Learn AI & Machine Learning
Curated courses, books, and resources handpicked for Indian learners. From beginner-friendly tutorials to advanced certifications.
All Learning Resources
Building RAG Systems: From Basics to Production
Complete guide to Retrieval-Augmented Generation: vector databases, embedding models, chunking strategies, and production deployment. Build ChatGPT for your own data.
LLM Fine-tuning & PEFT Techniques
Master Parameter-Efficient Fine-Tuning: LoRA, QLoRA, Prefix Tuning, and Adapters. Learn to customize LLMs for your use case without massive compute.
Understanding Transformers & Attention Mechanism
Deep dive into the architecture that powers ChatGPT, Claude, and all modern LLMs. Learn self-attention, positional encoding, and transformer architecture.
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.
Hands-On Machine Learning with Scikit-Learn and TensorFlow (Free PDF)
Industry bible by Aurélien Géron. Available for free online. Practical approach with code examples for every concept.
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.
Python for AI & ML - Complete Guide
Master Python fundamentals specifically for AI/ML: NumPy, Pandas, data manipulation, and ML libraries. Hands-on examples with real datasets.
Complete AI Career Roadmap for India 2025
Step-by-step guide to building a successful AI career in India with timelines, resources, and salary expectations.
Best Free AI/ML Courses in India 2024
Curated list of free courses from IITs, NPTEL, and global platforms for Indian learners.
AI Salary Guide India 2024
Comprehensive salary data across AI roles, companies, and cities in India.
LLM Development Guide: Fine-tuning to Deployment
Practical guide to working with large language models for Indian developers.
Top 20 AI Tools Made in India
Indian AI tools competing globally across categories.
How to Prepare for ML Interviews at Indian Companies
Interview preparation guide with company-specific insights.
Introduction to Machine Learning Concepts
Understand the fundamentals: supervised vs unsupervised learning, classification, regression, and model evaluation. No complex math, just clear explanations.
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.
Papers With Code: Stay Updated on Latest Research
Free platform to explore AI research papers with code implementations. Track state-of-the-art models and benchmarks.
Deep Learning Book (Free Online)
The deep learning bible by Goodfellow, Bengio, Courville. Comprehensive theory and mathematics. Free HTML version.
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.