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TensorFlow is the industry-standard library for Deep Learning, and thereby, it is covered extensively with both versions, 1.x and 2.x. As neural networks are the heart of Deep Learning, the book explains them in great detail and systematic fashion, beginning with a single neuron and progressing through deep multilayer neural networks. The emphasis of this book is on the practical application of key concepts rather than going in-depth with them.
After establishing a firm basis in TensorFlow and Neural Networks, the book explains the concepts of image recognition using Convolutional Neural Networks (CNN), followed by speech recognition, and natural language processing (NLP). Additionally, this book discusses Transformers, the most recent advancement in NLP.
TABLE OF CONTENTS
1. Introduction to Artificial Intelligence
2. Machine Learning
3. TensorFlow Programming
4. Neural Networks
5. TensorFlow 2
6. Image Recognition
7. Speech Recognition
TensorFlow is the industry-standard library for Deep Learning, and thereby, it is covered extensively with both versions, 1.x and 2.x. As neural networks are the heart of Deep Learning, the book explains them in great detail and systematic fashion, beginning with a single neuron and progressing through deep multilayer neural networks. The emphasis of this book is on the practical application of key concepts rather than going in-depth with them.
After establishing a firm basis in TensorFlow and Neural Networks, the book explains the concepts of image recognition using Convolutional Neural Networks (CNN), followed by speech recognition, and natural language processing (NLP). Additionally, this book discusses Transformers, the most recent advancement in NLP.
TABLE OF CONTENTS
1. Introduction to Artificial Intelligence
2. Machine Learning
3. TensorFlow Programming
4. Neural Networks
5. TensorFlow 2
6. Image Recognition
7. Speech Recognition
| Erscheinungsjahr: | 2022 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 286 |
| ISBN-13: | 9789355510471 |
| ISBN-10: | 9355510470 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: | Silaparasetty, Mohan Kumar |
| Hersteller: | BPB Publications |
| Maße: | 235 x 191 x 16 mm |
| Von/Mit: | Mohan Kumar Silaparasetty |
| Erscheinungsdatum: | 09.02.2022 |
| Gewicht: | 0,539 kg |
| Erscheinungsjahr: | 2022 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 286 |
| ISBN-13: | 9789355510471 |
| ISBN-10: | 9355510470 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: | Silaparasetty, Mohan Kumar |
| Hersteller: | BPB Publications |
| Maße: | 235 x 191 x 16 mm |
| Von/Mit: | Mohan Kumar Silaparasetty |
| Erscheinungsdatum: | 09.02.2022 |
| Gewicht: | 0,539 kg |
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