The objective of the course is to present an overview of artificial intelligence (AI) principles and approaches. Develop a basic understanding of the building blocks of AI as presented in terms of intelligent agents: Search, Knowledge representation, inference, logic, and learning.
The objective of the course is to present an overview of artificial intelligence (AI) principles and approaches. Develop a basic understanding of the building blocks of AI as presented in terms of intelligent agents: Search, Knowledge representation, inference, logic, and learning. Students will implement a small AI system in a team environment. The knowledge of artificial intelligence plays a considerable role in some applications students develop for courses in the program.
- Scope of AI: Games, theorem proving, natural language processing, vision, expert systems, AI techniques-search knowledge.
- Problem Solving: State space search; Production systems, search space control: depth-first, breadth-first search, heuristic searches: Hill climbing, best-first search, branch and bound, Problem Reduction, Constraint Satisfaction End, Means-End Analysis.
- Knowledge Representation: Predicate Logic: Unification, modus pones, resolution, and dependency directed backtracking.
- Rule based Systems: Forward reasoning: Conflict resolution, backward reasoning: use of no backtrack.
- Expert Systems: Need and justification for expert systems, knowledge acquisition, Case studies.
- Structured Knowledge Representation: Semantic Nets, slots, default frames, conceptual dependency, and scripts.
- Handling uncertainty: Non-Monotonic Reasoning, Probabilistic reasoning, and use of certainty factors.
- Learning: Concept of learning, learning automation, genetic algorithm, learning by inductions, neural nets.
- Knowledge discovery in database.
- Lectures 1
- Timing 11am-1pm
- Hours 2-3hours
- Skill level Basics
- Language English,hindi
- Students 15000+
- Assessments Yes
Global Institute Of Inforamyion Security
I am really happy with your service, it is exceptional, Web Design Enterprise is just great. When I have a question they answer it at once, they have more than an outstanding customer service. After having a bad experience with my old Web Designer Company, I would say that Web Design Enterprise people are very professional and their knowledge is incredible, they also solve problems very fast, I am impressed. I recommend Web Design Enterprise to all my customers, friends and clients.