Building Intelligent Systems ― A Guide to Machine Learning in Practice

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

Who This Book Is For

Software engineers, machine learning practitioners, and technical managers who want to build effective intelligent systems

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.