IIT Delhi FREE online course on the Artificial Intelligence
An Introduction to Artificial Intelligence
IIT Delhi
Overview
IIT Delhi has invited the application for the online FREE course on the An Introduction to Artificial Intelligence by Swayam portal. Interested candidates can apply for this online course. This is a 12-week online course. The course introduces a variety of concepts in the field of artificial intelligence. It discusses the philosophy of AI, and how to model a new problem as an AI problem.
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Eligibility
The following candidates can apply for this course,
Undergraduate students in computer science
Topics
The following topics will be covered in this online course on AI,
- Week 1 :Introduction: Philosophy of AI, Definitions
- Week 2: Modeling a Problem as Search Problem, Uninformed Search
- Week 3: Heuristic Search, Domain Relaxations
- Week 4: Local Search, Genetic Algorithms
- Week 5: Adversarial Search
- Week 6: Constraint Satisfaction
- Week 7: Propositional Logic & Satisfiability
- Week 8: Uncertainty in AI, Bayesian Networks
- Week 9: Bayesian Networks Learning & Inference, Decision Theory
- Week 10:Markov Decision Processes
- Week 11:Reinforcement Learning
- Week 12:Introduction to Deep Learning & Deep RL
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PREREQUISITES
The prerequisites for this online course are, Data Structures, Probability
Certificate
The course is free to enroll in and learn from. But if you want a certificate, you have to register and write the proctored exam conducted by us in person at any of the designated exam centers.