Deep Learning

The Business of Deep Learning  eBooks & eLearning

Posted by FenixN at Feb. 18, 2017
The Business of Deep Learning

The Business of Deep Learning
HDRips | MP4/AVC, ~592 kb/s | 1280x720 | Duration: 03:30:32 | English: AAC, 128 kb/s (2 ch) | 930 MB
Genre: Business

Business executives and entrepreneurs keen on cutting through the hype surrounding deep learning will benefit from this course detailing how top players across a variety of industries deploy deep learning for real world purposes and real world revenues.
Practical Machine Learning with H2O: Powerful, Scalable Techniques for Deep Learning and AI

Practical Machine Learning with H2O: Powerful, Scalable Techniques for Deep Learning and AI by Darren Cook
English | 2016 | ISBN: 149196460X | 300 pages | True PDF | 8,5 MB

Autonomous Robotics and Deep Learning [Repost]  eBooks & eLearning

Posted by ChrisRedfield at Jan. 28, 2017
Autonomous Robotics and Deep Learning [Repost]

Vishnu Nath, Stephen E. Levinson - Autonomous Robotics and Deep Learning
Published: 2014-04-25 | ISBN: 3319056026 | PDF | 66 pages | 4.36 MB

Deep Learning with Python  eBooks & eLearning

Posted by naag at Jan. 25, 2017
Deep Learning with Python

Deep Learning with Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours 45M | 374 MB
Genre: eLearning | Language: English

Deep learning is currently one of the best providers of solutions regarding problems in image recognition, speech recognition, object recognition, and natural language with its increasing number of libraries that are available in Python.

Deep Learning with TensorFlow  eBooks & eLearning

Posted by FenixN at Jan. 8, 2017
Deep Learning with TensorFlow

Deep Learning with TensorFlow
HDRips | MP4/AVC, ~536 kb/s | 1280x720 | Duration: 02:00:28 | English: AAC, 128 kb/s (2 ch) | 543 MB
Genre: Development / Programming

Channel the power of deep learning with Google's TensorFlow!
Practical Machine Learning with H2O: Powerful, Scalable Techniques for Deep Learning and AI

Practical Machine Learning with H20: Powerful, Scalable Techniques for Deep Learning and AI by Darren Cook
English | 31 Dec. 2016 | ISBN: 149196460X | 300 Pages | AZW3/MOBI/EPUB/PDF (conv) | 17.61 MB

In Practical Machine Learning with H2O, author Darren Cook introduces readers to H2O, an open-source machine learning package that is gaining popularity in the data science community.

Deep Learning  eBooks & eLearning

Posted by arundhati at Nov. 11, 2016
Deep Learning

Ian Goodfellow, Yoshua Bengio, "Deep Learning (draft)"
2016 | ISBN-10: 0262035618 | 800 pages | PDF | 23 MB

Learning Path : Diving into Deep Learning  eBooks & eLearning

Posted by FenixN at Oct. 22, 2016
Learning Path : Diving into Deep Learning

Learning Path : Diving into Deep Learning
HDRips | MP4/AVC, ~129 kb/s | 1280x720 | Duration: 09:01:48 | English: AAC, 128 kb/s (2 ch) | 1,62 GB
Genre: Development / Programming

A comprehensive introduction to Deep Learning with Python.

Unsupervised Deep Learning in Python  eBooks & eLearning

Posted by AlenMiler at Oct. 17, 2016
Unsupervised Deep Learning in Python

Unsupervised Deep Learning in Python: Master Data Science and Machine Learning with Modern Neural Networks written in Python and Theano (Machine Learning in Python) by LazyProgrammer
English | 30 Jun 2016 | ASIN: B01HUA6BOG | 62 Pages | AZW3/MOBI/EPUB/PDF (conv) | 1.26 MB

When we talk about modern deep learning, we are often not talking about vanilla neural networks - but newer developments, like using Autoencoders and Restricted Boltzmann Machines to do unsupervised pre-training.

Deep Learning: Recurrent Neural Networks in Python  eBooks & eLearning

Posted by AlenMiler at Sept. 10, 2016
Deep Learning: Recurrent Neural Networks in Python

Deep Learning: Recurrent Neural Networks in Python: LSTM, GRU, and more RNN machine learning architectures in Python and Theano (Machine Learning in Python) by LazyProgrammer
English | 8 Aug 2016 | ASIN: B01K31SQQA | 86 Pages | AZW3/MOBI/EPUB/PDF (conv) | 1.44 MB

Like Markov models, Recurrent Neural Networks are all about learning sequences - but whereas Markov Models are limited by the Markov assumption, Recurrent Neural Networks are not - and as a result, they are more expressive, and more powerful than anything we’ve seen on tasks that we haven’t made progress on in decades.