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While we are practicing TensorFlow 2.6 in this book, the version of Tensorflow will change with time; however you can still use this book to witness how Tensorflow outperforms. This book includes the use of a local Jupyter notebook and the use of Google Colab in various use cases including GAN and Image classification tasks. While you explore the performance of TensorFlow, the book also covers various concepts and in-detail explanations around reinforcement learning, model optimization and time series models.
TABLE OF CONTENTS
1. Getting started with TensorFlow 2.x
2. Machine Learning with TensorFlow 2.x
3. Keras based APIs
4. Convolutional Neural Networks in Tensorflow
5. Text Processing with TensorFlow 2.x
6. Time Series Forecasting with TensorFlow 2.x
7. Distributed Training and DataInput pipelines
8. Reinforcement Learning
9. Model Optimization
10. Generative Adversarial Networks
While we are practicing TensorFlow 2.6 in this book, the version of Tensorflow will change with time; however you can still use this book to witness how Tensorflow outperforms. This book includes the use of a local Jupyter notebook and the use of Google Colab in various use cases including GAN and Image classification tasks. While you explore the performance of TensorFlow, the book also covers various concepts and in-detail explanations around reinforcement learning, model optimization and time series models.
TABLE OF CONTENTS
1. Getting started with TensorFlow 2.x
2. Machine Learning with TensorFlow 2.x
3. Keras based APIs
4. Convolutional Neural Networks in Tensorflow
5. Text Processing with TensorFlow 2.x
6. Time Series Forecasting with TensorFlow 2.x
7. Distributed Training and DataInput pipelines
8. Reinforcement Learning
9. Model Optimization
10. Generative Adversarial Networks
| Erscheinungsjahr: | 2022 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 418 |
| ISBN-13: | 9789391392222 |
| ISBN-10: | 9391392229 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: | Dua, Rajdeep |
| Hersteller: | BPB Publications |
| Maße: | 235 x 191 x 22 mm |
| Von/Mit: | Rajdeep Dua |
| Erscheinungsdatum: | 22.03.2022 |
| Gewicht: | 0,777 kg |
| Erscheinungsjahr: | 2022 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 418 |
| ISBN-13: | 9789391392222 |
| ISBN-10: | 9391392229 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: | Dua, Rajdeep |
| Hersteller: | BPB Publications |
| Maße: | 235 x 191 x 22 mm |
| Von/Mit: | Rajdeep Dua |
| Erscheinungsdatum: | 22.03.2022 |
| Gewicht: | 0,777 kg |
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