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100 Best GitHub: Deep Learning  Deep Belief Network & Dialog Systems  Deep Learning & Dialog Systems 2014  Skipgram & Deep Learning 2014
deeplearnFilter1 [57x Mar 2015]

NIPS 2013 Tutorial Deep Learning for Computer Vision (Rob Fergus)
NIPS 2013 Tutorial Deep Learning for Computer Vision (Rob Fergus) https://www.youtube.com/channel/UC05gR4zpbumy2MPpUJfBZew Kanal?m?z? Takip Edin Lütfen Slides: This tutorial will look at how deep learning methods can be applied to problems in computer… From: Computer Technology Views: 3 …

DEEP learning BKK 2015 @ NIST International School Intro Video
DEEP learning BKK 2015 @ NIST International School Intro Video Educators meet at NIST to discover innovative strategies for student learning. www.deeplearners.com/bkk2015. From: Wesley Przybylski Views: 29 0 ratings Time: 01:05 More in People & Blogs

NIPS 2014 Workshop – (Lee) Representation and Learning Methods for Complex Outputs
NIPS 2014 Workshop – (Lee) Representation and Learning Methods for Complex Outputs Learning problems that involve complex outputs are becoming increasingly prevalent in machine learning research. For example, work on image and document tagging now considers thousands of… From: …

NIPS 2014 Workshop – (Smith) Representation and Learning Methods for Complex Outputs
NIPS 2014 Workshop – (Smith) Representation and Learning Methods for Complex Outputs Learning problems that involve complex outputs are becoming increasingly prevalent in machine learning research. For example, work on image and document tagging now considers thousands of… From: …

Innovation Center Israel – Eran Paz Intro to Deep Learning
Innovation Center Israel – Eran Paz Intro to Deep Learning Description. From: SAP HANA COIL Views: 4 0 ratings Time: 10:51 More in People & Blogs

NIPS 2013 Tutorial – Deep Learning for Computer Vision (Rob Fergus)
NIPS 2013 Tutorial – Deep Learning for Computer Vision (Rob Fergus) From: Kashish Tisu Views: 301 0 ratings Time: 01:58:01 More in People & Blogs

Adam Gibson, DeepLearning4j on Spark and Data Science on JVM with nd4j, SF Spark @Galvanize 20150212
Adam Gibson, DeepLearning4j on Spark and Data Science on JVM with nd4j, SF Spark @Galvanize 20150212 DeepLearning4j is an open source deep learning platform for the JVM focusing on data at scale and ease of use and maintainability. In this talk we will be covering the core architecture of… …

Simon Osindero, A.I. Architect, Flickr – RE.WORK Deep Learning Summit 2015
Simon Osindero, A.I. Architect, Flickr – RE.WORK Deep Learning Summit 2015 This presentation took place at the Deep Learning Summit in San Francisco on 2930 January 2015. https://www.rework.co/events/deeplearningsanfrancisco2015 ‘Pixels, Parks, Birds, and Beauty’… From: RE.WORK …

Wojciech Zaremba, Scientist, Facebook AI Research – RE.WORK Deep Learning Summit 2015
Wojciech Zaremba, Scientist, Facebook AI Research – RE.WORK Deep Learning Summit 2015 This presentation took place at the Deep Learning Summit in San Francisco on 2930 January 2015. https://www.rework.co/events/deeplearningsanfrancisco2015 ‘Blind Spots in Neural Networks’… From: …

Richard Socher, Founder, MetaMind – RE.WORK Deep Learning Summit 2015
Richard Socher, Founder, MetaMind – RE.WORK Deep Learning Summit 2015 This presentation took place at the Deep Learning Summit in San Francisco on 2930 January 2015. https://www.rework.co/events/deeplearningsanfrancisco2015 ‘Recursive Deep Learning for… From: RE.WORK Views: 863 7…

Fireside Chat with Andrew Ng & Derrick Harris – RE.WORK Deep Learning Summit 2015
Fireside Chat with Andrew Ng & Derrick Harris – RE.WORK Deep Learning Summit 2015 This fireside chat took place at the Deep Learning Summit in San Francisco on 2930 January 2015. https://www.rework.co/events/deeplearningsanfrancisco2015 Dr. Andrew Ng is Chief Scientist… From: RE.WORK …

Deep Learning Lecture 6: Optimization
Deep Learning Lecture 6: Optimization Slides available at: https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/ Course taught in 2015 at the University of Oxford by Nando de Freitas with great help from Brendan Shillingford. From: Nando de Freitas Views: 772 6 ratings Time: 58:19 …

Deep Learning Lecture 3: Maximum likelihood and information
Deep Learning Lecture 3: Maximum likelihood and information Slides available at: https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/ Course taught in 2015 at the University of Oxford by Nando de Freitas with great help from Brendan Shillingford. From: Nando de Freitas Views: 1318 …

Deep Learning Lecture 2: linear models
Deep Learning Lecture 2: linear models Slides available at: https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/ Course taught in 2015 at the University of Oxford by Nando de Freitas with great help from Brendan Shillingford. From: Nando de Freitas Views: 3043 25 ratings Time: …

Deep Learning Lecture 1: Introduction
Deep Learning Lecture 1: Introduction Slides available at: https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/ Course taught in 2015 at the University of Oxford by Nando de Freitas with great help from Brendan Shillingford. From: Nando de Freitas Views: 9548 118 ratings Time: …

Distributed Deep Learning
Distributed Deep Learning Demonstration of running distributed deep learning on Apache Spark. This s the first attempt at realizing a distributed deep learning network directly over Spark. We are in process of building… From: padma priya chitturi Views: 55 3 ratings Time: 03:39 More in …

NLP and Deep Learning: introduction – Session I
NLP and Deep Learning: introduction – Session I Stockholm Natural Language Processing Meetup www.meetup.com/StockholmNaturalLanguageProcessingMeetup/events/219787462/ In this session, Roelof Pieters will present about NLP and … From: graph ael Views: 455 6 ratings Time: 02:29:06 More…

Deep Learning RNNaissance with Dr. Juergen Schmidhuber
Deep Learning RNNaissance with Dr. Juergen Schmidhuber Deep Learning RNNaissance Machine learning and pattern recognition are currently being revolutionised by “Deep Learning” (DL) Neural Networks (NNs). This is of commercial interest (for example,… From: Max Kesin Views: 4806 34…

Sentiment Analysis of Social Media Texts Part 1
Sentiment Analysis of Social Media Texts Part 1 Sentiment Analysis of Social Media Texts Saif M. Mohammad and Xiaodan Zhu October 25, 2014 – Morning Tutorial notes Abstract: Automatically detecting sentiment of product reviews, blogs, tweets,… From: emnlp acl Views: 557 5 ratings Time: …

Introduction to Deep Learning with Python
Introduction to Deep Learning with Python http://indico.io Alec Radford, Head of Research at indico Data Solutions, speaking on deep learning with Python and the Theano library. The emphasis of the talk is on high performance computing,… From: indico Data Solutions Views: 39840 1473 ratings…

Dr. Li Deng: Deep Learning: From Academic Ideas to Industrial Deployment
Dr. Li Deng: Deep Learning: From Academic Ideas to Industrial Deployment Date: March 21, 2014 Time: 2:303:45 PM Location: 2315, Doherty Hall Instructor: Ralf Brown Speaker: Li Deng Affiliation: Principal Researcher, Microsoft Research Title of Talk:… From: LTI Colloquium Views: 183 2…

Dr. Richard Socher: Recursive Deep Learning for Modeling Semantic Compositionality
Dr. Richard Socher: Recursive Deep Learning for Modeling Semantic Compositionality Recursive Deep Learning for Modeling Semantic Compositionality Richard Socher Stanford Jan 17, 2014 Great progress has been made in natural language processing thanks to many different… From: LTI Colloquium …

Richard Socher Department of Computer Science Stanford University
Richard Socher Department of Computer Science Stanford University Richard Socher, Department of Computer Science Stanford University Tutorial Title: Deep Learning for Natural Language Processing May 31, 2014 2014 ASE BIGDATA/SOCIALCOM/CYBER … From: ASE Stream Line Views: 68 1 ratings Time: …

Deep Learning through Examples Screencast with Audio 9/11/14
Deep Learning through Examples Screencast with Audio 9/11/14 Screencast for the Silicon Valley Big Data Science Meetup held by 0xdata, Inc., the makers of H2O, at Vendavo, Inc. in Mountain View on Sep 11 2014. Meetup Link: http://www.meetup.com/SiliconVall. From: 0xdata Views: 2100 0 ratings…

Big Data Deep Learning Challenges and Perspectives  IEEE  IEEE projects 2014
Big Data Deep Learning Challenges and Perspectives  IEEE  IEEE projects 2014 Deep learning is currently an extremely active research area in machine learning and pattern recognition society. It has gained huge successes in a broad area of applications such as speech… From: Renown…

Deep Learning RNNaissance
Deep Learning RNNaissance On Thursday, August 14, 2014, Professor Jürgen Schmidhuber of IDSIA in Switzerland about his team’s work on deep learning and recurrent neural networks. Read the full abstract, bio, and talk… From: ICSIatBerkeley Views: 2684 33 ratings Time: 01:05:52 More in…

NLP Fundamentals: Why is Natural Language Processing So Difficult?
NLP Fundamentals: Why is Natural Language Processing So Difficult? What is so hard about natural language processing? Hear Expect Labs’ NLP expert, Marsal Gavaldà, explain. http://www.expectlabs.com TRANSCRIPT: What would be the hardest aspect of natural… From: ExpectLabs Views: 355 3…

How to build a human brain, part 3: deep learning applied to movie sequences
How to build a human brain, part 3: deep learning applied to movie sequences Deep learning. in 2014 all major tech companies are focused on deep learning to build their human robot. Some even stated that by 2029 a human robot with college level intelligence will… From: electronicdave2 Views:…

Richard Socher, Department of Computer Science Stanford University.
Richard Socher, Department of Computer Science Stanford University. 2014 ASE BIGDATA/SOCIALCOM/CYBER SECURITY Conference, Stanford University, May 2731, 2014. Richard Socher, Department of Computer Science Stanford University. Tutorial Title: Deep … From: ASE Stream Line Views: 84 0…

Is Deep Learning the Final Frontier and the End of Signal Processing – Panel Discussion at Technion
Is Deep Learning the Final Frontier and the End of Signal Processing – Panel Discussion at Technion Is Deep Learning the Final Frontier and the End of Signal Processing? Panel discussion at the TechnionIsrael Institute of Technology, Technion Computer Engineering Center (TCE) conference,… …

0603 Introduction to Deep Learning on Hadoop
0603 Introduction to Deep Learning on Hadoop From: HadoopSummit Views: 2176 16 ratings Time: 41:15 More in Science & Technology

Natural Language Processing with Deep Learning
Natural Language Processing with Deep Learning University of Colorado Boulder – Wednesday May 28, 2014 Abstract That supervised deep neural networks are powerful devices for predictive modeling is clear from their often stateoftheart… From: Michael Malak Views: 212 3 ratings Time: 42:31…

Deep Learning with Neural Networks
Deep Learning with Neural Networks Abstract Artificial Neural Networks are machinelearning methods modeled on the human brain. In recent years, Deep Learning has revolutionized the training and interpretation of neural networks,… From: Michael Malak Views: 493 3 ratings Time: 01:04:34 …

Deep Learning for NLP without Magic (Part 2)
Deep Learning for NLP without Magic (Part 2) From: sriram bhargav karnati Views: 554 2 ratings Time: 01:41:28 More in Education

Deep Learning for NLP without Magic (Part 1)
Deep Learning for NLP without Magic (Part 1) From: sriram bhargav karnati Views: 1583 9 ratings Time: 01:30:24 More in Education

Introduction to Deep Learning (Hebrew)
Introduction to Deep Learning (Hebrew) My lecture from the Reversim summit 2014. From: Al Yaros Views: 54 0 ratings Time: 58:05 More in Science & Technology

Deep Learning for NLP without Magic Part 2
Deep Learning for NLP without Magic Part 2 From: nhathai phan Views: 5 0 ratings Time: 21:21 More in Music

Deep Learning for NLP without Magic Part 1
Deep Learning for NLP without Magic Part 1 From: nhathai phan Views: 28 0 ratings Time: 19:52 More in Music

20130801 Prof. Andrew Ng: “Deep Learning: Machine learning via Largescale Brain Simulations”
20130801 Prof. Andrew Ng: “Deep Learning: Machine learning via Largescale Brain Simulations” Prof. Andrew Ng, the famous Stanford professor who teaches online Machine Learning classes on Coursera, will discuss Machine learning via Largescale Brain simulations. Need we say more? In……

Scaling Deep Learning to 10,000 Cores and Beyond
Scaling Deep Learning to 10,000 Cores and Beyond Deep learning and unsupervised feature learning offer the potential to transform many domains such as vision, speech, and natural language processing. However, these methods have been … From: UWTV Views: 2066 19 ratings Time: 58:32 More in …

Andrew Ng – Machine Learning via Largescale Brain Simulations – Technion lecture
Andrew Ng – Machine Learning via Largescale Brain Simulations – Technion lecture Andrew Ng of Stanford University, Technion lecture: Machine Learning via Largescale Brain Simulations Machine learning is a very successful technology, but applying it to a new problem usually… From: Technion …

Geoff Hinton – Recent Developments in Deep Learning
Geoff Hinton – Recent Developments in Deep Learning Geoff Hinton presents as part of the UBC Department of Computer Science’s Distinguished Lecture Series, May 30, 2013. Professor Hinton was awarded the 2011 Herzberg Canada Gold Medal for … From: UBCCPSC Views: 42928 351 ratings Time: …

Andrew Ng: Deep Learning, SelfTaught Learning and Unsupervised Feature Learning
Andrew Ng: Deep Learning, SelfTaught Learning and Unsupervised Feature Learning Graduate Summer School: Deep Learning, Feature Learning “Deep Learning, SelfTaught Learning and Unsupervised Feature Learning (Part 1 Slides168; Part 2 Slides 69109)” … From: ?? Views: 115109 …

Machine learning – Deep learning I
Machine learning – Deep learning I Deep learning: Autoencoders for unsupervised and transfer learning. Receptive fields pooling and complex cells. Slides available at: http://www.cs.ubc.ca/~nando/5402013/lectures.html Course… From: Nando de Freitas Views: 16106 95 ratings Time: 01:15:05 …

Deep Learning of Representations
Deep Learning of Representations Google Tech Talk 11/13/2012 Presented by Yoshua Bengio ABSTRACT Yoshua Bengio will give an introduction to the area of Deep Learning, to which he has been one of the leading contributors…. From: GoogleTechTalks Views: 28026 178 ratings Time: 01:15:44 More…

Deep Learning for NLP (without Magic) – Part 9
Deep Learning for NLP (without Magic) – Part 9 see http://www.socher.org/index.php/DeepLearningTutorial for more details and slides. From: Richard Socher Views: 1378 4 ratings Time: 21:21 More in Education

Deep Learning for NLP (without Magic) – Part 10
Deep Learning for NLP (without Magic) – Part 10 see http://www.socher.org/index.php/DeepLearningTutorial for more details and slides. From: Richard Socher Views: 1084 1 ratings Time: 21:21 More in Education

Deep Learning for NLP (without Magic) – Part 8
Deep Learning for NLP (without Magic) – Part 8 see http://www.socher.org/index.php/DeepLearningTutorial for more details and slides. From: Richard Socher Views: 1225 4 ratings Time: 21:21 More in Education

Deep Learning for NLP (without Magic) – Part 7
Deep Learning for NLP (without Magic) – Part 7 see http://www.socher.org/index.php/DeepLearningTutorial for more details and slides. From: Richard Socher Views: 1494 4 ratings Time: 21:21 More in Education

Deep Learning for NLP (without Magic) – Part 6
Deep Learning for NLP (without Magic) – Part 6 see http://www.socher.org/index.php/DeepLearningTutorial for more details and slides. From: Richard Socher Views: 1849 3 ratings Time: 21:21 More in Education

Deep Learning for NLP (without Magic) – Part 4
Deep Learning for NLP (without Magic) – Part 4 see http://www.socher.org/index.php/DeepLearningTutorial for more details and slides. From: Richard Socher Views: 2626 7 ratings Time: 21:21 More in Education

Deep Learning for NLP (without Magic) – Part 3
Deep Learning for NLP (without Magic) – Part 3 see http://www.socher.org/index.php/DeepLearningTutorial for more details and slides. From: Richard Socher Views: 3975 10 ratings Time: 21:21 More in Education

Deep Learning for NLP (without Magic) – Part 2
Deep Learning for NLP (without Magic) – Part 2 see http://www.socher.org/index.php/DeepLearningTutorial for more details and slides. From: Richard Socher Views: 5769 22 ratings Time: 21:21 More in Education

Deep Learning for NLP (without Magic) – Part 1
Deep Learning for NLP (without Magic) – Part 1 see http://www.socher.org/index.php/DeepLearningTutorial for more details and slides. From: Richard Socher Views: 23624 88 ratings Time: 19:51 More in Education

Deep Learning for NLP (without Magic) – Part 11
Deep Learning for NLP (without Magic) – Part 11 see http://www.socher.org/index.php/DeepLearningTutorial for more details and slides. From: Richard Socher Views: 676 1 ratings Time: 02:12 More in Education

Deep Learning for NLP (without Magic) – Part 5
Deep Learning for NLP (without Magic) – Part 5 see http://www.socher.org/index.php/DeepLearningTutorial for more details and slides. From: Richard Socher Views: 1736 4 ratings Time: 08:48 More in Education

Bay Area Vision Meeting: Unsupervised Feature Learning and Deep Learning
Bay Area Vision Meeting: Unsupervised Feature Learning and Deep Learning Bay Area Vision Meeting (more info below) Unsupervised Feature Learning and Deep Learning Presented by Andrew Ng March 7, 2011 ABSTRACT Despite machine learning’s numerous successes,… From: GoogleTechTalks Views:…