Effective Machine Learning Teams: Best Practices for ML Practitioners

Author:   David Tan ,  Ada Leung ,  David Colls
Publisher:   O'Reilly Media
ISBN:  

9781098144630


Pages:   300
Publication Date:   31 March 2024
Format:   Paperback
Availability:   In Print   Availability explained
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Effective Machine Learning Teams: Best Practices for ML Practitioners


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Author:   David Tan ,  Ada Leung ,  David Colls
Publisher:   O'Reilly Media
Imprint:   O'Reilly Media
ISBN:  

9781098144630


ISBN 10:   1098144635
Pages:   300
Publication Date:   31 March 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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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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