Courses

• COL 772 (Spring'24): Graduate course on 'Natural Language Processing'.
• COL 333/671 (Autumn'23): Undergraduate (and Graduate Bridge) course on 'Artificial Intelligence'.
• COL 772 (Spring'23): Graduate course on 'Natural Language Processing'.
• COL 772 (Autumn'22): Graduate course on 'Natural Language Processing'.
• COV 884 (Spring'22): Graduate module on 'Advanced NLP'.
• COL 772 (Autumn'21): Graduate course on 'Natural Language Processing'.
• COL 106 (Spring'21): Undergraduate course on 'Data Structures'.
• COL 772 (Autumn'20): Graduate course on 'Natural Language Processing'.
• COL 873 (Spring'20): Graduate course on 'Advanced NLP'.
• COL 333/671 (Autumn'19): Undergraduate (and Graduate Bridge) course on 'Artificial Intelligence'.
• COL 772 (Spring'19): Graduate course on 'Natural Language Processing'.
• COL 333/671 (Autumn'18): Undergraduate (and Graduate Bridge) course on 'Artificial Intelligence'.
• COL 772 (Spring'18): Graduate course on 'Natural Language Processing'.
• COV 884 (Spring'18): Graduate module on 'Uncertainty in AI'.
• COL 106 (Autumn'17): Undergraduate course on 'Data Structures'.
• COL 864 (Spring'17): Graduate course on 'Advanced NLP: Information Extraction, Question Answering, Dialog'.
• COL 333/671 (Autumn'16): Undergraduate (and Graduate Bridge) course on 'Artificial Intelligence'.
• COL 772 (Spring'16): Graduate course on 'Natural Language Processing'.
• COL 333/671 (Autumn'15): Undergraduate (and Graduate Bridge) course on 'Artificial Intelligence'.
• CSL 333/671 (Spring'15): Undergraduate (and Graduate Bridge) course on 'Artificial Intelligence'.
• CSL 772 (Autumn'14): Graduate course on 'Natural Language Processing'.
• CSL 333/671 (Spring'14): Undergraduate (and Graduate Bridge) course on 'Artificial Intelligence'.
• CSE P573 (Autumn'12): Professional Masters Course on 'Applications of Artificial Intelligence'.
• CSE 573 (Spring'12): Graduate course on 'Artificial Intelligence'.
• CSE 590AI & Yahoo! ML Lunch (Winter'12): 'Advanced Tutorials in ML & AI' Seminar Series.
• CSE P573 (Winter'11): Professional Masters Course on 'Applications of Artificial Intelligence'.
• CSE 590AI (Winter'09): 'Tutorials in Advanced AI' Seminar Series.
• CSE 590AI (Fall'08): 'Current Research in AI' Seminar Series.
• CSE 590AI (Fall'07): 'The Future of AI' Seminar Series.

Lecture Videos

• Uninformed Search
• Heuristic Search
• Local Search
• Constraint Satisfaction
• Knowledge Representation, Logic and Satisfiability
• Advanced Satisfiability
• Decision Theory
• Markov Decision Processes
• Basics of Probability
• Bayesian Networks Representation and Semantics
• Variable Elimination for Bayesian Networks
• Approximate Inference in Bayesian Networks
• Learning in Bayesian Networks
• Reinforcement Learning
• Monte-Carlo Planning
• Agents and Wrapup