IT-504 (A) Artificial Intelligence Notes
5 notes for Artificial Intelligence, unit by unit.
Notes for IT-504 (A)
- Unit 1 · Short notes Introduction and Search Techniques Meaning and definition of artificial intelligence · Production systems · Characteristics of production systems · Breadth‑first search (BFS) · Depth‑first search (DFS) · Hill‑climbing search
- Unit 2 · Short notes Knowledge Representation Knowledge representation · Problems in representing knowledge · Propositional logic · Predicate logic · Comparison of propositional and predicate logic · Resolution
- Unit 3 · Short notes Probabilistic Reasoning and Fuzzy Logic Probabilistic reasoning · Bayes' theorem · Semantic networks · Scripts · Schemas · Frames
- Unit 4 · Short notes Game Playing, Planning and Natural Language Processing Game‑playing techniques · Minimax procedure · Alpha‑beta pruning · Planning · Block‑world problem in robotics · Introduction to natural language processing
- Unit 5 · Short notes Learning and Neural Networks Introduction to learning · Various learning techniques · Introduction to neural networks · Applications of neural networks · Common‑sense reasoning · Examples of expert systems
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- IT-503 (C) Object Oriented Analysis and Design
- IT-504 (B) E Commerce & Governance
- IT-504 (C) Java Programming
- IT-505 Advanced Java Lab