Question: Exercise 1 (Machine Learning) Short Answer Questions: (2-4 points with 2 examples). a). What is Unsupervised Learning? Give an example. b). Give 3 differences between

Exercise 1 (Machine Learning) Short Answer Questions: (2-4 points with 2 examples).

a). What is Unsupervised Learning? Give an example. b). Give 3 differences between classification and regression. c) What is Empirical Risk Minimization? Explain Inductive Bias d). What is Non-Uniform Learnability? e). What are the approaches for Model selection? f) Give the definition of Learning via Uniform Convergence.

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