Course module
Paper 2 | Unit 10 | Artificial Intelligence — NTA-UGC-NET Paper - 2
- Lessons
- 240
- Duration
- 19 hr 12 min
- PYQs
- 185
- Practice
- 129
6% of this course's PYQ weight is covered in this module.
Syllabus index
Lessons in this module
Approaches to AI
Foundations and Evolution of AI
Philosophical and Theoretical Approaches to AI
Problem Representation in AI
Search Algorithms
Uninformed Search Strategies
Fundamentals of Heuristic Search
Best First Search
A* Search Algorithm
AO* and Branch-Based Search
Local Search Fundamentals
Advanced Local Optimization Techniques
Game Playing
Introduction of Game Playing
Puzzle-Based State Space Search
Minimax Search Algorithm
Alpha-Beta Pruning Technique
- Alpha-Beta Pruning TechniquePdf
- Alpha- Beta PruningDrm Video
- Working of Alpha- Beta PruningDrm Video
- Practice question on Alpha- Beta Pruning_4Drm Video
- Practice question on Alpha- Beta Pruning_3Drm Video
- Practice question on Alpha- Beta Pruning_2Drm Video
- Practice question on Alpha- Beta Pruning_1Drm Video
- Practice question on Alpha- Beta PruningDrm Video
- Practice question on AI PropertiesDrm Video
Constraint Satisfaction Problem
Knowledge Representation
Foundations of Knowledge Representation
Logical Reasoning Principles
Normal Forms and Logical Transformation
Inference Mechanisms in First Order Logic
Structured Knowledge Representation Models
Script-Based Knowledge Representation
Planning
Fundamentals of Planning
State-Space Planning Approaches
Non-Linear and Plan-Space Planning
Planning Challenges and Anomalies
Hierarchical Planning Techniques
Multi Agent Systems
Foundations of Intelligent and Rational Agents
Task Environment Classification
Environment Complexity Dimensions
Agent Architecture and Program Types
Knowledge Sharing and Coordination
Fuzzy Sets
Fundamentals of Fuzzy Sets
Definitions and Operations
Fuzzy Arithmetic and Membership Functions
T-Norms and S-Norms
Fuzzy Relations and Composition
Fuzzy Systems and Inference Models
Natural Language Processing
Introduction to Natural Language Processing
NLP Processing Stages
Discourse and Context Integration
Artificial Neural Networks
Introduction to Artificial Neural Networks
Perceptron and Activation Functions
Multi-Layer Perceptron and Backpropagation
Neural Network Architectures
Training of Hopfield Networks
Unsupervised Learning and Clustering
Genetic Algorithms
Fundamentals of Genetic Algorithms
Genetic Operators: Crossover and Mutation
Module lessons
Previous-year questions
PYQ collectionPYQ Questions4 questionsPYQ collectionPYQ Questions5 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions10 questionsPYQ collectionPYQ Questions3 questionsPYQ collectionPYQ Questions2 questionsPYQ collectionPYQ Questions10 questionsPYQ collectionPYQ Questions3 questionsPYQ collectionPYQ Questions3 questionsPYQ collectionPYQ Questions3 questionsPYQ collectionPYQ Questions24 questionsPYQ collectionPYQ Questions2 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions3 questionsPYQ collectionPYQ Questions6 questionsPYQ collectionPYQ Questions2 questionsPYQ collectionPYQ Questions14 questionsPYQ collectionPYQ Questions4 questionsPYQ collectionPYQ Questions4 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions6 questionsPYQ collectionPYQ Questions5 questionsPYQ collectionPYQ Questions2 questionsPYQ collectionPYQ Questions9 questionsPYQ collectionPYQ Questions31 questionsPYQ collectionPYQ Questions5 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions2 questionsPYQ collectionPYQ Questions9 questionsPYQ collectionPYQ Questions3 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions5 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions11 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions4 questionsPYQ collectionPYQ Questions8 questionsPYQ collectionPYQ Questions3 questionsPYQ collectionPYQ Questions5 questionsPYQ collectionPYQ Questions7 questionsPYQ collectionPYQ Questions28 questionsPYQ collectionPYQ Questions5 questionsPYQ collectionPYQ Questions5 questionsPYQ collectionPYQ Questions5 questionsPYQ collectionPYQ Questions11 questionsPYQ collectionPYQ Questions13 questionsPYQ collectionPYQ Questions7 questionsPYQ collectionPYQ Questions5 questionsPYQ collectionPYQ Questions1 questionsPYQ collectionPYQ Questions42 questionsPYQ collectionPYQ Questions3 questionsPYQ collectionPYQ Questions4 questionsPYQ collectionPYQ Questions4 questionsPYQ collectionPYQ Questions11 questionsPYQ collectionPYQ Questions185 questions
Explore the course
- Course Overview
- Paper 2 | Unit 2 | Computer System Architecture
- Paper 2 | Unit 8 | Theory of Computation and Compilers
- Paper 2 | Unit 9 | Data Communication and Computer Networks
- Paper 2 | Unit 4 | Database Management Systems
- Paper 2 | Unit 7 | Data Structures and Algorithms
- Paper 2 | Unit 1 | Discrete Structures and Optimization
- Paper 2 | Unit 5 | System Software and Operating System
- Paper 2 | Unit 3 | Programming Languages and Computer Graphics
- Paper 2 | Unit 6 | Software Engineering
- Live Classes
- Full Mock Test (UGC NET)
- Previous Year Papers
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