The focus is:

• Strong CS fundamentals
• Production-grade ML systems
• Applied deep learning
• Scalable backend + infrastructure
• Interview preparation
• Portfolio and system design

Target timeline:

• 6–12 months depending on current level.

Phase 0 — Prerequisites (2–4 Weeks)

Before ML, you must be comfortable with:

Programming

Primary:

• Python

Secondary:

• SQL
• Bash/Linux basics

Python Topics

• OOP