Learn AI & Machine Learning
Curated courses, books, and resources handpicked for Indian learners. From beginner-friendly tutorials to advanced certifications.
Courses Resources
Krish Naik: ML & AI for Indian Students
One of India's top ML educators. Hindi + English content. Covers theory, projects, interview prep. Free and comprehensive.
TensorFlow Developer Certificate (Coursera)
Official TensorFlow certification program. Build skills in computer vision, NLP, time series. Google-backed certificate.
Deep Learning Specialization (Coursera)
Andrew Ng's deep learning specialization. 5 courses covering neural networks, CNNs, RNNs, and more. Industry recognized certificate.
MIT: Introduction to Deep Learning
MIT's popular deep learning course. Free lectures, slides, and labs. Covers latest research and practical applications.
Stanford CS229: Machine Learning
Legendary ML course by Andrew Ng. Free on YouTube with lecture notes and assignments. Industry gold standard.
NPTEL: Introduction to Machine Learning (IIT Madras)
Comprehensive ML course by Prof. Balaraman Ravindran from IIT Madras. Perfect for Indian students with certificate option.
Fast.ai: Practical Deep Learning for Coders
Learn deep learning by building real projects. No PhD required. Completely free course from fast.ai, perfect for Indian learners.
Best Free AI/ML Courses in India 2024
Curated list of free courses from IITs, NPTEL, and global platforms for Indian learners.
StatQuest: ML & Statistics Made Easy
Best channel for understanding ML concepts intuitively. Clear explanations, no jargon. Essential for interviews.
Codebasics: ML, Data Science, & Python (Hindi)
Hindi tutorials on ML, data science, Python. Perfect for Indian learners. Practical projects and interview questions.
Computer Vision Nanodegree (Udacity)
Industry-aligned computer vision program. Work on real projects, get mentor support. Job guarantee available.
MLOps Specialization (Coursera)
Production ML and MLOps by DeepLearning.AI. Learn deployment, monitoring, pipelines. Essential for ML engineers.
Indian AI Association: Generative AI Fundamentals
Free course on generative AI, LLMs, and prompt engineering. India-focused examples and use cases.
IIT Kharagpur: Deep Learning
Advanced deep learning course by IIT Kharagpur. Covers theory and applications. Certificate available for nominal fee.
PyTorch for Deep Learning Bootcamp
Comprehensive PyTorch course covering CNNs, RNNs, GANs, transformers. Build image classifiers, object detectors, and more.
Natural Language Processing Specialization
Master NLP with this specialization. Covers transformers, BERT, attention mechanisms. Build chatbots and sentiment analyzers.
Machine Learning A-Z™: AI, Python & R
Most popular ML course on Udemy by Kirill Eremenko. Hands-on approach with real-world examples and datasets.
Complete Machine Learning & Data Science Bootcamp
Zero to Mastery's comprehensive ML bootcamp. Covers Python, TensorFlow, PyTorch. Project-based learning with job preparation.
Google AI for Everyone
Non-technical introduction to AI. Understand what AI can and cannot do. Great starting point for career switchers.