Building Intelligent Systems: A Guide to Machine Learning Engineering Geoff Hulten is an English-language printed study book aimed at professionals in software engineering and machine learning. This book provides a practical framework for building and managing intelligent systems that improve through user interactions.
The book covers the entire process of developing an intelligent system. You will learn the concept and applications of intelligent systems, designing an intelligent user experience, implementation and management, and using machine learning to create autonomy. The focus is on combining technical and management skills to realize successful systems at internet scale.
What you will learn:
- Insight into setting up and leveraging an intelligent system
- Designing data collection and feedback mechanisms
- Applying different machine learning methods
- Orchestration and lifecycle management of intelligent systems
This book is suitable for software engineers, machine learning experts, and technical managers. Content-wise, it aligns with topics such as artificial intelligence, databases, and data management.