Designing Machine Learning Systems

An Iterative Process for Production-Ready Applications

By: Chip Huyen

Narrated by: Kathleen Li

Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements.

Author Chip Huyen, cofounder of Claypot AI, considers each design decision—such as how to process and create training data, which features to use, how often to retrain models, and what to monitor—in the context of how it can help your system as a whole achieve its objectives. The iterative framework in this book uses actual case studies backed by ample references.

This book will help you tackle scenarios such as engineering data and choosing the right metrics to solve a business problem; automating the process for continually developing, evaluating, deploying, and updating models; developing a monitoring system to quickly detect and address issues your models might encounter in production; architecting an ML platform that serves across use cases; and developing responsible ML systems.

PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.

©2022 Huyen Thi Khanh Nguyen (P)2022 Ascent Audio

Good Textbook with Audio Issues.

I have been listening to Audible books for two years, many by Ascent Audio, and I have never had any issues with the sound quality, until now. This book sounded terribly shrill, all the soft consonants sounded like fingernails on a chalkboard to me. I had to go into the equalizer settings in my car radio and turn off everything 4 kHz and higher. It sounds Ok now, I can listen to it pain-free. As for the content, I found the book to be timely, relevant and useful. I have many books that talk about artificial intelligence. This a textbook on how to do machine learning.