Sandro Skansi - Introduction to Deep Learning [2018, PDF, ENG]

Reply to topic
DL-List and Torrent activity
Size:  4 MB   |    Registered:  3 years 1 month   |    Completed:  2 times
Seeders:  270  [  0 KB/s  ]   Leechers:  34  [  0 KB/s  ]   Show peers in full details
 
   
 
 
Author Message

Программист ®

Gender:

Longevity: 7 years 7 months

Posts: 9612

Post 02-Aug-2018 14:55

[Quote]

Introduction to Deep Learning
Год издания: 2018
Автор: Sandro Skansi
Издательство: Springer International Publishing
ISBN: 9783319730035
Язык: Английский
Формат: PDF
Качество: Издательский макет или текст (eBook)
Интерактивное оглавление: Да
Количество страниц: 191
Описание:
This textbook presents a concise, accessible and engaging first introduction to deep learning, offering a wide range of connectionist models which represent the current state-of-the-art. The text explores the most popular algorithms and architectures in a simple and intuitive style, explaining the mathematical derivations in a step-by-step manner. The content coverage includes convolutional networks, LSTMs, Word2vec, RBMs, DBNs, neural Turing machines, memory networks and autoencoders. Numerous examples in working Python code are provided throughout the book, and the code is also supplied separately at an accompanying website.
Topics and features: introduces the fundamentals of machine learning, and the mathematical and computational prerequisites for deep learning; discusses feed-forward neural networks, and explores the modifications to these which can be applied to any neural network; examines convolutional neural networks, and the recurrent connections to a feed-forward neural network; describes the notion of distributed representations, the concept of the autoencoder, and the ideas behind language processing with deep learning; presents a brief history of artificial intelligence and neural networks, and reviews interesting open research problems in deep learning and connectionism.
This clearly written and lively primer on deep learning is essential reading for graduate and advanced undergraduate students of computer science, cognitive science and mathematics, as well as fields such as linguistics, logic, philosophy, and psychology.

Примеры страниц

[only-soft.org].t85954.torrent
Torrent: Registered   [ 2018-08-02 14:55 ]

3 KB

Status: checked
Completed: 2 times
Size: 4 MB
Rate: 
(Vote: 0)
Have thanked: 1  Thanks   (List)
Sandro Skansi - Introduction to Deep Learning [2018, PDF, ENG] скачать торрент бесплатно и без регистрации
[Profile] [PM]
Display posts from previous:    
Reply to topic

The time now is: Today 08:02

All times are GMT + 4 Hours



You cannot post new topics in this forum
You cannot reply to topics in this forum
You cannot edit your posts in this forum
You cannot delete your posts in this forum
You cannot vote in polls in this forum
You cannot attach files in this forum
You can download files in this forum