Teach yourself GenAI from scratch, popular resources to set you up as an ai expert. 5 Books 1/ Designing Mach…

Teach yourself GenAI from scratch, popular resources to set you up as an ai expert. 5 Books 1/ Designing Machine Learning Systems – Chip Huyen Great for: ML system design tradeoffs. https://www.amazon.com/Designing-Machine-Learning-Systems-Production-Ready/dp/9355422679 2/ Building LLMs for Production – Bouchard & Peters Great for: Real-world LLM deployment. https://www.amazon.com/Building-LLMs-Production-Reliability-Fine-Tuning/dp/B0D4FFPFW8/ 3/ Build a LLM (From Scratch) – Sebastian Raschka Great for: Understanding LLM internals. https://www.amazon.com/Build-Large-Language-Model-Scratch/dp/1633437167/ 4/ The LLM Engineering Handbook – Iusztin & Labonne Great for: Modular, scalable GenAI systems. https://www.amazon.com/LLM-Engineers-Handbook-engineering-production/dp/1836200072/ 5/ AI Engineering – Chip Huyen Great for: Model serving & product constraints. https://www.amazon.com/AI-Engineering-Building-Applications-Foundation/dp/1098166302 6/ GitHub Repos ↳ Karpathy’s Neural Networks: Zero to Hero https://github.com/karpathy/nn-zero-to-hero ↳ Start Machine Learning by Louis-François Bouchard https://github.com/louisfb01/start-machine-learning ↳ fastai https://github.com/fastai/fastai ↳ RAG Techniques – Nir Diamant https://github.com/NirDiamant/RAGTechniques ↳ GenAI Agents – Nir Diamant https://github.com/NirDiamant/GenAIAgents 7/ YouTube Videos ↳ Neural Networks Zero to Hero – Karpathy \[Playlist] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fplaylist%3Flist%3DPLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ%26cbrd%3D1\&gl=DE\&m=0\&pc=yt\&cm=2\&hl=de\&src=1 ↳ Stanford CS336 (2025) https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fplaylist%3Flist%3DPLoROMvodv4rOY23Y0BoGoBGgQ1zmUMT%26cbrd%3D1\&gl=DE\&m=0\&pc=yt\&cm=2\&hl=de\&src=1 ↳ CS25: Intro to Transformers – Karpathy https://www.youtube.com/watch?v=XfpMkf4rD6E ↳ 4. Stanford CS229: Building Large Language Models (LLMs) https://www.youtube.com/watch?v=9vM4p9NN0Ts ↳ Let’s Build GPT from Scratch - Karpathy https://www.youtube.com/watch?v=kCc8FmEb1nY 8/ Learning Hubs ↳ Google x Kaggle GenAI Intensive 5-day sprint on vector search, prompting, coding. https://blog.google/technology/developers/google-kaggle-genai-intensive/ ↳ Anthropic Academy Official Claude dev hub — APIs, safety, workflows. https://www.anthropic.com/learn ↳ Microsoft AI Learning Hub Full-stack GenAI learning with Azure tools. https://learn.microsoft.com/en-us/ai/?tabs=developer ↳ NVIDIA GenAI/LLM Learning Paths Build, tune, deploy — all in one place. https://www.nvidia.com/en-us/learn/learning-path/generative-ai-llm/ ↳ DeepLearning.AI Short, practical GenAI and RAG courses. https://www.deeplearning.ai/ What did I miss? ♻️ Hope this helps everyone upskill