Semester 44 CreditsReg 2021Code: 21CSC207J
Artificial Intelligence
Artificial Intelligence covers problem-solving agents, heuristic search, knowledge representation, inference engines, probabilistic reasoning, machine learning foundations, and AI ethics under SRMIST Regulation 2021.
Verified Papers
5
SRMIST Historical Exams
Exam Questions
156
Cataloged & Structured
Syllabus Units
5
Authoritative Taxonomy
Curriculum Scope
Active
SRMIST B.Tech Reg 2021
Assessment Architecture & Syllabus Scope
Cycle Test 1 (Formative Test 1)CT1
Evaluates syllabus Units 1 & 2.
Covers foundational concepts from Units 1 and 2.
Cycle Test 2 (Formative Test 2)CT2
Evaluates syllabus Units 3 & 4.
Covers intermediate applications from Units 3 and 4.
Semester University ExaminationEndSem
Evaluates syllabus Units 1 through 5.
Covers comprehensive syllabus across Units 1 through 5.
Syllabus Units & Topics
Authoritative SRMIST curriculum breakdown organized by unit and topic.
Curriculum Units (5 Units)
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Foundations and State of Artificial Intelligence
Intelligent Agents and Environment Types
Problem Formulation and State Space Representation
Toy Problems: 8-Puzzle, Water Jug and Missionaries-Cannibals
Real World Problems: Travelling Salesperson Problem and Route Finding
Uninformed Search: BFS, DFS and Depth-Limited Search
Uniform Cost Search and Cheapest Path
Heuristic Search: Greedy Best-First Search and Heuristic Functions
A* Search Algorithm and Optimality
Local Search and Optimization: Hill Climbing and Simulated Annealing
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