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1. Time-Series-Forecasting Time-Series-Forecasting Public

   Code to 1) scrap wikipedia page view counts, and to 2) conduct time series analysis with GAM

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2. numsense numsense Public

   Accompanying R scripts for tutorials in our new data science book, Numsense!

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3. Self-Organizing-Map Self-Organizing-Map Public

   Layman's tutorial to train and fit an SOM. Iterative changes to SOM grid visualized for conceptual understanding.

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4. EM-Simulation EM-Simulation Public

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   R simulation of the expectation–maximization (EM) algorithm for k-means clustering. Plots each iterative step until convergence.

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5. Random-Forests Random-Forests Public

   Layman's tutorial to Random Forests, and how it can help us to predict the probability of a goal in football, with applications ranging from performance appraisal to match-fixing detection

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6. Word-Embeddings Word-Embeddings Public

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