Posts

Predicting Toronto Rent Prices

In this jupyter notebook, we go through an end-to-end machine learning project and build a predictive model for Toronto apartment rent prices.

Space Basketball Probability

A fun probability question from an xkcd comic.

A Simple Dashboard in Flask

Making a simple dashboard with Python, SQL and Flask.

Income From Census Data

In this jupyter notebook we run through a basic prediction task using the Census Income UCI Dataset.

Fitbit Data Exploration Part I

In this jupyter notebook we explore some personal Fitbit data. In this first part, we will walk through the data collection and data cleaning process.

Fitbit Data Exploration Part II

The second part of the Fitbit data exploration project, where we explore some visualisations of the data obtained in part I.