Good teaching is one-fourth preparation and three-fourths theater.
-- Gail Godwin
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
Lecture Videos of NPTEL AI Course (recorded in 2019)
Lecture Videos of UW Course (recorded in 2012):
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