
Effective Machine Learning Teams
best practices for ml practitioners
$151.85
- Paperback
300 pages
- Release Date
31 March 2024
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 |
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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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