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  1. Bog
  2. Kunstig intelligens
  3. Machine learning
Managing Machine Learning Projects
Af: Simon Thompson
Engelsk
Bogcover for Managing Machine Learning Projects af Simon Thompson, 9781633439023
Specifikationer
Sprog:
Engelsk
Sider:
275
ISBN-13:
9781633439023
Indbinding:
Hardback
ISBN-10:
163343902X
Kategori:
Udg. Dato:
22 aug 2023
Størrelse i cm:
18,8 x 23,7 x 1,8
Forlag:
Oplagsdato:
22 aug 2023
Forfatter(e):
Genre:

Managing Machine Learning Projects

Af: Simon Thompson
Engelsk
Hardback 2023
Format:
Hardback
Bog beskrivelse

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!

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Specifikationer
Sprog:
Engelsk
Sider:
275
ISBN-13:
9781633439023
Indbinding:
Hardback
ISBN-10:
163343902X
Kategori:
Udg. Dato:
22 aug 2023
Størrelse i cm:
18,8 x 23,7 x 1,8
Forlag:
Oplagsdato:
22 aug 2023
Forfatter(e):
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