Esposito, Dino

Programming ML.NET (Developer Reference)

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ISBN 13:
9780137383658
author:
Esposito, Dino
format:
Paperback / softback
publisher:
Addison Wesley
language:
English
Publication Year:
2022
Pages:
256
Dimensions:
23 x 18.6 x 1.6 centimetres (0.4
Condition:
New
Availability:
Item usually sent within 10 working days
£42.84

Description

Learn to build production-ready machine learning solutions with ML.NET, a powerful framework for .NET developers. This comprehensive guide takes a scenario-based approach, mirroring Microsoft's own development process, and provides expert insights into overcoming common challenges.

With a focus on real-world applications, the authors introduce mini-frameworks ("ML Tasks") for regression, classification, ranking, anomaly detection, and more. They also delve into ML.NET neural networking, presenting a complete example application that demonstrates advanced Microsoft Azure cognitive services and a custom Keras network.

This book helps you build smarter machine learning solutions that meet your users' needs, from basic prediction to complex tasks like categorization, anomaly detection, and image classification. You'll learn how to implement data processing and training, productionize machine learning-based software, and make the most of ML.NET's capabilities.

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