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Online Course

Artificial Intelligence

Gujarat University and CEC via Swayam

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25
Learn Machine Learning and AI - 9 months, online. Columbia Engineering Executive Education via EMERITUS AD

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Overview

Syllabus

COURSE LAYOUT

Week Plan SUBJECT AI   MOOC TITLE Introduction to Artificial Intelligence         Week Title Modules covered in the Week Week 1 Introduction to AI and State space search 1,2,3 Week 2 Introduction to unguided and guided search 4,5,6 Week 3 Problems in search and solutions, Genetic algorithms 7,8 Week 4 Neural Networks, BPNN, learning process in BPNN 9,10,11 Week 5 Some other search methods and Admissibility 12,13,14,15 Week 6 Planning 16,17,18 Week 7 Game Playing 19,20 Week 8 REVISION AND ASSIGNMENT WEEK NONE Week 9 Minimax and other game playing algorithms 21,22,23 Week 10 Using predicate logic for Knowledge Representation 24,25 Week 11 Resolution and non-monotonic reasoning 26,27 Week 12 Strong methods for Knowledge Representation; Fuzzy logic and CD 28,29,30 Week 13 Scripts and Introduction to Expert systems 31,32,33 Week 14 Developing expert systems and Machine learning 34,35,36 Week 15 REVISION, ASSESSMENT and Evaluation NONE

Taught by

Prof. Bhushan Trivedi

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