BSc Data Science SEM IV 2022 2023 March 2023 DS ARTIFICIAL INTELLIGENCE Question Paper - Mumbai University | munotes

Questions asked in this paper

1. Q1 Attempt the foll owing (At { What is Al? What ed with AI? 15 marks
   • b. What is Agent? Explait
   • c. What is Structure of an]
   • d. Write a short note on fou
   • e. Give PEAS description for Medical Diagnosis System
   • f. Explain properties of Task e i =
2. Q2 Attempt the following Thr = [15
   • a. Explain uniform cost
   • b. Write short note on Min-Max sea Write a short note on A* search. Also exp: n conditions for optimality of A
   • d. Explain Map Coloring
   • e. Explain Depth First Search
   • f. Explain N-Queens problem vith 4 Queens example
3. Q3 Attempt the following (Any Three) [ 15 marks
   • a. Explain Propositional Logic
   • b. Explain First Order Predicate Logic
   • c. Write note on syntax and semantics
   • d. Explain the concept of Resolution
   • e. Compare Forward chaining and Backward chaining State and explain example of forward chaining algorithm Attempt the following (Any Three)
   • a. Explain condition Probability and Joint Probability
   • b. Write note on Bayesian Network
   • c. What is Belief Network?
   • d. Write short note on Uncertainty?
   • e. Explain Bayes’ Theorem
   • f. Explain Sequential Decision problem
4. Q5 Attempt the following (Any Three) [15
   • a. Explain Types of Learning
   • b. What do you mean by Deep Learning?
   • c. Explain the concept of Support Vector Machine
   • d. Explain Decision Tree with Example
   • e. Explain Artificial Neural Network
   • f. Explain theory of Learning

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