IIT Delhi is inviting applications for 12 weeks course on AI
IIT Delhi is offering a 12 weeks free online course on Artificial Intelligence. 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.
Who can Apply?
Undergraduate students in computer science can apply for this course.
What all you will get to learn in IIT Delhi Free Course on AI?
- Philosophy of AI, Definitions
- Modeling a Problem as Search Problem, Uninformed Search
- Heuristic Search, Domain Relaxations
- Local Search, Genetic Algorithms
- Adversarial Search
- Constraint Satisfaction
- Propositional Logic & Satisfiability
- Uncertainty in AI, Bayesian Networks
- Bayesian Networks Learning & Inference, Decision Theory
- Markov Decision Processes
- Reinforcement Learning
- Introduction to Deep Learning & Deep RL
Duration: 12 weeks Start Date: 24 Jan 2022 End Date: 15 April 2022
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 them in person at any of the designated exam centers. The exam is optional for a fee of Rs 1000/-
How to Apply?
Eligible & eligible candidates can apply through NPTEL website.
For more details regarding the course, please go through the official notification.
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