Resources

Data Modeling Considerations in Hadoop and Hive 2014/03/13 - 10:06am White Paper Big Data Infrastructure, Data Modeling, Hadoop, Hive
Another Look at Measures of Forecast Accuracy 2014/03/12 - 10:46am Academic Paper Forecasting, Predictive Analytics, Model Errors, Forecast Error Metrics, Scale Dependent Metrics, Mean Absolute Error, Percentage Error Metrics
Digitization of Everything 2014/03/11 - 12:35pm Video Big Data, Digitization
Managing Scale and Complexity at Netflix 2014/03/11 - 12:32pm Video Big Data Infrastructure, Netflix, Recommendation Engine
The Evolution of Big Data Processing at Google 2014/03/11 - 12:30pm Video Data Processing, Google, Big Data Infrastructure
What Is Business Analytics? 2014/03/11 - 12:28pm Video Business Intelligence, Analytics, Predictive Analytics
Efficient Market Hypothesis and Forecasting 2014/03/11 - 11:59am Academic Paper Predictive Analytics, Machine Learning, Efficient Market Hypothesis; Forecast Evaluation, Model Specification, Learning Algorithms, Finance
Scorecard Calibration Using Monotone Adjacent Pooling Algorithm 2014/03/10 - 10:07am Slides Predictive Analytics, Predictive Modeling, Algorithms, Scorecard Calibration, Monotone Adjacent Pooling Algorithm, Decision Trees
Combining and Evaluating Probabilistic Forecasts 2014/03/09 - 11:43am Academic Paper Density Forecasts, Probabilistic Logic, Probabilistic Models, Probabilistic Forecasts
Predictivistic Bayesian Forecasting System 2014/03/08 - 10:57am White Paper Predictive Analytics, Bayesian Inference, Forecasting, Combining Density Forecasts, Forecast Evaluation, Predictivism
Graduate Degrees & Online Courses for Data Science and Advanced Analytics - As of March 7, 2014 2014/03/07 - 12:01pm External Course Graduate Degrees, Online Courses, Data Science, Advanced Analytics
Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models 2014/03/07 - 11:59am External Course EM Algorithm, Gaussian Mixture, Hidden Markov Models, Baum-Welch Algorithm
Blown to Bits - Your Life, Liberty, and Happiness After the Digital Explosion 2014/03/06 - 11:22am White Paper Information Privacy Law, Digital Data, Privacy, Personal Identity, Personal Control, Regulation, Digital Technologies, Internet, Free Speech
Metadata Report 2014- Piecing Together a Privacy Solution 2014/03/05 - 10:37am White Paper Privacy, Metadata, Information Privacy Law, General Data Protection Regulation, Regulation, Data Security
Improving Forecasting by Estimating Time Series Structural Components Across Multiple Frequencies - Paper 2014/03/04 - 8:44am Academic Paper Predictive Analytics, Combining Forecasts, Exponential Smoothing, Algorithms, Multiple Aggregation Prediction Algorithm, Temporal Aggregation, Scorecard Calibration, Monotone Adjacent Pooling Algorithm
Improving Forecasting by Estimating Time Series Structural Components Across Multiple Frequencies - Slides 2014/03/04 - 8:41am Slides Predictive Analytics, Forecasting, Time Series, Algorithms, Multiple Aggregation Prediction Algorithm, Temporal Aggregation, Scorecard Calibration, Monotone Adjacent Pooling Algorithm
Agent-based Modeling of a Price Information Trading Business 2014/03/03 - 10:56am Academic Paper Agent-based Model, Intelligent Agents, Multi-Agent System, Computer Simulations, Information Markets
Text Mining with Python 2014/03/03 - 10:51am Slides Text Mining, Python
Druid Data Ingest 2014/03/03 - 10:49am Slides Druid, Data Ingest, Data Aggregation, Real-Time, Exploratory Analytics, Big Data Infrastructure
A Support Vector Machine Approach for Object Based Image Analysis 2014/03/02 - 12:03pm Academic Paper Support Vector Machine, Image Analysis, Remote Sensing, Computational Intelligence, Machine Learning, Object Oriented Classification, Multi-scale Segmentation
Mindsight: How Can We Create a Healthy Mind? 2014/03/01 - 1:06pm Video Brain, Mind, Relationships, Mental Health, Mindsight, Integrated Brain
The Computational Future - Computational Experiments 2014/03/01 - 1:02pm Video Computational Experiments
A New Kind of Science - Computational Experiments 2014/03/01 - 12:58pm Video Computational Experiments
Wolfram Language Introduction 2014/03/01 - 12:54pm Video Wolfram Language, Mathematica, Symbolic Programming Language
Arch-Garch Models - Generalized Autoregressive Conditional Heteroskedasticity Model 2014/03/01 - 12:09pm Academic Paper Finance, Volatility, Arch-Garch Models, Autoregressive Conditional Heteroskedasticity Model, Autoregressive Conditional Duration, Dynamic Factor Models, Heteroskedasticity, High-frequency Data, Temporal Aggregation, VAR
Information Theory, Inference and Learning Algorithms 2014/03/01 - 12:01pm Academic Paper Information Theory, Inference, Learning Algorithms, Algorithms, Probability, Entropy, Neural Networks, Sparse Graph Codes
Evolving Hidden Markov Models For Network Anomaly Detection 2014/03/01 - 11:56am Academic Paper Baum- Weld Algorithm, Hidden Markov Models, Anomaly Detection, Genetic Algorithms, Algorithms, Probabilistic Logic
What Happened to the Quants in August 2007 2014/03/01 - 11:54am Academic Paper Finance, Quantitative Finance, High-frequency Financial Trading, Chaos Theory, Efficient Market Theory, Hedge Funds, Probabilistic Models, Risk Management
Artificial Neural Network Model for Forecasting Foreign Exchange Rate 2014/02/28 - 8:57am Academic Paper Artificial Neural Network, Back propagation Algorithm, Hidden Markov Model, Baum- Weld Algorithm, Sigmoid Activation Function, Foreign Exchange Rate, Finance
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
Theory of Baum-Welch Algorithm and Hidden Markov Models 2014/02/25 - 12:38pm Video Baum-Welch Algorithm, Hidden Markov Models, Algorithms, Markov
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

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