Online Textbook
Building Language AI: From Tokens to Agents
A practitioner's guide to large language models, retrieval-augmented generation, fine-tuning, and agentic systems.
Online Textbooks
These book manuscripts synthesize lessons from applied research, course design, and three decades of system building. Each draft is open and continuously updated. Shorter writing lives under blog posts.
Online Textbook
Building Vision AI: From Pixels to Generative Models
Computer vision end to end: classical image processing, convolutional networks, and modern generative models.
Online Textbook
Building Scalable AI: From Big Data Algorithms to Distributed Intelligence
A practitioner's guide to distributing data, training, inference, and coordination across many machines.
Online Textbook
Building Temporal AI: From Forecasting to Sequential Decision Making
Temporal AI end to end: time-series forecasting, sequence modeling, and sequential decision making.