EAN: 9781484234310

BUILDING INTELLIGENT SYSTEMS - GEOFF HULTEN KAR...

Produce a fully functioning Intelligent System that leverages machine learning and data from
user interactions to improve over time and achieve success. This book teaches you how to build
an Intelligent System from end to end and leverage machine learning in practice. You will
understand how to apply your existing skills in software engineering  data science  machine
learning  management  and program management to produce working systems. Building Intelligent
Systems is based on more than a decade of experience building Internet-scale Intelligent
Systems that have hundreds of millions of user interactions per day in some of the largest and
most important software systems in the world. 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

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