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Machine Learning Engineering in Action Ben Wilson

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Machine Learning Engineering in Action By Ben Wilson

Machine Learning Engineering in Action by Ben Wilson


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Machine Learning Engineering in Action Summary

Machine Learning Engineering in Action by Ben Wilson

Machine Learning Engineering in Action lays out an approach to building deployable, maintainable production machine learning systems. You will adopt software development standards that deliverbetter code management, and make it easier to test, scale, and even reuse your machine learning code!

You will learn how to plan and scope your project, manage cross-team logistics that avoid fatal communication failures, and design your code's architecture for improved resilience. You will even discover when not to use machine learningand the alternative approaches that might be cheaper and more effective. When you're done working through this toolbox guide, you will be able to reliably deliver cost-effective solutions for organizations big and small alike.

Following established processes and methodology maximizes the likelihood that your machine learning projects will survive and succeed for the long haul. By adopting standard, reproducible practices, your projects will be maintainable over time and easy for new team members to understand and adapt.


Machine Learning Engineering in Action Reviews

Anice view on practical data science and machine learning. Great reading fornewbies, some interesting views for seasoned practitioners. Johannes Verwijnen

Amust read for those looking to balance the planning and experimentationlifecycle. Jesus Antonino Juarez Guerrero

Apractical book to help engineers understand the workflow of machine learningprojects. Xiangbo Mao

Donot implement your ML model into production without reading this book! Lokesh Kumar

About Ben Wilson

Ben Wilson has worked as a professional data scientist for more than ten years. He currently works as a resident solutions architect at Databricks,where he focuses on machine learning production architecture with companies ranging from 5-person startups to global Fortune 100. Ben is the creator and lead developer of the Databricks Labs AutoML project, a Scala-and Python-based toolkit that simplifies machine learning feature engineering, model tuning, and pipeline-enabled modelling.

Additional information

CIN1617298719VG
9781617298714
1617298719
Machine Learning Engineering in Action by Ben Wilson
Used - Very Good
Paperback
Manning Publications
2022-04-14
300
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

Customer Reviews - Machine Learning Engineering in Action