CSE — Artificial Intelligence & Machine Learning — Semester 5 Question Papers

All subjects, exam patterns, and previous year mid-term and end-sem question papers for DSU Semester 5.

Subjects (2)

21AI51 • 4 Credits

Foundations of Machine Learning

Linear & Logistic Regression, Decision Trees (ID3/C4.5 Entropy & Information Gain), SVM (Kernel Trick), Naive Bayes Classifier, and Evaluation Metrics (ROC-AUC, Precision/Recall/F1).

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21AI52 • 3 Credits

Artificial Intelligence & Search Algorithms

Uninformed Search (BFS, DFS, Uniform Cost), Informed Search (A*, Greedy Best-First), Game Playing (Minimax, Alpha-Beta Pruning), and Constraint Satisfaction Problems.

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