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Machine Learning LS 2026

A 4-week Machine Learning Learner's Space conducted by the Web and Coding Club (WnCC), IIT Bombay.

This repo is your single source of truth - study material, code examples, and assignments, organized week by week so you always know what to learn next and why.


How to Use This Repo

  1. Go to the current week's folder and read its README.md first - it gives you the learning path for the week.
  2. Work through the topics in order. Each topic's README explains what you need to know before it and what it unlocks next.
  3. Stuck on a concept? Revisit the prerequisites, try re-deriving the math, and experiment in code before looking at solutions.

8-Week Roadmap

Week Topics
Week 1 Python & NumPy Basics, Linear Algebra Review, Data Preprocessing
Week 2 NLP Fundamentals, Embeddings & Word2Vec

Questions?

Drop them in the WhatsApp group. That's what it's there for.