Pinned

1. online-purchase-propensity online-purchase-propensity Public

   In progress. Modeling shopper purchase propensity for a ficticious online retail website.

   Jupyter Notebook

2. game-ab-testing game-ab-testing Public

   A/B testing impact of progression system changes on player retention / interaction. Non-parametric hypothesis testing and power transformations for non-normally distributed data.

   Jupyter Notebook

3. retail-rfm-analysis retail-rfm-analysis Public

   Recency, Frequency, and Monetary Value (RFM) analysis and customer segmentation for transactional data. Unsupervised cluster learning to delineate customer types.

   Jupyter Notebook 1 1

4. dask-emnist-classification dask-emnist-classification Public

   Dask-parallelized project, contrasting GaussianNB and LightGBM models for EMNIST handwritten character classification.

   Jupyter Notebook

5. mnist-svm-tuning mnist-svm-tuning Public

   Optimizing LinearSVC models trained on the MNIST Handwritten Digits dataset, includes ensemble methods and bayesian optimization.

   Jupyter Notebook

6. multiclass-perceptron-boundaries multiclass-perceptron-boundaries Public

   Quick visualization of linear decision boundaries for a scratch-implemented perceptron classifier. Model evaluates loss function with each weight / bias update and will store away best performing p…

   Jupyter Notebook