The Hitchhiker's Guide to Responsible Machine Learning : Interpretable and eXplainable Artificial Intelligence with examples in R

Language: English

Published by Scientific Foundation Smarterpoland.Pl, 2022

8365291126 / 9788365291127

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  • New
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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Softcover

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nach der Bestellung gedruckt Neuware - Printed after ordering - This book is a unique entanglement of theory, examples and processes relevant to Responsible Machine Learning. You will find intuitions and examples for Interpretable Machine Learning (IML) and eXplainable Artificial Intelligence (XAI). Descriptions are supplemented by code snippets with examples for R with the use of randomForest, mlr3 and DALEX packages. Finally, the process is shown through a comic book describing the adventures of two characters, Beta and Bit. The interaction of these two shows the decisions that analysts often face, whether to try a different model, try another technique for exploration or look for other data -- questions like how to compare models or validate them.All examples are fully reproducible so that one can replay all adventures on a local desktop.Model development is a responsible and challenging task but also an exciting adventure. Sometimes textbooks focus only on the technical side, losing all the fun. Here we are going to have it all. …

Seller Inventory # 9788365291127

Title
The Hitchhiker's Guide to Responsible Machine Learning : Interpretable and eXplainable Artificial Intelligence with examples in R
Author
Przemys¿aw Biecek
Publisher
Scientific Foundation Smarterpoland.Pl
Publication year
2022
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
8365291126
ISBN 13
9788365291127
Item weight
229 grams
Dimensions
297x210x4 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

Item7 to 10 business days5 to 7 business days
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