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IIT Delhi Free Artificial Intelligence Course for Students | IIT Certificate -Register Now

IIT Delhi Free Artificial Intelligence Course for Students | IIT Certificate -Register Now

The course introduces the 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. It describes a variety of models such as search, logic, Bayes nets, and MDPs, which can be used to model a new problem. It also teaches many first algorithms to solve each formulation. The course prepares a student to take a variety of focused, advanced courses in various subfields of AI.

INTENDED AUDIENCE   : Undergraduate students in computer science

PREREQUISITES   : Data Structures, Probability

INDUSTRY SUPPORT    : Most software companies

Course layout

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

Course certificate

The course is free to enroll 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 centres.
The exam is optional for a fee of Rs 1000/- (Rupees one thousand only).
Date and Time of Exams: 24 April 2022


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