Automated Machine Learning in Action

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Sprache: Englisch

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Beschreibung

Automated Machine Learning in Action teaches you to automate your machine learning pipelines with AutoKeras and Keras Tuner.Written by the creators of the AutoKeras system, it's full of AutoML techniques and advanced toolkits for optimizing how your machine learning models function. AutoML concepts and techniques are introduced through real-world examples and practical code snippets--no complex math or formulas. You'll quickly run through machine learning basics that open upon AutoML to non-data scientists, before putting AutoML into practice for image classification, supervised learning, and more. You'll learn to automate selecting the best machine learning models or data preparation methods for your own machine learning tasks, so your pipelines tune themselves without needing constant input.

Über den Autor

Qingquan Song, Haifeng Jin, and Dr. Xia Ben Hu are the creators of the AutoKeras automated deep learning library. Qingquan and Haifeng are PhD students at Texas A&M University, and have both published papers at major data mining conferences and journals. Dr. Hu is an associate professor at Texas A&M University in the Department of Computer Science and Engineering, whose work has been utilized by TensorFlow, Apple, and Bing.

Details

Erscheinungsjahr:	2022
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	Kartoniert / Broschiert
ISBN-13:	9781617298059
ISBN-10:	1617298050
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Jin, Haifeng Song, Qingquan Hu, Xia
Hersteller:	Manning Publications
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	234 x 188 x 21 mm
Von/Mit:	Haifeng Jin (u. a.)
Erscheinungsdatum:	01.06.2022
Gewicht:	0,516 kg