Learn AI & Machine Learning
Curated courses, books, and resources handpicked for Indian learners. From beginner-friendly tutorials to advanced certifications.
Guides 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.
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.
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.
LLM Development Guide: Fine-tuning to Deployment
Practical guide to working with large language models for Indian developers.
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.
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.