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Best Free AI/ML Courses in India 2024

Curated list of free courses from IITs, NPTEL, and global platforms for Indian learners.

8 Dec 202512 min read

Top Free Courses

You don't need to spend lakhs to learn AI. Here are the best free resources.

NPTEL Courses (IITs)

  • Machine Learning - IIT Kharagpur: Excellent foundation, SWAYAM certified
  • Deep Learning - IIT Madras: Covers modern DL architectures
  • NLP - IIT Kanpur: Comprehensive NLP course
  • Computer Vision - IISc: Theory and practice

International Courses

  • Fast.ai Practical Deep Learning: Top-down, practical approach
  • Stanford CS229 (YouTube): Classic ML course
  • Stanford CS231n (YouTube): Computer Vision
  • Stanford CS224n (YouTube): NLP with Deep Learning
  • Andrew Ng ML Course: Available free on YouTube

Specialized Free Resources

  • Hugging Face Course: NLP and Transformers
  • Made With ML: MLOps focused
  • AI4Bharat Courses: Indian language NLP
  • Google ML Crash Course: Quick introduction

YouTube Channels

  • 3Blue1Brown (Math intuition)
  • Sentdex (Python for ML)
  • Two Minute Papers (Research updates)
  • Yannic Kilcher (Paper explanations)

Recommended Learning Path

  1. Start with Andrew Ng's ML course
  2. Move to Fast.ai for deep learning
  3. Take NPTEL courses for certification
  4. Specialize with Stanford courses
T

TheIndian.AI Team

Editorial

Curated resources and guides to help you navigate your AI career in India.

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