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Gen AI for DevOps
A practical DevOps course covering Generative AI fundamentals, GitHub automation, Docker, Kubernetes, AI-assisted operations, scaling, security, and monitoring.
LENGTH12 hr 18 min
LEVELIntermediate
PREREQUISITEPython for Artificial Intelligence
FOCUSCI/CD · Docker · Kubernetes
What you’ll be able to do
Automate delivery with AI
Add generative AI steps to GitHub workflows and review pipelines.
Operate containers
Use Docker and Kubernetes with AI-assisted operations.
Secure and monitor
Apply scaling, security and monitoring practices to AI-enabled systems.
Syllabus
Preview lesson 1 free →Module 1: Introduction to Generative AI1 hr 26 min
Introduction FREE PREVIEW
Gen AI Overview
LLM's
Prompt Engineering
Module 2: AI-Assisted Projects1 hr 47 min
Project and AI Calculator
Creation of GitHub Profile and VS Code
BMI Calculator
LLM Based Approach (AI SQL)
Module 3: GitHub and Automation3 hr 26 min
VS Code and GitHub Copilot
GitHub Actions
Shell Scripting
Doubts and Curriculum
Multiple Jobs
Google Antigravity
Module 4: Docker and AI Operations3 hr 4 min
Docker
Docker Code Review and Test Case Generation
DevOps Engineer Release Notes and Docker Hub
AI Security Checks and System Logs Analyzer
Ollama
Doubts
Module 5: System Logs with AI Models32 min
GPT, Ollama and Hugging Face System Logs
Module 6: Kubernetes36 min
Kubernetes - GPT, Ollama and Hugging Face
Module 7: Scaling and Chat Assistants58 min
Langchain Chat Assistant and RAGs
Auto Scaling and Auto Healing
Module 8: Data Privacy and Governance13 min
Data Privacy, Security and Governance
Module 9: Monitoring16 min
Alert Monitoring
Your instructor
AF
Agilefever FacultyPrincipal Faculty, Role Certifications
Practitioner-led faculty who ship AI in production and certify role-ready skills with real project reviews.