Deep Learning 2015

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!

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.

Coursera - Machine Learning (2015)  eBooks & eLearning

Posted by house23 at Feb. 17, 2016
Coursera - Machine Learning (2015)

Coursera - Machine Learning (2015)
MP4 | AVC 32kbps | English | 960x540 | 15fps | 19h 53mins | AAC stereo 128kbps | 1.52 GB
Genre: Video Training

Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. More importantly, you'll learn about not only the theoretical underpinnings of learning, but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems. Finally, you'll learn about some of Silicon Valley's best practices in innovation as it pertains to machine learning and AI.

Pluralsight - Docker Deep Dive (2015)  eBooks & eLearning

Posted by house23 at April 11, 2015
Pluralsight - Docker Deep Dive (2015)

Pluralsight - Docker Deep Dive (2015)
MP4 | AVC 346kbps | English | 1024x768 | 15fps | 5h 36mins | AAC stereo 192kbps | 1.02 GB
Genre: Video Training

Need to learn Docker? This is the course for you! This course provides a soup-to-nuts learning experience for core Docker technologies, including the Docker Engine, Images, Containers, Registries, Networking, Storage, and more. All of the behind the scenes theory is explained, and all concepts are clearly demonstrated on the command line. No prior knowledge of Docker or Linux is required.

Deep Learning with TensorFlow  eBooks & eLearning

Posted by naag at Jan. 15, 2017
Deep Learning with TensorFlow

Deep Learning with TensorFlow
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 430 MB
Genre: eLearning | Language: English
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.

SBS - Deep Web (2015)  Video

Posted by notbanned at Dec. 4, 2016
SBS - Deep Web (2015)

SBS - Deep Web (2015)
PDTV | 720x576 | .MP4/AVC @ 1239 Kbps | 1h 26mn | 901 MiB
Audio: English MP2 192 kbps, 2 channels | Subs: None
Genre: Documentary

Deep Web gives the inside story of one of the the most important and riveting digital crime sagas of the century – the arrest of Ross William Ulbricht, the convicted 30-year-old entrepreneur accused to be 'Dread Pirate Roberts,' creator and operator of online black market Silk Road. Being the only film with exclusive access to the Ulbricht family, Deep Web features the core architects of the Deep Web; anarchistic cryptographers who developed the Deep Web’s tools for the military in the early 1990s.

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

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.