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Starts 6 June 2025 18:12
Ends 6 June 2025
Artificial Intelligence: Concepts and Techniques
NPTEL
125 Courses
12 weeks
Optional upgrade avallable
Intermediate
Progress at your own speed
Free Online Course
Optional upgrade avallable
Overview
ABOUT THE COURSE:
Artificial Intelligence is found being increasing used nowadays to carry out tasks which used to be done by humans manually. This is a post graduate level course which teaches about the terminology and techniques employed in Artificial Intelligence.
This covers concepts such as general problem solving, logic and reasoning, machine learning and deep learning, generative AI, and planning. Topics like genetic algorithms and swarm intelligence are also covered.
Some AI programming languages like Lisp, Prolog and CLIPS are taught with assignments being covered in these languages. Practical applications like web-based agents, mobile agents, and negotiating agents are covered.
Philosophical and ethical considerations are also discussed.INTENDED AUDIENCE:
Instructors and students of academic institutes, employees in IT sector especially working in the Artificial Intelligence fieldPREREQUISITES:
Bachelors degree in engineering, MCA, M.Sc.(Maths)INDUSTRY SUPPORT:
Industries working on Artificial Intelligence
Syllabus
- Introduction to Artificial Intelligence
- General Problem Solving Techniques
- Logic and Reasoning
- Machine Learning
- Deep Learning
- Generative AI
- Planning and Decision Making
- Evolutionary Computation
- AI Programming Languages
- Applications of AI Agents
- Philosophical and Ethical Considerations
- Practical Assignments and Project Work
- Industry Trends and Case Studies
Taught by
Prof. V. Susheela Devi
Subjects
Computer Science