Artificial Intelligence (BAD402) VTU Notes – 4th Semester 2022 Scheme
Mastering Artificial Intelligence (AI) is crucial for students under the VTU 2022 Scheme. Whether you are studying AI & Machine Learning or Data Science, having structured notes for the BAD402 course is the key to scoring high in your semester-end exams (SEE).
Below, you can find unit-wise PDF notes, syllabus copies, and important questions tailored for the latest VTU curriculum.
???? Download VTU AI Notes (BAD402) – 2022 Scheme
- Module 1: Introduction to AI & Intelligent Agents https://searchcreators.org/search_blog/
- Topics: History of AI, Foundations, PEAS Specification, and Agent Structures.
- Module 2: Problem Solving & Search Strategies https://searchcreators.org/search_blog/
- Topics: State Space Search, BFS, DFS, A Search, and Heuristic Functions.*
- Module 3: Adversarial Search & Logical Agentshttps://searchcreators.org/search_blog/
- Topics: Game Playing (Minimax, Alpha-Beta Pruning) and Propositional Logic.
- Module 4: First-Order Logic (FOL) & Inference https://searchcreators.org/search_blog/
- Topics: Syntax and Semantics of FOL, Unification, and Forward/Backward Chaining.
- Module 5: Uncertain Knowledge & Probabilistic Reasoning https://searchcreators.org/search_blog/
Topics: Bayes' Rule, Probability Notation, and the Wumpus World revisited.
???? AI Syllabus & Model Question Papers
To understand the weightage of each module, refer to the official VTU documents:
- Official BAD402 Syllabus: https://searchcreators.org/search_blog/
- Model Question Paper (2022 Scheme):https://searchcreators.org/search_blog/
???? Key Topics to Study for Exams
Based on the BAD402 Model Paper, focus on these high-scoring areas:
- PEAS Specification: Be ready to write the PEAS for an "Automatic Taxi" or "Medical Diagnosis System."
- *A Search:** Practice the numerical steps, including maintaining the Open and Closed lists.
- Alpha-Beta Pruning: Expect a diagram-based question on pruning branches in a game tree.
- Bayes' Theorem: A mandatory numerical problem often appears in Module 5 regarding probability calculations.
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