AI & MLRecommendedAIML-PGM-006

Hidden Markov Models

A hidden Markov chain emitting observations: filtering, smoothing, and Viterbi decoding.

Difficulty
3 / 5
Importance
4 / 5
Study time
1–2 h
Kind of work
Mixed

Why it matters

The learner can run the forward algorithm on a short observation sequence and decode the most likely hidden path with Viterbi.

The route to this topic

Route AIML-PGM-006