This repository contains supplementary code to sit alongside articles written for Towards Data Science.
| No. | Project | Overview |
|---|---|---|
| 1 | Data Science Project Template | An example project template based on Cookiecutter Data Science template useful when creating a python program. This project is supplmentary to a new article on Towards Data Science. |
| 2 | Logistic Regression with Categorical Variables | A supplementary Jupyter notebook to my article on Medium detailing the application of logisitic regression with reference categories with categorical data and finally, how to interpret odds ratios. |
| 3 | Text Classifier (supervised ML) | A supplementary Jupyter notebook to my article on Medium demonstrating my process for building a text classifier using a traditional supervised machine learning approach. |
| 4 | Spotify Top Songs | Short exploratory data analysis from an open source dataset looking at what drives song popularity, of which I use linear regressions and invistigate how the distribution of variables over time. |
Enjoy :)