Artificial Intelligence Syllabus in Hindi
OVERVIEW OF AI
- What is Artificial Intelligence?
- Philosophy of AI
- Goals of AI
- What Contributes to AI?
- Programming Without and With AI
- What is AI Technique?
- Applications of AI
- History of AI
INTELLIGENT SYSTEMS
- What is Intelligence?
- Types of Intelligence
- What is Intelligence Composed of?
- Difference between Human and Machine Intelligence.
RESEARCH AREAS OF AI
- Real Life Applications of Research Areas
- Task Classification of AI
AGENTS AND ENVIRONMENTS
- What are Agent and Environment?
- Agents Terminology
- Rationality
- What is Ideal Rational Agent?
- The Structure of Intelligent Agents
- The Nature of Environments
- Properties of Environment
POPULAR SEARCH ALGORITHMS
- Single Agent Pathfinding Problems
- Search Terminology
- Brute-Force Search Strategies
- Informed (Heuristic) Search Strategies
- Local Search Algorithms
FUZZY LOGIC SYSTEMS
- What is Fuzzy Logic?
- Why Fuzzy Logic?
- Fuzzy Logic Systems Architecture
- Example of a Fuzzy Logic System
- Application Areas of Fuzzy Logic
- Advantages of FLSs
- Disadvantages of FLSs
NATURAL LANGUAGE PROCESSING
- Components of NLP
- Difficulties in NLP
- NLP Terminology
- Steps in NLP
- Implementation Aspects of Syntactic Analysis
EXPERT SYSTEMS
- What are Expert Systems?
- Capabilities of Expert Systems
- Components of Expert Systems
- Knowledge Base
- Inference Engine
- User Interface
- Expert Systems Limitations
- Applications of Expert System
- Expert System Technology
- Development of Expert Systems: General Steps
- Benefits of Expert Systems.
ROBOTICS
- What are Robots?
- What is Robotics?
- Difference in Robot System and Other AI Program
- Robot Locomotion
- Components of a Robot
- Computer Vision
- Tasks of Computer Vision
- Application Domains of Computer Vision
- Applications of Robotics
NEURAL NETWORKS
- What are Artificial Neural Networks (ANNs)?
- Basic Structure of ANNs
- Types of Artificial Neural Networks
- Working of ANNs
- Machine Learning in ANNs
- Bayesian Networks (BN)
- Applications of Neural Networks
AI ISSUES
TERMINOLOGY
एक टिप्पणी भेजें
0 टिप्पणियाँ