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Useful Resources. Free & Premium.

Notes, blueprints, project guides, cheat sheets, notebooks and interview resources — built from real practitioner work.

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Free Notes

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Free Notes

Machine Learning Foundations Notes

Concise, practitioner-written notes covering the ML fundamentals that come up in real projects.

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Blueprints

The Ultimate AI Blueprint That Can Save You 500+ Hours

A complete ML, Deep Learning, GenAI, LLM, RAG, AI Agents, LangChain, Vector DB, MLOps & Deployment knowledge library — plus 500+ LLM & AI system design interview questions and a recruiter/Topmate database for referrals.

₹1,799View

Project Guides

Production Projects — AI Agents & RAG Complete Guide

2 production-ready AI projects as complete Jupyter notebooks, 30+ RAG notebooks (chunking to full pipelines), 1,000+ LLM system design questions, and complete AI notes across ML, Deep Learning, NLP, GenAI, LLMs and AI Agents.

₹1,299View

Cheat Sheets

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Cheat Sheets

AI Agents Cheat Sheet

The core patterns, terms, and building blocks behind modern AI agents, on one page.

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