MichaelBrenndoerfer

Every concept explained with modern context, honest pros and cons, and intuitive visualizations. Math is explained step by step so you understand how it works, but without hours of digging through dense textbooks. Free to read online.

Published

Machine Learning from Scratch

A Complete Guide to Machine Learning, Optimization and AI: Mathematical Foundations and Practical Implementations

Machine LearningMathematical FoundationsClustering

In Progress

Language AI Handbook

A Complete Guide to Natural Language Processing and Large Language Models: From Classical NLP and Transformer Architecture to Pre-training, Fine-tuning, and Production Deployment

History of NLPNLP FundamentalsTransformer Architectures

Published

AI Agent Handbook

A Complete Guide to Building Autonomous AI Systems: From Language Models and Memory Architecture to Tool Integration, Multi-Agent Coordination, and Production Deployment

Autonomous AgentsLLM AgentsMemory Systems

Published

History of Language AI

How We Taught Machines to Read, Write, and Reason Through a Hundred Years of Discovery

Early FoundationsStatistical MethodsNeural Networks

In Progress

Quantitative Finance

Pricing, Portfolios, and Execution End to End: Academic Foundations, Design, Calibration, Backtesting and Deployment

Pricing ModelsPortfolio ConstructionExecution Strategies