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Symbolic Machine Learning-I

3 Credit Hour Course

Prerequisite:   None

Introduction, Supervised and Unsupervised learning in prepositional logic, Induction of decision trees, Noise and over-fitting issues, Minimum description length principle, Conceptual clustering, Version space, Nearest neighbor classifier, Genetic algorithm, Computational learning theory, Neural network and Fuzzy logic.

Department of Computer Science and Engineering, ECE building, Palashi, Dhaka, Bangladesh. The Department is part of the Faculty of Electrical and Electronic Engineering at the Bangladesh University of Engineering & Technology. No part or content of this website may be copied or reproduced without permission of the department authority. Contact with questions or comments on this page.  [Development Credits]