Building Intelligent Systems: A Guide to Machine Learning Engineering - Softcover

Geoff Hulten is a Machine Learning Scientist and PhD in machine learning. He has managed applied machine learning teams for over a decade, building dozens of Internet-scale Intelligent Systems that have hundreds of millions of interactions with users every day. His research has appeared in top international conferences, received thousands of citations, and won a SIGKDD Test of Time award for influential contributions to the data mining research community that have stood the test of time.

What You’ll Learn:

• Understand the concept of an Intelligent System: What it is good for, when you need one, and how to set it up for success
• Design an intelligent user experience: Produce data to help make the Intelligent System better over time
• Implement an Intelligent System: Execute, manage, and measure Intelligent Systems in practice
• Create intelligence: Use different approaches, including machine learning
• Orchestrate an Intelligent System: Bring the parts together throughout its life cycle and achieve the impact you want