Kapoor, Amita
Deep Learning with TensorFlow and Keras - Third Edition: Build and deploy supervised, unsupervised, deep, and reinforcement learning models
- ISBN 13:
- 9781803232911
- author:
- Kapoor, Amita
- format:
- Paperback
- publisher:
- Packt Publishing
- language:
- English
- Publication Year:
- 2022
- Pages:
- 698
- Dimensions:
- 23.5 x 19.1 x 3.6 centimetres (1
- Genre:
- Computers, Computer Science, Neural Networks,
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Deep Learning with TensorFlow and Keras provides a comprehensive overview of neural networks and deep learning techniques using TensorFlow 2.x and Keras. This book covers supervised and unsupervised machine learning models, including graph neural networks, transformers, and reinforcement learning models. You'll learn how to write deep learning applications in the most powerful machine learning stack available, with a focus on simplicity and ease of use. Practical examples are used to illustrate key concepts, covering topics such as regression, convolutional neural networks (CNNs), GANs, recurrent neural networks (RNNs), natural language processing (NLP), and Graph Neural Networks (GNNs). The book also explores how to create neural networks with TensorFlow, including working example apps, and covers the use of popular libraries like Hugging Face and TensorFlow Hub.
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