Resources

Topological Data Analysis for the Working Data Scientist 2015/10/22 - 10:14pm Video Topological Data Analysis for the Working Data Scientist
End of Experts: Big Data and Science of Decision-making 2015/10/22 - 10:12pm Video Experts, Science of Decision-making, Decision Processes, Decision Theory
Topology and Data - Gunnar Carlsson 2015/10/22 - 10:07pm Academic Paper Data Topology, Gunnar Carlsson
Topological Pattern Recognition for Point Cloud Data - Gunnar Carlsson 2015/10/22 - 10:06pm Academic Paper Topological Pattern Recognition, Point Cloud Data, Gunnar Carlsson
Bayesian Models of Human Action Understanding 2015/10/07 - 8:24pm Academic Paper Bayesian Models, Human Action Understanding
Global vs. Local Methods in Nonlinear Dimensionality Reduction 2015/10/07 - 8:23pm Academic Paper Nonlinear Dimensionality Reduction
A Global Geometric Framework for Nonlinear Dimensionality Reduction 2015/10/07 - 8:21pm Academic Paper Global Geometric Framework, Nonlinear Dimensionality Reduction
Nonlinear Dimensionality Reduction by Locally Linear Embedding 2015/10/07 - 8:19pm Academic Paper Nonlinear Dimensionality Reduction, Locally Linear Embedding
Surprised by the Gambler's and Hot Hand Fallacies A Truth in the Law of Small Numbers 2015/10/06 - 11:05pm Academic Paper Gambler's Fallacy, Hot Hand Fallacy, Law of Small Numbers, Coin Flip, Probabilistic Forecasts, Probabilistic Logic
Modeling and Analyzing Real-Time Data Streams 2015/10/06 - 11:01pm Academic Paper Modeling, Analyzing, Real-Time Data Streams
The Two-speed Economy - April 2015 2015/10/06 - 10:54pm White Paper Economy, Economics, Policy, Goldman Sachs
Linked Enterprise Data 2015/10/06 - 10:52pm Academic Paper Linked Enterprise Data
Machine Learning: The High Interest Credit Card of Technical Debt 2015/10/06 - 10:46pm Academic Paper Machine Learning
Lessons from the Netflix Prize - Going Beyond Algorithms 2015/10/06 - 10:45pm Slides Netflix Prize, Algorithms
Programming and Scaling 2015/10/06 - 9:47pm Video Programming, Scaling, Alan Kay
We Really Don't Know How To Compute! 2015/10/06 - 9:44pm Video Gerry Sussman, Computer Architectures, Lisp
Overlapping Experiment Infrastructure - More, Better, Faster Experimentation 2015/10/04 - 7:38pm Academic Paper Overlapping Experiment Infrastructure, Experimentation
Revisiting Stein's Paradox - Multi-Task Averaging 2015/10/04 - 7:37pm Academic Paper Stein's Paradox, Multi-Task Averaging
Event Relevant Reminders 2015/10/04 - 7:36pm Academic Paper Event Relevant, Reminders
Algorithmic Cartography - Placing Points of Interest and Ads on Maps 2015/10/04 - 7:35pm Academic Paper Algorithmic Cartography, Ads, Maps
Stream Sampling for Frequency Cap Statistics 2015/10/04 - 7:29pm Academic Paper Stream Sampling, Frequency Cap Statistics, Statistical Inference
Annotating Needles in the Haystack without Looking - Product Information Extraction from Emails 2015/10/04 - 7:28pm Academic Paper Product Information, Extraction, Emails, User-generated Content
Evolution of Decision Making - How Leading Organizations Are Adopting a Data-Driven Culture 2015/10/04 - 7:26pm Academic Paper Decision Making, Data-Driven Culture, Decision Processes
Data Blending Impacts Business Decisions 2015/10/04 - 7:25pm White Paper Data Blending, Business Decisions, Decision Processes
Discovering Subsumption Relationships for Web-Based Ontologies 2015/10/04 - 10:54am Academic Paper Subsumption Relationships, Web-Based Ontologies
Image Processing and Searching 2015/10/04 - 10:53am Academic Paper Image Processing, Image Searching
Crowdsourcing and the Semantic Web - A Research Manifesto 2015/10/04 - 10:51am Academic Paper Crowdsourcing, Semantic Web
Humble-Nishiyama Randomness Game - A New Variation on Penney's Coin Game 2015/10/04 - 10:50am Academic Paper Humble-Nishiyama Randomness Game, Penney's Coin Game, Coin Flip, Probabilistic Forecasts
Probabilistic Performance Evaluation for Multiclass Classification using the Posterior Balanced Accuracy 2015/10/04 - 10:48am Academic Paper Probabilistic Performance Evaluation, Multiclass Classification, Posterior Balanced Accuracy
Efficient Algorithms for Public-Private Social Networks 2015/10/04 - 10:46am Academic Paper Efficient Algorithms, Public-Private Social Networks, Algorithm
Introduction to Machine Learning 101 - Slides 2015/10/01 - 10:28am Slides Machine Learning
TimeMachine - Timeline Generation for Knowledge-Base Entities 2015/10/01 - 10:25am Academic Paper TimeMachine, Timeline Generation, Knowledge-Base Entities
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC 2015/10/01 - 10:24am Academic Paper Bayesian Matrix Factorization, Stochastic Gradient MCMC
Focus on the Long-Term - It's better for Users and Business 2015/10/01 - 10:22am Academic Paper Analytics, Business Analytics, Automated Predictions, Marketing, Experimentation On-line Advertising
Inferring Causal Impact Using Bayesian Structural Time-series Models 2015/10/01 - 10:18am Academic Paper Causal Impact, Bayesian Structural Time-series Models, Causality
Encoding Reality - Prediction-Assisted Cortical Learning Algorithm in Hierarchical Temporal Memory 2015/10/01 - 10:12am Academic Paper Cortical Learning Algorithm, Hierarchical Temporal Memory
Variational Bayesian Mixed-effects Inference for Classification Studies 2015/10/01 - 10:10am Academic Paper Variational Bayesian Mixed-effects Inference, Classification Studies
Advanced Apache Spark 2015/10/01 - 10:04am Video Spark
Spark MLlib: Making Practical Machine Learning Easy and Scalable 2015/10/01 - 10:01am Video Spark MLlib, Machine Learning
Large Scale Distributed Machine Learning on Apache Spark 2015/10/01 - 9:59am Video Machine Learning, Spark
Spark and Spark Streaming at Uber 2015/10/01 - 9:57am Video Spark, Spark Streaming, Uber
Big Data, Analytics, and Insights 2015/10/01 - 9:55am Video Analytics
Introduction to Predictive Analytics 2015/10/01 - 9:51am Video Predictive Analytics
Cyber Risk Report 2015 2015/09/24 - 7:28pm White Paper Cybersecurity, Data Security, Cyber Risk Report, 2015
The No-U-Turn Sampler - Adaptively Setting Path Lengths in Hamiltonian Monte Carlo 2015/09/22 - 12:19am Academic Paper No-U-Turn Sampler, Path Lengths, Hamiltonian Monte Carlo, Monte Carlo Statistical Methods
From Probabilistic Programming to Statistical Relational Learning 2015/09/22 - 12:17am Academic Paper Probabilistic Programming, Statistical Relational Learning
Introduction to Probabilistic Soft Logic 2015/09/22 - 12:16am Academic Paper Probabilistic Soft Logic
Introduction to Probabilistic Soft Logic - Slides 2015/09/22 - 12:15am Slides Probabilistic Soft Logic
Stan - Probabilistic Programming Language 2015/09/22 - 12:13am Academic Paper Stan, Probabilistic Programming Language
Stan Modeling Language User's Guide and Reference Manual, Version 2.2.0 2015/09/22 - 12:12am External Course Stan Modeling Language, User's Guide, Reference Manual

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