Resources

General Learning Algorithms by Demis Hassabis 2016/02/05 - 9:34pm Video General Learning Algorithms, Algorithms, Demis Hassabis
Inside DeepMind 2016/02/05 - 9:32pm Video DeepMind, Google, Intelligent Machines, Artificial Intelligence
Computer that Mastered Go 2016/02/05 - 9:29pm Video AlphaGo, Go, Deep Convolutional Neural Networks, Monte Carlo Tree Search
Ground-breaking AlphaGo Masters Game of Go 2016/02/05 - 9:27pm Video AlphaGo, Go, Deep Convolutional Neural Networks, Monte Carlo Tree Search
Maximum Flow Algorithm in GraphX (Slides) 2016/01/27 - 4:36pm Slides Spark
Deep Learning Tutorial - 2015 2016/01/26 - 12:20pm External Course Deep Learning, Tutorial
Deep Learning with H2O 2016/01/26 - 12:19pm White Paper Deep Learning, H2O
H2O Machine Learning Platform - Datasheet 2016/01/26 - 12:16pm White Paper H2O, Machine Learning, Platform
Torch7 - Matlab-like Environment for Machine Learning 2016/01/26 - 12:13pm Academic Paper Torch7, Machine Learning
Drone Traffic Management System 2016/01/22 - 9:17pm Academic Paper Drone, Traffic Management System
Graph Isomorphism in Quasipolynomial Time 2016/01/16 - 1:00pm Academic Paper Graph Isomorphism, Quasipolynomial Time
Capital Markets and Job Creation in the 21st Century 2016/01/16 - 12:57pm White Paper Capital Markets, Job Creation, Public Policy, Finance, Economics
Hiring Processes - Predicting Future Job Performance 2016/01/16 - 12:53pm Academic Paper Hiring Processes, Job Performance, Human Capital, Talent Strategy
Predictive Analytics Technology 2015 2016/01/16 - 12:51pm White Paper Predictive Analytics, Vendors, Technology
ScalaCL for GPUs - Slides 2016/01/16 - 12:44pm Slides ScalaCL, GPU, HPC, Scala
Programming Models for Exascale Systems 2016/01/16 - 12:38pm Video Programming Models, Exascale Systems
GPU Programming for Beginners 2016/01/16 - 12:37pm Video GPU Programming, GPU
Introduction to GPUs 2016/01/16 - 12:35pm Video GPU
Vulpes: Functional Approach to Deep Machine Learning on the GPU 2016/01/16 - 12:33pm Video Vulpes, Deep Machine Learning, GPU
Things You Can Do with a Recurrent Neural Network 2016/01/16 - 12:30pm Video Recurrent Neural Network
Algorithmic Music Generation with Recurrent Neural Networks 2016/01/16 - 12:27pm Video Algorithmic Music Generation, Recurrent Neural Networks
Hacking Roller Coaster Tycoon with Genetic Algorithms and Go 2016/01/16 - 12:26pm Video Hacking Roller Coaster Tycoon, Genetic Algorithms, Go
Architecting Predictive Algorithms for Machine Learning 2016/01/16 - 12:25pm Video Predictive Algorithms, Machine Learning
Science Of Persuasion 2016/01/16 - 12:23pm Video Science Of Persuasion
Paradox Of The False Positive 2016/01/16 - 12:22pm Video False Positives
Generating Text with Recurrent Neural Networks 2015/12/12 - 11:13pm Academic Paper Generating Text, Recurrent Neural Networks
Estimating the Hessian by Back-propagating Curvature 2015/12/12 - 11:11pm Academic Paper Hessian, Back-propagating Curvature
Training Deep and Recurrent Neural Networks with Hessian-Free Optimization 2015/12/12 - 11:10pm Academic Paper Training Deep and Recurrent Neural Networks with Hessian-Free Optimization
Subword Language Modeling with Neural Networks 2015/12/12 - 11:08pm Academic Paper Subword Language Modeling with Neural Networks
Stochastic k-Neighborhood Selection for Supervised and Unsupervised Learning 2015/12/12 - 11:06pm Academic Paper Stochastic k-Neighborhood Selection, Supervised and Unsupervised Learning
Exploiting Similarities among Languages for Machine Translation 2015/12/12 - 11:04pm Academic Paper Languages, Machine Translation
Distributed Representations of Words and Phrases and their Compositionality 2015/12/12 - 11:02pm Academic Paper Distributed Representations, Words and Phrases
Learning Factored Representations in a Deep Mixture of Experts 2015/12/12 - 11:00pm Academic Paper Learning Factored Representations, Deep Mixture Experts
Recurrent Neural Network Regularization 2015/12/12 - 10:57pm Academic Paper Recurrent Neural Network Regularization
Sequence to Sequence Learning with Neural Networks 2015/12/12 - 10:56pm Academic Paper Sequence to Sequence Learning, Neural Networks
Addressing the Rare Word Problem in Neural Machine Translation 2015/12/12 - 10:54pm Academic Paper Neural Machine Translation
Move Evaluation in Go Using Deep Convolutional Neural Networks 2015/12/12 - 10:53pm Academic Paper Deep Convolutional Neural Networks, Go
Reinforcement Learning Neural Turing Machines 2015/12/12 - 10:51pm Academic Paper Reinforcement Learning Neural Turing Machines
An Empirical Exploration of Recurrent Network Architectures 2015/12/12 - 10:49pm Academic Paper Recurrent Network Architectures
Deep Learning Master Class - Ilya Sutskever 2015/12/12 - 10:37pm Video Deep Learning
Deep Learning: Intelligence from Big Data 2015/12/12 - 10:34pm Video Deep Learning
Sequence to Sequence Learning with Neural Networks 2015/12/12 - 10:31pm Video Sequence Learning, Neural Networks
Deep Learning - Theory and Applications 2015/12/12 - 10:28pm Video Deep Learning
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems 2015/11/17 - 11:25pm Academic Paper TensorFlow, Large-Scale Machine Learning, Heterogeneous Distributed Systems, Machine Learning Algorithms, Machine Learning Applications, Deep Learning, Machine Learning
Reading Hidden Emotions: Spontaneous Micro-expression Spotting and Recognition 2015/11/17 - 11:23pm Academic Paper Reading Emotions, Spontaneous Micro-expression Spotting, Recognition, Machine Learning
Innovations in Data Storage for Machine Learning by Hal Woods 2015/11/06 - 9:57pm Slides Data Storage, Machine Learning, Hal Woods
Machine Learning Use Cases with Azure by Chris McHenry 2015/11/06 - 8:06pm Slides Machine Learning Use Cases, Azure, Chris McHenry
Aster Ski Hackathon by Mark Peterson & Elain Crutchley 2015/11/06 - 8:01pm Slides Aster Ski Hackathon, Mark Peterson, Elain Crutchley
Deep Learning for High Performance Time-series Databases by Jim Bates 2015/11/06 - 7:59pm Slides Deep Learning, Time-series Databases, Jim Bates
Machine Learning in Finance and Trading by Lee Cole 2015/11/06 - 7:57pm Slides Machine Learning in Finance and Trading, Lee Cole

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