Resources

Cassandra Data Modeling - Practical Considerations @ Netflix 2015/02/06 - 7:25pm Video Cassandra, Data Modeling, Netflix
Using Cassandra to Support Crisis Informatics Research 2015/02/06 - 7:23pm Video Cassandra, Crisis Informatics Research
5 Minute REST API with csvkit & CouchDB 2015/02/06 - 7:21pm Video API, REST API, csvkit, CouchDB
A CouchDB Replication Endpoint in PHP 2015/02/06 - 7:19pm Video CouchDB, Replication Endpoint, PHP
Lost at See: Random Walks for Scale Space Theory in Computer Vision - Florian Sobieczky 2015/01/21 - 4:13pm Slides Random Walks, Scale Space Theory, Computer Vision, Florian Sobieczky, Marilyn Waldman
Top 20 Data Quality Solutions - Ken Farmer 2015/01/21 - 1:49pm Slides Data Quality Solutions, Ken Farmer, Data Quality
Deep Learning: Machine Perception and Its Applications 2015/01/16 - 10:35pm Video Deep Learning, Machine Perception, Deep Convolutional Neural Networks
Tera-scale Deep Learning 2015/01/16 - 10:33pm Video Tera-scale, Deep Learning, Deep Convolutional Neural Networks
Quantum Machine Learning 2015/01/16 - 10:30pm Video Quantum Machine Learning, Machine Learning
Spark Overview 2015/01/16 - 10:27pm Video Spark
Apache Cassandra & Apache Spark for Time Series Data 2015/01/16 - 10:25pm Video Cassandra, Spark, Time Series Data
Elastic Scaling in Spark 1 2 and Beyond 2015/01/16 - 10:23pm Video Elastic Scaling, Spark
What's coming for Spark in 2015 2015/01/16 - 10:20pm Video Spark, 2015, RDD, API, Databricks, Spark SQL, SchemaRDD
Recommendation Engines & Accumulo sqql 2015/01/16 - 7:34pm Video Recommendation Engines, Accumulo sqql, Security, Machine Learning
Scala Monads: Declutter Your Code With Monadic Design 2015/01/16 - 7:28pm Video Scala, Monads, Monadic Design
On Intelligence with Jeff Hawkins 2015/01/16 - 7:26pm Video Intelligence, Jeff Hawkins, Smart Machines
Intelligence and Machines 2015/01/16 - 7:24pm Video Intelligence, Machines, Smart Machines, Smart Systems
Deep Learning, Self-Taught Learning and Unsupervised Feature Learning 2015/01/16 - 7:20pm Video Deep Learning, Self-Taught Learning, Unsupervised Feature Learning
Machine Learning Basics 2015/01/16 - 7:12pm Video Machine Learning
Predictive Modeling and Machine Learning 2015/01/16 - 6:41pm Video Predictive Analytics, Predictive Modeling, Machine Learning
Overcoming Bias and Systematic Errors in Next Generation Sequencing Data 2015/01/15 - 11:47am Academic Paper Bioinformatics, Sequencing Human Genome, Genome, Bias, Systematic Errors, Next Generation Sequencing Data
Mining the Past to See the Future - Gary Cokins 2015/01/14 - 11:31am White Paper Data Mining, Business Analytics, Predictive Analytics, Gary Cokins
Neural Turing Machines - DeepMind, December 2014 2015/01/08 - 10:59am Academic Paper Neural Turing Machines, DeepMind, Turing Machine, Deep Convolutional Neural Networks, Deep Neural Networks
Robot Learning Manipulation Action Plans by Watching Unconstrained Videos from the World Wide Web 2015/01/08 - 10:53am Academic Paper Robot Learning, Manipulation, Action Plans, Machine Learning, Deep Learning, Interactive Machine Learning, Active Learning
Machine Learning - Random Forests 2015/01/08 - 10:47am Video Machine Learning, Random Forests, Algorithms
Building Predictive Models in Cloud 2015/01/08 - 10:42am Video Predictive Models, Predictive Analytics, Predictive Modeling
Principles of Data Engineering 2015/01/08 - 10:39am Video Data Engineering
Teaching Deep Convolutional Neural Networks to Play Go 2014/12/31 - 4:59pm Academic Paper Deep Convolutional Neural Networks, Go, Convolutional Neural Networks, Deep Neural Networks, Artificial Neural Networks
Mondrian Forests - Efficient Online Random Forests 2014/12/31 - 4:56pm Academic Paper Mondrian Forests, Online Random Forests, Random Forests
Augur - Data-Parallel Probabilistic Modeling 2014/12/31 - 4:55pm Academic Paper Augur, Data-Parallel, Probabilistic Modeling, Probabilistic Forecasts
Neuromorphic Device and Applications - Slides 2014/12/31 - 4:53pm Slides Neuromorphic, Neuromorphic Device, Neuromorphic Applications
Brain-like Associative Learning Using a Nanoscale Non-volatile Phase Change Synaptic Device Array 2014/12/31 - 4:48pm Academic Paper Brain-like Associative Learning, Nanoscale Non-volatile Phase Change, Synaptic Device Array
Nanoelectronic Programmable Synapses Based on Phase Change Materials for Brain-Inspired Computing 2014/12/31 - 4:46pm Academic Paper Nanoelectronic Programmable Synapses, Phase Change Materials, Brain-Inspired Computing
Just-In-Time Learning for Fast and Flexible Inference 2014/12/30 - 3:04pm Academic Paper Machine Learning, Just-In-Time Learning, Inference, Inference Algorithms
Online Networks and Subjective Well-Being 2014/12/30 - 3:01pm Academic Paper Online Networks, Well-Being, Human Networks
Understanding News Geography and Major Determinants of Global News Coverage of Disasters 2014/12/30 - 2:59pm Academic Paper GDELT, News Geography, Global News, Disasters
Fast Prediction for Large-Scale Kernel Machines 2014/12/29 - 7:39pm Academic Paper Kernel Learning Algorithms, Prediction, Kernel Machines
Optimal Decision-making with Time-varying Evidence Reliability 2014/12/26 - 1:26pm Academic Paper Optimal Decision-making, Time-varying Evidence Reliability, Decision-making, Sequential Decision-Making, Business Decisions
Diverse Randomized Agents Vote to Win 2014/12/26 - 1:23pm Academic Paper Machine Learning, Diverse Randomized Agents, Noisy Voting, Bias, Social Choice, Behavior
Feedback Detection for Live Predictors 2014/12/26 - 1:20pm Academic Paper Feedback Detection, Live Predictors, Causal Inference, Feedback Loops
Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature 2014/12/26 - 1:17pm Academic Paper Sampling, Inference, Probabilistic Models, Fast Bayesian Quadrature
Nicholas Bloom Interview - Large-scale Measurement - 2014 2014/12/26 - 1:16pm White Paper Nicholas Bloom, Metrics, Large-scale Measurement, Economics, Econometrics
NIST Cloud Computing Reference Architecture - V2 2013 2014/12/26 - 1:14pm White Paper NIST, Cloud Computing, Reference Architecture
Spectral Learning of Mixture of Hidden Markov Models 2014/12/24 - 12:17pm Academic Paper Spectral Learning, Hidden Markov Models, Abstract Hidden Markov Memory Model
Generative Adversarial Nets 2014/12/22 - 12:15pm Academic Paper Generative Adversarial Nets, Multilayer Generative Models, Generative Models, Discriminative Model, Adversarial Models
Real-world Challenges in Pursuit of Olympic Excellence 2014/12/22 - 12:10pm Slides Olympic, Sports Business Analytics, Sports Science, Resource Allocation Strategy, Sports Analytics
Alien Minds - Susan Schneider 2014/12/22 - 12:05pm Academic Paper Alien Minds, Susan Schneider, Artificial Intelligence, Artificial Minds
Structure Regularization for Structured Prediction 2014/12/20 - 7:48pm Academic Paper Structure Regularization, Structured Prediction, Prediction Models
Substrate - Digital Neurosynaptic Core 2014/12/20 - 7:46pm Academic Paper Neural Networks, Substrate, Neurosynaptic Core, Programmable Neuromorphic Substrate
FrameNet II - Extended Theory and Practice 2014/12/20 - 7:43pm Academic Paper FrameNet, Semantic, Syntactic Relations, Frame Semantics, Computational Linguistics, International Computer Science Institute

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