What's new
Warez.Ge

This is a sample guest message. Register a free account today to become a member! Once signed in, you'll be able to participate on this site by adding your own topics and posts, as well as connect with other members through your own private inbox!

Designing Machine Learning Systems An Iterative Process for Production-Ready Applications (True PDF)

voska89

Moderator
Staff member
Top Poster Of Month
05bfec6dcc37e60978c0f2464923b0ed.jpeg

English | 2022 | ISBN: 1098107969 | 389 pages | True PDF | 15.49 MB
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


Code:
NovaFile
https://nfile.cc/pjRok9bQ/petwb.D.M.L.S.A.I.P.f.P.A.T.P.rar
NitroFlare
https://nitro.download/view/E08D76FE9287AFF/petwb.D.M.L.S.A.I.P.f.P.A.T.P.rar
Rapidgator
https://rapidgator.net/file/94e747a7ba429678f00c4c7c89a7047f/petwb.D.M.L.S.A.I.P.f.P.A.T.P.rar.html
Uploadgig
https://uploadgig.com/file/download/90da5dd36AE5f4Db/petwb.D.M.L.S.A.I.P.f.P.A.T.P.rar
Links are Interchangeable - No Password - Single Extraction
 

Users who are viewing this thread

Back
Top