Actions Overview

• Events
• Runners
• Jobs
• Steps
• Actions marketplace

Hands-on:

• First GitHub Actions workflow

MODULE 12: GITHUB ACTIONS – CORE SYNTAX (DEEP)S

YAML Deep Dive

• Workflow syntax
• Jobs & steps
• Environment variables
• Secrets

Triggers

• push
• pull_request
• schedule
• manual (workflow_dispatch)

Hands-on:

• Multi-job pipeline

MODULE 13: CI PIPELINES (REAL USE CASES)

Build Pipelines

• Python build
• Node.js build
• Docker build

Test Pipelines

• Unit tests
• Linting
• Security checks

Hands-on:

• CI pipeline with tests

MODULE 14: CD PIPELINES (DEPLOYMENTS)

Deployment Strategies

• Manual approval
• Auto-deploy

Deploy Targets

• VM
• Docker
• Kubernetes
• Cloud (AWS/Azure)

Hands-on:

• Deploy app using GitHub Actions

MODULE 15: SECURITY & SECRETS IN GITHUB ACTIONS

Secrets Management

• GitHub Secrets
• Environment secrets
• OIDC authentication (AWS/Azure)

Secure Pipelines

• Least privilege
• Secret masking

Hands-on:

• Secure cloud deployment pipeline

MODULE 16: ADVANCED GITHUB ACTIONS

Advanced Concepts

• Matrix builds
• Reusable workflows
• Composite actions
• Self-hosted runners

Hands-on:

• Enterprise-grade reusable workflow

MODULE 17: GITHUB ACTIONS FOR SECURITY, GRC & MLOPS

Security Use Cases

• SAST scans
• Dependency scanning
• IaC scanning

GRC Automation

• Evidence collection
• Compliance checks

MLOps Pipelines

• Train ML model
• Run tests
• Register model

Outcome: Learner uses GitHub Actions beyond DevOps.

MODULE 18: MONITORING, TROUBLESHOOTING & OPTIMIZATION

Debugging Pipelines

• Logs
• Re-runs
• Failures

Performance Optimization

• Caching
• Parallel jobs

MODULE 19: REAL-WORLD PROJECTS

Project 1: Enterprise CI/CD Pipeline

• Git + PR workflow
• Security scans
• Deployment

Project 2: Compliance Automation

• Policy-as-code
• Audit evidence pipeline

Project 3: MLOps CI/CD

• Model training
• Validation
• Deployment

MODULE 20: CAREER & INTERVIEW PREP

Interview Questions

• Git scenarios
• GitHub Actions architecture
• CI/CD design

Job Roles

• DevOps Engineer
• Platform Engineer
• Security Engineer
• MLOps Engineer

COURSE OUTCOME

After this course, learners can:

• Work confidently with Git in teams
• Manage GitHub repos securely
• Build enterprise CI/CD pipelines
• Automate security & compliance
• Support DevOps, SOC, GRC & MLOps workflows

BONUS

• Git cheat sheets
• PR templates
• Workflow templates
• Interview Q&A