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Beginning Anomaly Detection Using Python-Based Deep Learning: Implement Anomaly Detection Applications with Keras and PyTorch
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Beginning Anomaly Detection Using Python-Based Deep Learning: Implement Anomaly Detection Applications with Keras and PyTorch

by Suman Kalyan Adari, Sridhar Alla
January 2024
Beginner to intermediate
538 pages
12h 18m
English
Apress
Content preview from Beginning Anomaly Detection Using Python-Based Deep Learning: Implement Anomaly Detection Applications with Keras and PyTorch
© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024
S. K. Adari, S. AllaBeginning Anomaly Detection Using Python-Based Deep Learninghttps://doi.org/10.1007/979-8-8688-0008-5_5

5. Introduction to Deep Learning

Suman Kalyan Adari1   and Sridhar Alla2
(1)
Tampa, FL, USA
(2)
Delran, NJ, USA
 

This chapter introduces you to deep learning and all the fundamental, high-level concepts you need to know to implement powerful neural network models. These concepts will apply to the rest of the book and beyond. In the process, you will also implement a simple neural network model in both TensorFlow/Keras and PyTorch to perform supervised anomaly detection and serve as a gateway into learning how to model in these frameworks. ...

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Publisher Resources

ISBN: 9798868800085Purchase LinkPublisher Website