Oswald Campesato: TensorFlow 2 Pocket Primer

Cover: 9781683924609 | TensorFlow 2 Pocket Primer | Oswald Campesato | Taschenbuch | Englisch

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Beschreibung

As part of the best-selling Pocket Primer series, this book is designed to introduce beginners to basic machine learning algorithms using TensorFlow 2. It is intended to be a fast-paced introduction to various ¿core¿ features of TensorFlow, with code samples that cover machine learning and TensorFlow basics. A comprehensive appendix contains some Keras-based code samples and the underpinnings of MLPs, CNNs, RNNs, and LSTMs. The material in the chapters illustrates how to solve a variety of tasks after which you can do further reading to deepen your knowledge. Companion files with all of the code samples are available for downloading from the publisher by emailing proof of purchase to [...] Features: Uses Python for code samplesCovers TensorFlow 2 APIs and DatasetsIncludes a comprehensive appendix that covers Keras and advanced topics such as NLPs, MLPs, RNNs, LSTMsFeatures the companion files with all of the source code examples and figures (download from the publisher)

Über den Autor

Campesato Oswald :

Oswald Campesato (San Francisco, CA) is an adjunct instructor at UC-Santa Clara and specializes in Deep Learning, Java, Android, TensorFlow, and NLP. He is the author/co-author of over twenty-five books including TensorFlow 2 Pocket Primer, Python 3 for Machine Learning, and the NLP Using R Pocket Primer (all Mercury Learning and Information).

Inhaltsverzeichnis

1: Introduction to TensorFlow 2

2: Useful TensorFlow 2 APIs

3: TensorFlow 2 Datasets

4: Linear Regression

5: Working with Classifiers

Appendix: TF2, Keras, and Advanced Topics

Index

On the Companion Files:

(available from the publisher for downloading)

Source code samples from the text
Figures

Details

Erscheinungsjahr:	2019
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	1: Introduction to TensorFlow 22: Useful TensorFlow 2 APIs3: TensorFlow 2 Datasets 4: Linear Regression5: Working with ClassifiersAppendix: TF2 Keras and Advanced Topics Index On the
ISBN-13:	9781683924609
ISBN-10:	1683924606
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Campesato, Oswald
Auflage:	1. Auflage
Hersteller:	De Gruyter
Verantwortliche Person für die EU:	De Gruyter [9], Genthiner Str. 13, D-10785 Berlin, orders@degruyter.com
Maße:	229 x 152 x 14 mm
Von/Mit:	Oswald Campesato
Erscheinungsdatum:	02.10.2019
Gewicht:	0,368 kg

Artikel-ID: 130388931