Program Overview

This comprehensive training program covers the complete spectrum of modern ML operations, from infrastructure and deployment to advanced AI agents. Designed for professionals looking to master production-grade ML systems.

Module 1: DevOps Fundamentals for MLOps

Linux & Shell Scripting

• Linux commands for ML workflows
• Bash scripting for automation
• File system and process management
• Network configuration

Python Fundamental's for ML/AI-Ops

• Python Basics
• Control Structures
• Data Structures
• Functions & Modules
• Error Handling
• Object-Oriented Programming (OOP)
• File & OS Operations
• Data Handling
• Concurrency & Parallelism
• Networking & APIs