Resources

Big Data’s Big Muscle 2016/09/10 - 1:12pm White Paper Big Data Analysis, Data Analytics
The Case for an Unmanaged Investment Company 2016/09/10 - 1:10pm Academic Paper Fianance, Portfolio Management, Investment, Index Funds
The Dark Side of Technology 2016/09/10 - 1:08pm White Paper Technology, Data Disclosure
The Queen of Numbers 2016/09/10 - 1:07pm White Paper Lucrezia Reichlin, Forecasting, Predictive Algorithms, Predictive Analytics
Step by Step Guide to the Black-Litterman Model 2016/09/03 - 1:39pm Academic Paper Black-Litterman Model
FaceNet - A Unified Embedding for Face Recognition and Clustering 2016/09/03 - 1:37pm Academic Paper FaceNet, Face Recognition, Clustering, Machine Learning, Deep Learning
Analyzing Vocal Patterns to Determine Emotion 2016/09/03 - 1:35pm Academic Paper Vocal Patterns, Emotion, Interactive Machine Learning, Machine Intelligence
Adaptation Algorithm and Theory Based on Generalized Discrepancy 2016/09/03 - 1:33pm Academic Paper Adaptation Algorithm, Generalized Discrepancy, Algorithms
Deep Speech - Scaling Up End-to-end Speech Recognition 2016/08/28 - 1:41pm Academic Paper Deep Speech, Speech Recognition, Deep Learning
Collaborative Deep Learning for Recommender Systems 2016/08/28 - 1:39pm Academic Paper Collaborative Deep Learning, Recommender Systems, Deep Learning
Intuition Behind Black-Litterman Model Portfolios 2016/08/28 - 1:38pm Academic Paper Intuition, Black-Litterman, Model Portfolios
The Value of Medicaid - Interpreting Results from the Oregon Health Insurance Experiment 2016/08/28 - 1:37pm Academic Paper Medicaid, Oregon Health Insurance Experiment
Approximate Linear Programming for Constrained Partially Observable Markov Decision Processes 2016/08/13 - 11:05am Academic Paper Linear Programming, Markov Decision Processes, Markov Chains, Markov, Markov Logic
Decision-theoretic Clustering of Strategies 2016/08/13 - 11:02am Academic Paper Decision Theory, Strategy Clustering, Decision Processes, Decision Algorithms, Decision Agents
Mapping Brain Activity at Scale with Cluster Computing 2016/08/13 - 10:56am Academic Paper Cluster Computing, Brain Activity Mapping, Brain Imaging Data, Brain
How Money Drives US Congressional Elections 2016/08/13 - 10:53am Academic Paper Political Prediction, Money, Elections
A Lesson in the Errors of Statistical Thinking: Nate Silver on Trump 2016/07/31 - 4:49pm Academic Paper Nate Silver, Statistical Thinking, Donald Trump, Political Prediction, Political Polls
Scalable Quantum Simulation of Molecular Energies 2016/07/31 - 4:45pm Academic Paper Quantum Computing, Condensed Matter Physics, Quantum Information, Scalable Quantum Simulation, Molecular Energies
Low Aerobic Capacity in Middle-aged Men Associated with Increased Mortality Rates 2016/07/31 - 4:41pm Academic Paper Health, Low Aerobic Capacity, Mortality Rates, Healthcare, Exercise Testing, Epidemiology
Dryad: Distributed Data-Parallel Programs from Sequential Building Blocks 2016/07/31 - 4:35pm Academic Paper Dryad, Distributed Data-Parallel Programs, Sequential Building Blocks, Distributed Computing, Concurrency, Dataflow, Cluster Computing
Assessing Human Error Against a Benchmark of Perfection 2016/07/05 - 8:32pm Academic Paper Decision Making, Decision Processes, Human Error
Genetic Fuzzy based Artificial Intelligence for Unmanned Combat Aerial Vehicle Control in Simulated Air Combat Missions 2016/07/05 - 8:29pm Academic Paper Genetic Fuzzy, Artificial Intelligence, Unmanned Combat Aerial Vehicle Control, Air Combat, Pilot AI, Automated Pilot
The Social Dilemma of Autonomous Vehicles 2016/07/05 - 8:27pm Academic Paper Autonomous Vehicles, Law, Regulation
Ernest - Efficient Performance Prediction for Large-Scale Advanced Analytics 2016/07/05 - 8:26pm Academic Paper Ernest, Performance Prediction, Analytics
StreamDM - Advanced Data Mining in Spark Streaming 2016/07/05 - 8:20pm Academic Paper StreamDM, Data Mining, Spark Streaming, Spark
SparkNet - Training Deep Networks in Spark 2016/07/05 - 8:18pm Academic Paper SparkNet, Deep Networks, Spark, Deep Convolutional Networks
SAMOA - Scalable Advanced Massive Online Analysis 2016/07/05 - 8:16pm Academic Paper SAMOA, Online Analysis
Causal Inference on Discrete Data using Additive Noise Models 2016/07/05 - 8:15pm Academic Paper Causal Inference, Discrete Data, Additive Noise Models, Causality
Splash - Programming Interface for parallelizing Stochastic Algorithms - Slides 2016/07/05 - 8:13pm Slides Splash, Programming Interface, Stochastic Algorithms
Safely Interruptible Agents 2016/06/26 - 3:07pm Academic Paper Artificial Intelligence, Interruptible Agents, Agents, Reinforcement Learning
Concrete Problems in AI Safety 2016/06/23 - 2:42pm Academic Paper AI, Artificial Intelligence, Machine Learning, Machine Intelligence
Spark MLlib 2.0 Preview: Data Science and Production 2016/06/22 - 10:19pm Video Spark MLlib 2.0
Realtime Risk Management Using Kafka, Python, and Spark Streaming 2016/06/22 - 10:12pm Video Risk Management, Kafka, Python, Spark
Detecting and Mitigating Fraud in Realtime at Scale 2016/06/22 - 10:07pm Video Fraud Detection
Credit Fraud Prevention with Spark and Graph Analysis 2016/06/22 - 10:04pm Video Spark, Fraud Prevention, Graph Analysis
Large Scale Deep Learning with TensorFlow 2016/06/22 - 10:00pm Video Deep Learning, TensorFlow
Scalable Deep Learning Platform On Spark In Baidu 2016/06/22 - 9:58pm Video Spark, Deep Learning, Baidu
Deep Dive Into Structured Streaming 2016/06/22 - 9:55pm Video Spark, Structured Streaming
Finding Graph Isomorphisms In GraphX And GraphFrames 2016/06/16 - 5:58pm Video Spark, Michael Malak, Graph Isomorphisms, GraphX, GraphFrames
Internet Trends 2016 - Mary Meeker 2016/06/07 - 10:45pm Slides Internet Trends, 2016, Mary Meeker, Internet of Things
Forecasting Unemployment with Google Searches - 2016 2016/06/07 - 10:42pm Academic Paper Forecasting, Unemployment, Google Searches, Google Data, Nowcasting
Essays Using Google Data 2016/06/07 - 10:38pm Academic Paper Google Data, Policy Prediction Models
Estimating Climate Sensitivity Using Two-Zone Energy Balance Models - 2016 2016/06/07 - 10:36pm Academic Paper Climate Science, Climate Models, Two-Zone Energy Balance Models
Natural Language Processing with Python 2016/06/07 - 6:41pm External Course Natural Language Processing, Python
Introduction to Machine Learning 2016/06/07 - 6:07pm External Course Machine Learning
Introduction to Probability 2016/06/07 - 5:18pm External Course Probability Theory, Bayesian Probability, Probability
Introduction to Graphical Models and Bayesian Networks 2016/06/07 - 5:13pm External Course Graphical Models, Bayesian Networks
Does the United States have a Productivity Slowdown or a Measurement Problem 2016/06/07 - 5:09pm Academic Paper Economic Growth, Economics, Productivity, Measurement
Tensorflow and Deep Learning - Slides 2016/05/26 - 10:31pm Slides TensorFlow, Deep Learning
Estimating Reproducibility of Psychological Science 2016/05/26 - 10:26pm Academic Paper Reproducibility, Psychological Science

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