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Managing Machine Learning Projects

By: Simon Thompson (Author)

1 in stock

Ksh 10,900.00

Format: Hardback or Cased Book

ISBN-10: 163343902X

ISBN-13: 9781633439023

Publisher: Manning Publications

Imprint: Manning Publications

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Aug 22nd, 2023

Publication Status: Active

Product extent: 275 Pages

Weight: 520.00 grams

Dimensions (height x width x thickness): 18.80 x 23.70 x 1.80 cms

Product Classification / Subject(s): Machine learning

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  • Description

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For anyone interested in better management of machine learning projects from idea to production. Managing Machine Learning Projects is a comprehensive guide that does not require any technical skills. This edition will help you discover battle-tested data infrastructure techniques and will guide you through bringing a project to a successful conclusion.

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!

Get Managing Machine Learning Projects by at the best price and quality guranteed only at Werezi Africa largest book ecommerce store. The book was published by Manning Publications and it has pages. Enjoy Shopping Best Offers & Deals on books Online from Werezi - Receive at your doorstep - Fast Delivery - Secure mode of Payment

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