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Artificial Neural Networks with Tensorflow 2: Ann Architecture Machine Learning Projects

Artificial Neural Networks with Tensorflow 2: Ann Architecture Machine Learning Projects

Paperback

General ComputersProbability & Statistics

Publisher Price: $69.99

ISBN10: 1484261496
ISBN13: 9781484261491
Publisher: Apress
Published: Nov 21 2020
Pages: 726
Weight: 2.30
Height: 1.51 Width: 6.14 Depth: 9.21
Language: English
Develop machine learning models across various domains. This book offers a single source that provides comprehensive coverage of the capabilities of TensorFlow 2 through the use of realistic, scenario-based projects.
After learning what's new in TensorFlow 2, you'll dive right into developing machine learning models through applicable projects. This book covers a wide variety of ANN architectures--starting from working with a simple sequential network to advanced CNN, RNN, LSTM, DCGAN, and so on. A full chapter is devoted to each kind of network and each chapter consists of a full project describing the network architecture used, the theory behind that architecture, what data set is used, the pre-processing of data, model training, testing and performance optimizations, and analysis.

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General Computers