The Exact 7-Month AI/ML Roadmap I Would Follow If I Were Starting Today

I see this question every single week in Discord servers, Telegram groups, and college WhatsApp chats: "Bhai kahan se start karu AI/ML?" [Translation: "Where do I start with AI/ML?"] And I see the same bad advice every time: "Just start with Andrew Ng" "No, do Krish Naik first" "Just learn Python and figure it out" Nobody gives a complete, opinionated, ordered answer. This is mine. PREREQUISITES (before Month 1) Basic programming understanding (any language) A laptop with 8GB RAM minimum 2 hours per day commitment That's it. No Math degree needed. No CS background needed. MONTH 1: Python Foundations Topics: Variables, data types, control flow Functions, recursion, lambda Object-Oriented Programming (classes, inheritance) File I/O, exception handling List comprehensions, generators NumPy and Pandas basics Project to build: A data analysis script that reads a CSV, cleans it, and outputs summary statistics. MONTH 2: Mathematics for ML Topics: Vectors and matrices (Linear Algebra) Derivati