Credits: 4 (3-0-2)
Prerequisites: COL106 OR Equivalent
Overlaps with: COL333, COL770, ELL789
Description
Problem solving, search techniques, control strategies, game playing (minimax), reasoning, knowledge representation through predicate logic, rule based systems, semantics nets, frames, conceptual dependency. Planning. Handling uncertainty: probability theory, Bayesian Networks, Dempster-Shafer theory, Fuzzy logic, Learning through Neural nets - Back propagation, radial basis functions, Neural computational models - Hopfield Nets, Boltzman machines. PROLOG programming. Expert Systems, Soft computing, introduction to natural language processing.
Prerequisite Tree
flowchart TD
COL671-190[COL671]
COL106-190 --> COL100-190[COL100]
COL671-190 --> COL106-190[COL106]
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