While Model Trains

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

Automated text extraction at Bolt

Francesco Pochetti

A comprehensive explanation of the system implemented at Bolt to extract text from ID documents.

Read it!

It's ML, not magic: simple questions you should ask to help reduce AI hype

Stephen Merity

A series of questions to maintain control over the hype surrounding AI. Always more relevant.

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!