Exam Questions
-
Question 1: Regression
-
Discuss linear regression and classification
-
-
Question 2: HMMs
-
Discuss HMMs, how the likelihood of a sequence of observations can found, how the most likely sequence of underlying hidden states can be found, and how to select model parameters.
-
-
Question 3: Clustering
-
Discuss K-means and hiearchical clustering.
-
-
Question 4: Neural Networks
-
Discuss feed-forward neural networks.
-