Artificial Neural Networks with TensorFlow 2 : ANN Architecture Machine Learning Projects
1st ed.
Book Details
Format
Paperback / softback
ISBN-10
1484261496
ISBN-13
9781484261491
Edition
1st ed.
Publisher
APress
Imprint
APress
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Nov 21st, 2020
Print length
726 Pages
Product Classification:
Neural networks & fuzzy systemsNeural networks and fuzzy systems
KSh 9,900.00
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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.
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.
This practical approach can either be used from the beginning through to the end or, if you''re already familiar with basic ML models, you can dive right into the application that interests you. Line-by-line explanations on major code segments help to fill in the details as you work and the entire project source is available to you online for learning and further experimentation. With Artificial Neural Networks with TensorFlow 2 you''ll see just how wide the range of TensorFlow''s capabilities are.
What You''ll Learn
- Develop Machine Learning Applications
- Translate languages using neural networks
- Compose images with style transfer
Who This Book Is For
Beginners, practitioners, and hard-cored developers who want to master machine and deep learning with TensorFlow 2. The reader should have working concepts of ML basics and terminologies.
Get Artificial Neural Networks with TensorFlow 2 by Poornachandra Sarang at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by APress and it has 726 pages.
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