Effective Machine Learning Teams, 9781098144630
Paperback
Build ML solutions faster: Lean principles for successful machine learning teams.

Effective Machine Learning Teams

best practices for ml practitioners

$151.85

  • Paperback

    300 pages

  • Release Date

    31 March 2024

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Summary

Supercharge Your Machine Learning Team: Build, Deploy, and Scale with Confidence

Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists, ML engineers, and their leaders will learn how to bridge the gap between data science and Lean product delivery in a practical and simple way. David Tan, Ada Leung, and Dave Colls show you how to apply time-tested software engineering skills and Lean prod…

Book Details

ISBN-13:9781098144630
ISBN-10:1098144635
Author:David Tan, Ada Leung, David Colls
Publisher:O'Reilly Media
Imprint:O'Reilly Media
Format:Paperback
Number of Pages:300
Release Date:31 March 2024
Weight:696g
Dimensions:233mm x 178mm
About The Author

David Tan

David Tan is a Senior ML Engineer at Thoughtworks. He has worked on multiple data and machine learning projects and applied time-tested software engineering practices to help teams iterate more quickly and reliably in the machine learning development lifecycle.

Ada Leung is a Senior Business Analyst at Thoughtworks. She has technology delivery experience across several industries and her experience includes breaking down complex problems in varying domains, including customer facing applications, scaling of ML solutions, and more recently, data strategy and delivery of data platforms. She has been part of exemplar cross-functional delivery teams, both in-person and remotely, and is an advocate of cultivation as a way to build high performing teams.

David “Dave” Colls is a technology leader with broad experience helping software and data teams deliver great results. David’s technical background is in engineering design, simulation, optimization, and large-scale data-processing software. At Thoughtworks, he has led numerous agile and lean transformation projects, and most recently he established the Data and AI practice in Australia. In his practice leadership role, he develops new ML services, consults on ML strategy, and provides leadership to the delivery of ML initiatives.

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