AI Nerd Notes

AI 101/Trends

• Machine Learning for Kids
• The Complete Obsolete Guide to Generative AI
• Engineer's Guide to Surviving AI
• Quick Start Guide to Large Language Models, 2nd Ed (Sinan Ozdemir)
• How AI Works
• A Simple Guide to Retrieval Augmented Generation
• A Damn Fine Stable Diffusion Book
• HuggingFace in Action
• LangChain in Action
• Generative AI on the AWS

AI Machine Learning

• The Hundred Page Machine Learning Book
• Machine Learning Yearning
• Designing Maching Learning Systems (Chip H)
• Design a Machine Learning System (from Scratch)
• Production Machine Learning
• Rules of Machine Learning: Best Practices for ML Engineering

AI Deep Learning

• Neural Networks From Scratch
• Deep Learning for Coders with fastai and PyTorch
• Deep Learning Illustrated

AI LLMs/GenAI

• AI Engineering (Chip H)
• Generative AI in Action
• Build a Large Language Model (from Scratch)
• Build LLM Applications (from Scratch)
• LLMs in Production
• Multi-Agent Systems with AutoGen

AI Widsom

• Co-Intelligence
• Why Machines Learn
• AI Snake Oil
• The Skill Code
• A Brief History of Intelligence