
Deep Learning Tutorial
by LISA lab
Publisher: University of Montreal 2015
Number of pages: 173
Description:
The tutorials presented here will introduce you to some of the most important deep learning algorithms and will also show you how to run them using Theano. Theano is a python library that makes writing deep learning models easy, and gives the option of training them on a GPU.
Download or read it online for free here:
Read online
(online html)
Similar books
Deep Learningby Yoshua Bengio, Ian Goodfellow, Aaron Courville - MIT Press
This book can be useful for the university students learning about machine learning and the practitioners of machine learning, artificial intelligence, data-mining and data science aiming to better understand and take advantage of deep learning.
(20299 views)
Neural Networks and Deep Learningby Michael Nielsen
Neural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing. This book will teach you the core concepts behind neural networks and deep learning.
(13212 views)
Deep Learning: Technical Introductionby Thomas Epelbaum - arXiv.org
This note presents in a technical though hopefully pedagogical way the three most common forms of neural network architectures: Feedforward, Convolutional and Recurrent. For each network, their fundamental building blocks are detailed.
(7740 views)
Deep Learning in Neural Networks: An Overviewby Juergen Schmidhuber - arXiv
In recent years, deep artificial neural networks (including recurrent ones) have won numerous contests in pattern recognition and machine learning. This historical survey compactly summarises relevant work, much of it from the previous millennium.
(12401 views)