Building Intelligent Systems

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

Produceti un sistem inteligent care functioneaza pe deplin, care utilizeaza invatarea automata si datele din interactiunile utilizatorilor pentru a se imbunatati in timp si pentru a obtine succesul. Veti intelege cum sa va aplicati abilitatile existente in ingineria software, stiinta datelor, invatarea automata, management si gestionarea programelor pentru a produce sisteme de lucru.