While Model Trains

Read data blog posts.
Carefully handpicked.
Presented 3 at a time.

Mean Squared Terror

Vincent D. Warmerdam

On the risks associated with blindly relying on GridSearch.

Read it!

Prediction intervals for Random Forests

Ando Saabas

Prediction intervals are commonly used for linear models but are often underused for random forests. Leveraging the fact that a random forest can provide a conditional distribution instead of just the conditional mean makes prediction intervals relatively straightforward to use in this context.

Read it!

How I Beat the Berlin Rental Market With a Python Script

Gianluca Segato

Leveraging web scraping and predictive models to find a good apartment to rent in Berlin.

Read it!