Pinned Loading

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 2 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