While Model Trains

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

"Just get some labelled data"

Neal Lathia

"This is just a small ode to the folks who spend countless hours on the toil that is 'just' getting some labelled data."

Read it!

From both sides now: the math of linear regression

Katherine Bailey

A journey starting from the standard formulation of linear regression, moving on to the probabilistic approach, and then progressing to Bayesian linear regression.

Read it!

Minimizing the Negative Log-Likelihood, in English

Will Wolf

"Why are you calling it the negative log-likelihood?"

Read it!