Resources

Bayesian Reasoning and Machine Learning 2014/02/27 - 11:56am Academic Paper Bayesian, Bayesian Analysis, Machine Learning, Algorithms, Data Science, Markov, Random Forests, Probabilistic Models
Druid - Real-time Analytical Data Store 2014/02/26 - 9:28am Academic Paper Druid, Streaming, Real-time Analytics, Data Store, Column-oriented Storage, Data Ingestion, Shared-nothing Architecture
Elements of Statistical Learning - Data Mining, Inference and Prediction 2014/02/26 - 9:23am Academic Paper Statistics, Data Mining, Inference, Predictive Analytics, Regression, Supervised Learning
Engineering Data Analysis with R and ggplot2 2014/02/25 - 12:52pm Video Data Analysis, R, ggplot2
Tree Ensembles - Advances In Gradient Boosting: Power of Post-Processing 2014/02/24 - 5:40pm Video Tree Ensembles, Predictive Analytics, Boosting, Gradient Boosting, Post-Processing
Data Visualization in Sports 2013 2014/02/24 - 5:37pm Video Sports, Data Science, Data Visualization
Predictive Sports Betting 2014/02/24 - 5:23pm Video Sports, Data Science, Predictive Analytics, Sports Betting
Basketball Analytics 2013 2014/02/24 - 5:12pm Video Sports, Data Science, Basketball Analytics
An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting and Variants 2014/02/24 - 7:38am Academic Paper Algorithms, Classification Algorithms, Voting Classification Algorithms, Bagging, Boosting, Variants, Decision Trees, Naive-Bayes, Mean-squared Error, Adaboost
Applications of Hidden Markov Models to Speech Recognition 2014/02/23 - 11:05pm Academic Paper Speech Recognition, Probabilistic Logic, Expectation–Maximization (EM) Algorithm, Hidden Markov Models, Baum–Welch Algorithm, Predictive Analytics
Expectation–Maximization (EM) Algorithm 2014/02/23 - 11:02pm Academic Paper Algorithms, Probabilistic Logic, Expectation–Maximization (EM) Algorithm, Hidden Markov Models, Baum–Welch Algorithm, Predictive Analytics
Example of the Baum-Welch Algorithm 2014/02/23 - 11:00pm Academic Paper Algorithms, Probabilistic Logic, Markov, Hidden Markov Models, Baum–Welch Algorithm, Predictive Analytics
Hidden Markov Models and Baum–Welch Algorithm 2014/02/23 - 10:57pm Slides Algorithms, Probabilistic Logic, Markov, Hidden Markov Models, Baum–Welch Algorithm, Predictive Analytics
Baum–Welch Algorithm for Estimating a Hidden Markov Model 2014/02/23 - 10:55pm Academic Paper Algorithms, Probabilistic Logic, Markov, Hidden Markov Models, Baum–Welch Algorithm, Predictive Analytics
Outlier Detection - Applications and Techniques 2014/02/23 - 10:53am Academic Paper Anomaly Detection, Outlier Detection, Outlier Applications, Outliers, Neural Networks
Quality of Similarity Rankings in Time Series 2014/02/22 - 11:13am Slides Similarity Rankings, Time Series, Distance Functions, High-dimensional Data Sets, Shared Nearest Neighbor, Curse of Dimensionality
Mining the Web to Predict Future Events 2014/02/21 - 6:26am Academic Paper Predictive Analytics, Forecasting, Algorithms, Experimentation, News Corpora, Predicting Future News, Artificial Intelligence
Combinatorial Approaches to Clustering and Feature Selection 2014/02/21 - 6:23am Academic Paper Clustering, Feature Selection, Search, High-dimensional Data Sets, Curse of Dimensionality
Coordinate - Probabilistic Forecasting of Presence and Availability 2014/02/20 - 11:14am Academic Paper Predictive Analytics, Probabilistic Logic, Forecasting, Bayesian Forecasting Service
The New Rules of Robot/Human Society 2014/02/19 - 12:36pm Video Robotics, Social Science
Introduction to Python for Beginning Programmers 2014/02/19 - 12:33pm Video Python, Data Science
BigQuery, IPython, Pandas and R for Data Science 2014/02/19 - 12:31pm Video Python, BigQuery, IPython, Pandas, R, Data Science
Data Science and Smart Systems 2014/02/19 - 12:27pm Video Data Science, Smart Systems
Mining of Massive Datasets 2014/02/19 - 9:40am Academic Paper Data Science, Data Mining, Algorithms, Machine Learning, Clustering, MapReduce, Dimensionality Reduction
Exploring Compact Reinforcement-learning Representations with Linear Regression 2014/02/19 - 9:34am Academic Paper Algorithms, Online Linear Regression, Reinforcement-learning Representations, Machine Learning, KWIK Framework.
Bayesian Inference, Entropy and the Multinomial Distribution 2014/02/18 - 8:50am Academic Paper Bayesian Inference, Entropy, Multinomial Distribution, Predictive Analytics, Predictive Densities, Evidence Scores., Markov Chains
Exploring High-dimensional Classification Boundaries 2014/02/16 - 12:03pm Academic Paper Classification, Classification Algorithms, Classification Boundaries, GGobi, R
Computing Immutable Regions for Subspace Top-k Queries 2014/02/16 - 12:00pm Academic Paper Time Series, State Space Time Series, K-subspace Algorithm, Multi-Dimensional Time-Series, Top-k Queries
Mining Approximate Top-K Subspace Anomalies in Multi-Dimensional Time-Series Data 2014/02/16 - 11:57am Academic Paper Time Series, State Space Time Series, K-subspace Algorithm, Top-K Subspace Anomalies, Multi-Dimensional Time-Series
Practical Tools for Exploring Data and Models - Slides 2014/02/16 - 11:52am Slides Data Reshaping, Data Visualization, Data Exploration
Practical Tools for Exploring Data and Models 2014/02/16 - 11:50am Academic Paper Data Reshaping, Data Visualization, Data Exploration
Artificial Life - The Coming Evolution 2014/02/16 - 11:47am Academic Paper Chaos Theory, Complexity Theory, Artificial Life, Cellular Automata
Reshaping Data with the Reshape Package for R 2014/02/15 - 10:34am Academic Paper Data Reshaping, R, Contingency Table, Tabulation, Aggregation
GGobi Package Meifly - Exploratory Model Analysis 2014/02/15 - 10:31am External Course Meifly, Exploratory Model Analysis, Graphics, Data Analysis, R, GGobi, Data Exploration, Data Modeling
Introduction to Rggobi 2014/02/15 - 10:28am External Course Rggobi, Graphics, Data Analysis, R, GGobi, Data Exploration, Data Modeling
Graphics for Data Analysis Interactive and Dynamic with R and GGobi 2014/02/15 - 10:26am External Course Big Data Infrastructure, Graphics, Data Analysis, R, GGobi, Data Exploration, Data Modeling
Invention of the First Wearable Computer 2014/02/15 - 10:23am Academic Paper Wearable Computer, Edward Thorp, Predictive Analytics, Gambling
Disagreement and Asset Prices 2014/02/15 - 10:20am Academic Paper Finance, Economics, Asset Prices, Rational Expectations, Expected Returns, Volatility, Trading Volume
Which News Moves Stock Prices - A Textual Analysis 2014/02/15 - 10:16am Academic Paper Finance, Economics, Predictive Analytics, Text Mining, Text Analysis, Sentiment Analysis
The Recovery Theorem 2014/02/15 - 10:13am Academic Paper Finance, Recovery Theorem, Predictive Analytics, Probabilistic Logic, Pricing Kernel, Market Risk Premium
The Other Side of Value - The Gross Profitability Premium 2014/02/15 - 10:06am Academic Paper Finance, Economics, Profitability, Value Premium, Factor Models, Asset Pricing
Market Expectations in the Cross Section of Present Values 2014/02/14 - 8:15am Academic Paper Data Science, Predictive Analytics, Finance, Disaggregated Valuation Ratios, Dynamic Latent Factor, Regression-based Filter
Online Personal Data Processing and EU Data Protection Reform 2014/02/14 - 8:10am Academic Paper Privacy, Law, Regulation, Data Broker
What Information do Data Brokers Have on Consumers 2014/02/14 - 8:07am White Paper Data Broker, Privacy, Law, Regulation
Review of the Data Broker Industry 2014/02/14 - 8:04am White Paper Data Broker, Privacy, Law, Regulation
Small Data in Sports: Little Differences Mean Big Outcomes 2014/02/13 - 7:10pm Video Data Science, Big Data, Sports
Conditional Risk Premia in Currency Markets and Other Asset Classes 2014/02/13 - 10:27am Academic Paper Finance, Trading, Algorithmic Trading, Risk Premia, Currency Markets, Carry Trade, Commodity Basis, Downside Risk, Equity Cross Section
A Mathematical Theory of Communication 2014/02/13 - 10:24am Academic Paper Information Entropy, Information Redundancy, Logarithmic Measures, Communication Theory, Turbo Codes, Modified LDPC Codes
Survey of Outlier Detection Methodologies 2014/02/12 - 10:14am Academic Paper Outlier, Novelty, Anomaly, Noise, Deviation, Detection, Recognition
Visual Discovery Tools - Market Segmentation and Product Positioning 2014/02/12 - 10:09am White Paper Visual Discovery Tools, Data Visualization, Business Intelligence

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