EM for a Mixture of Bernoullis

hard
Unit 23 · Classification III0/0 to milestone

Binary data (e.g. which features a user clicked) can be clustered with a mixture of multivariate Bernoullis: each cluster kk has weight πk\pi_k and per-feature probabilities μkd\mu_{kd}.

Pro problem

Unlock this and every premium problem across all tracks — plus hidden-test grading, advanced AI engineering modules and new content every week.

Start 7-day free trial
solution.py · Python 3.13
Run your code to see results. ⌘↵ to run · ⌘⇧↵ to submit
EM for a Mixture of Bernoullis · TechGradify