ML Machine Learning

list of questions

List of question and appearances as 2023-06-06: Question Appearances Topic Describe and co...

linear models for regression

Questions Describe and compare Ridge regression and LASSO algorithms to solve linear regression p...

linear models for classification

Questions Describe the Perceptron model and how it is trained. (1) The Perceptron algorithm is an...

bias-variance, model selection and model ensembles

Questions Describe the PCA technique and what it is used for. (3) Principal Component Analysis (P...

learning theory

Questions Explain what is the VC dimension of a hypothesis space and what it is used for. (6) As ...

kernel methods

CS480/680 Lecture 11: Kernel Methods Questions from past exams Give the definition of valid k...

Markov Decision Processes

Questions Describe the properties of the Bellman operators. (1) ... Describe the policy iteration...

reinforcement learning

Questions Describe and compare Q-learning and SARSA. (4) Describe the difference between on-polic...