Description: About this Item The item is a book Paperback The Author Name is Chip Huyen The Title is Designing Machine Learning Systems : An Iterative Process for Production-Ready Applications Condition New Other Comments Pages Count - 386. Category - Computers Product Description - 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, co-founder 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 problemAutomating the process for continually developing, evaluating, deploying, and updating modelsDeveloping a monitoring system to quickly detect and address issues your models might encounter in productionArchitecting an ML platform that serves across use casesDeveloping responsible ML systems We Use Stock Images Because we have over 2 million items for sale we have to use stock images, this listing does not include the actual image of the item for sale. The purchase of this specific item is made with the understanding that the image shown in this listing is a stock image and not the actual item for sale. For example: some of our stock images include stickers, labels, price tags, hyper stickers, obi's, promotional messages, signatures and or writing which may not be available in the actual item. When possible we will add details of the items we are selling to help buyers know what is included in the item for sale. The details are provided automatically from our central master database and can sometimes be wrong. Books are released in many editions and variations, such as standard edition, re-issue, not for sale, promotional, special edition, limited edition, and many other editions and versions. The Book you receive could be any of these editions or variations. If you are looking for a specific edition or version please contact us to verify what we are selling. Gift IdeasThis is a great Christmas gift idea. Hours of ServiceWe have many warehouses, some of the warehouses process orders seven days a week, but the Administration Support Staff are located at a head office location, outside of the warehouses, and typically work only Monday to Friday. Location ID 9000z iHaveit SKU ID 167444155
Price: 90.15 USD
Location: US
End Time: 2025-01-22T11:58:22.000Z
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Fiction/Non-Fiction: Non-Fiction
Genre/Subject: Computers
Brand: O'Reilly Media, Inc, USA
Weight: 0.62
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Title: Designing Machine Learning Systems An Iterative Process for Pro
Release Title: Designing Machine Learning Systems An Iterative Process for Pro
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Film/TV Title: Designing Machine Learning Systems An Iterative Process for Pr
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Movie/TV Title: Designing Machine Learning Systems An Iterative Process for Pr
UPC: 9781098107963
EAN: 9781098107963
ISBN: 9781098107963
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Number of Pages: 386 Pages
Publication Name: Designing Machine Learning Systems : an Iterative Process for Production-Ready Applications
Language: English
Publisher: O'reilly Media, Incorporated
Publication Year: 2022
Item Height: 0.8 in
Subject: Machine Theory, Enterprise Applications / Business Intelligence Tools, Intelligence (Ai) & Semantics
Type: Textbook
Item Weight: 23.6 Oz
Item Length: 9.2 in
Author: Chip Huyen
Subject Area: Computers
Item Width: 7.1 in
Format: Trade Paperback
