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Effective Machine Learning Teams 1 Converted David Tan Ada Leung

  • SKU: BELL-56019662
Effective Machine Learning Teams 1 Converted David Tan Ada Leung
$ 31.00 $ 45.00 (-31%)

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Effective Machine Learning Teams 1 Converted David Tan Ada Leung instant download after payment.

Publisher: O'Reilly Media
File Extension: PDF
File size: 10.36 MB
Pages: 688
Author: David Tan, Ada Leung, David Colls
ISBN: 9781098144630, 9781098144593, 1098144597, 1098144635
Language: English
Year: 2024
Edition: 1 / converted

Product desciption

Effective Machine Learning Teams 1 Converted David Tan Ada Leung by David Tan, Ada Leung, David Colls 9781098144630, 9781098144593, 1098144597, 1098144635 instant download after payment.

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 product delivery practices to reduce toil and waste, shorten feedback loops, and improve your team's flow when building ML systems and products.

Based on the authors' experience across multiple real-world data and ML projects, the proven techniques in this book will help your team avoid common traps in the ML world, so you can iterate and scale more quickly and reliably. You'll learn how to overcome friction and experience flow when delivering ML solutions.

You'll also learn how to:

  • Write automated tests for ML systems, containerize development environments, and...
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