Machine Learning Experiments Done Right

A detailed guideline for designing machine learning experiments that produce reliable, reproducible results.

Linear Regression

A straightforward explanation of the linear regression model: how it is defined, how it is optimized, and when to use it.

Neural Networks

A simple explanation of neural networks: their definition, optimization, and use cases.

Visualization: European Mobility in 2020

An interactive custom visualization of European mobility in 2020 using d3.js.