Deep Learning with TensorFlow and Keras – 3rd edition
Build and deploy supervised, unsupervised, deep, and reinforcement learning models
Publisher:Packt Publishing Limited
By: Amita Kapoor, Antonio Gulli, Sujit Pal and François Chollet
Paid access
|May 2024
Table of Contents
- Neural Networks Foundations with TF
- Regression and Classification
- Convolutional Neural Networks
- Word Embeddings
- Recurrent Neural Network
- Transformers
- Unsupervised Learning
- Autoencoders
- Generative Models
- Self-Supervised Learning
- Reinforcement Learning
- Probabilistic TensorFlow
- An Introduction to AutoML
- The Math Behind Deep Learning
- Tensor Processing Unit
- Other Useful Deep Learning Libraries
- Graph Neural Networks
- Machine Learning Best Practices
- TensorFlow 2 Ecosystem
- Advanced Convolutional Neural Networks
PDF ISBN: 978-1-80324-571-3
Publisher: Packt Publishing Limited
Copyright owner: © 2022 Packt Publishing Limited
Publication date: 2024
Language: English
Pages: 698
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