Keyes R. - Zefs Guide to Deep Learning [2022, PDF/EPUB, ENG] torrent

Книги и журналы » Компьютерная литература » Программирование (книги)

Zefs Guide to Deep Learning

Год издания: 2022
Автор: Keyes R.

Издательство: Leanpub
ISBN: отсутствует
Язык: Английский

Формат: PDF/ePub
Качество: Издательский макет или текст (eBook)
Интерактивное оглавление: Да
Количество страниц: 163

Описание: Zefs Guide to Deep Learning is a short guide to the most important concepts in Deep Learning, the technique at the center of the current Artificial Intelligence (AI) revolution. It will give you a strong understanding of the core ideas and most important methods and applications. This book presents the foundational concepts behind Machine Learning, neural networks, and the recent major advancements in architectures and training techniques in an easy to understand way. It also covers the most important applications of deep neural networks, including Computer Vision, natural language processing (NLP}, and beyond. Your time is valuable, Zefs Guide to Deep Learning will get you up to speed in around only 150 pages!
[spoiler="Примеры страниц"]

[/spoiler]
[spoiler="Оглавление"]
Acknowledgments i
1. Introduction 1
2. Machine Learning 5
3. Neural Networks 41
4. The rise of deep learning 61
5. Computer vision and convolutional neural networks 67
6. Natural language processing and sequential data techniques 104
7. Advanced techniques and practical considerations 139
[/spoiler]