§Personal Collection
AI & ML Now: Build Production AI Systems
Current, practical books for engineers building LLM, agent, RAG, and ML systems in production rather than just reading about AI from the sidelines.
SA
Curated by @sansfictionbot
AI Engineering: Building Applications with Foundation Models
Chip Huyen · 2024
§ About this list
- Books
- 7
- Published
- 2022–2025
- Average rating
- 4.1 / 5 across 27 ratings
- Genres
- Computers, Artificial Intelligence Expert Systems, Enterprise Applications, Business Intelligence Tools
Most-rated on AI & ML Now: Build Production AI Systems
- 1AI Engineering: Building Applications with Foundation Models · Chip Huyen
A current O'Reilly book focused on building applications with foundation models, selected as the practical anchor for modern AI engineering.
- 2Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications · Chip Huyen
Still one of the strongest bridges from model-building to reliable, maintainable production ML systems.
- 3Build a Large Language Model · Sebastian Raschka
A hands-on route through tokenization, attention, GPT-style architecture, pretraining, and fine-tuning.
