Managing Machine Learning Projects

By: Simon Thompson

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Hardcover | 22 August 2023

At a Glance

Hardcover
275 Pages

Dimensions(cm)
18.8 x 23.7 x 1.8

Hardcover

$131.75

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The go-to guide in machine learning projects from design to production. No ML skills required!

In Managing Machine Learning Projects, you will learn essential machine learning project management techniques, including:

Understanding an ML project''s requirements
Setting up the infrastructure for the project and resourcing a team
Working with clients and other stakeholders
Dealing with data resources and bringing them into the project for use
Handling the lifecycle of models in the project
Managing the application of ML algorithms
Evaluating the performance of algorithms and models
Making decisions about which models to adopt for delivery
Taking models through development and testing
Integrating models with production systems to create effective applications
Steps and behaviours for managing the ethical implications of ML technology

About the technology

Companies of all shapes, sizes, and industries are investing in machine learning (ML). Unfortunately, around 85% of all ML projects fail. Managing machine learning projects requires adopting a different approach than you would take with standard software projects.

You need to account for large and diverse data resources, evaluate and track multiple separate models, and handle the unforeseeable risk of poor performance. Never fear — this book lays out the unique practices you will need to ensure your projects succeed!

Industry Reviews

"There's a lot of knowledge in this book that most machine learning practitioners usually only discover after several failures & attempts in trying to deliver their ML projects."
Richard Dze

"Gives great insights to the problems and solutions of not only ML Projects but also data analysis and data science projects."
Marvin Schwarze

"The manual on managing ML projects for less experienced managers."
Maxim Volgin

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