CSE 6th Sem Syllabus Nagpur University

Can you provide me the syllabus of 6th Sem of CSE or Computer Science Engineering in Nagpur University as my exams are near by and I need it for preparation of the exams?

[Shaleen]

The syllabus of 6th Sem of CSE or Computer Science Engineering in Nagpur University is as follows:

UNIT‐I:
Introduction: What is AI? History & Applications, Artificial intelligence as representation &
Search, Production system, Basics of problem solving: problem representation paradigms, defining problem as a state space representation, Characteristics.

UNIT‐II:
Search Techniques: Uninformed Search techniques, InformedHeuristic Based Search, Generate and test, Hill-climbing, Best-First Search, Problem Reduction, and Constraint Satisfaction.

UNIT‐III:
Knowledge representation: Knowledge representation Issues: First order logic, Predicate
Logic, Structured Knowledge Representation: Backward Chaining , Backward Chaining , Resolution ,Semantic Nets, Frames, and Scripts, Ontology.

UNIT‐IV:
Uncertainty: Handing uncertain knowledge, rational decisions, basics of probability, axioms of probability, Baye’s Rule and conditional independence , Bayesian networks , Exact and
Approximate inference in Bayesian Networks, Fuzzy Logic .

UNIT‐V:
Learning: What is learning?, Knowledge and learning, Learning in Problem Solving, Learning from example, learning probabilistic models, Formal Learning Theory

UNIT‐VI:
Expert Systems: Fundamental blocks, Knowledge Engineering, Knowledge Acquisition,
Knowledge Based Systems, Automated Reasoning, Understanding Natural language

CSE 6th Sem Syllabus Nagpur University