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  1. PredictingWaterPumps PredictingWaterPumps Public

    Predicting non-functional water pumps with a random forest classifier trained on features from numerical and categorical data.

    Jupyter Notebook

  2. ABTesting ABTesting Public

    Comparing test scores between groups and estimating uncertainty in differences with Bayesian methods.

    Jupyter Notebook 1 1

  3. Housing Housing Public

    Predicting housing prices from categorical and numerical data with gradient boosted regression trees.

    Jupyter Notebook 1 1

  4. WineDrinkers WineDrinkers Public

    Recommending wines with matrix factorization and segmenting wine drinkers with k-means clustering.

    Jupyter Notebook 4 3

  5. GeneExpression GeneExpression Public

    Statistical analysis of gene expression data with multiple comparison tests in R.

    R 1

  6. RobberiesTimeSeries RobberiesTimeSeries Public

    Forecasting monthly armed robberies in Boston with an ARIMA model.

    Jupyter Notebook 2