IIT Delhi online courses for students in association with NPTEL are now available. IIT Delhi online course certification will be provided at the end of course.
IIT Delhi online courses are designed, keeping in mind the rate of growth in the IT industry. The online course is a joint initiative by seven IITs - IIT Bombay, IIT Delhi, IIT Guwahati, IIT Kanpur, IIT Kharagpur, IIT Madras, and IIT Roorkee, along with the Indian Institute of Science (IISc). IIT Delhi online courses cover all the major industries, from computer architecture and operating systems to artificial intelligence.
Table of Contents
- IIT Delhi AI Online Course
- Course Structure and Eligibility
- IIT Delhi Other Online Courses
Artificial Intelligence Online Course from IIT Delhi
IIT Delhi is encouraging applications for a free online course on artificial intelligence with the National Programme on Technology Enhanced Learning (NPTEL). With every industry becoming dependent on AI systems, the course is intended to learn and understand artificial intelligence's basics and its effect on every sector.
IIT Delhi AI Online Course Important Dates
|Last Date of Enrolment||January 25th, 2021|
|Start of Course||January 18th, 2021|
|End of Course||April 9th, 2021|
|Exam Date||April 25th, 2021|
AI Online Course Structure and Eligibility
The IIT Delhi online course on artificial intelligence has a duration of 12 weeks. Professor Mausam will be conducting the course, an affiliate faculty member at the University of Washington, Seattle, and an Associate Professor of the Computer Science department at IIT Delhi.
The curriculum is designed to learn basic AI concepts as per the industry standards and learn how to resolve issues using AI algorithms. The course will describe multiple models such as logic, search, Bayes nets, and MDPs. It also explains many fundamental algorithms to solve each formulation.
- Week 1: Introduction to AI and Definitions
- Week 2: Modeling a Problem - Search Problem and 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 and Satisfiability
- Week 8: Uncertainty in AI, Bayesian Networks
- Week 9: Bayesian Networks Learning and Inference, Decision Theory
- Week 10: Markov Decision Processes
- Week 11: Reinforcement Learning
- Week 12: Introduction to Deep Learning & Deep R
Anyone can enroll in this free online course on Artificial Intelligence. However, it is an undergraduate computer science level course. Students with prior knowledge of computer science, data structures, and probability will benefit from this free online course on Artificial Intelligence.
Also, people willing to pursue Psychology, Research, Neuroscience, and are interested in the Robotics industry, or wish to pursue Neuroscience in AI as their career must get enrolled in this course.
How to Obtain a Certificate?
Certificates will be rewarded to the participants based on their performance in the exam, and the average assignment score. To be eligible for certification, one must score a minimum average of 10 marks in the assignment and 35 out of 75 in the exam.
Though the course provided by IIT Delhi is free, one must pay INR 1000 to take the exam. The certificate will only be sent in the form of e-certificate, and no hard copy will be provided.
Other Online Courses
There is a wide range of subjects available under IIT Delhi online courses. For the list of courses and detailed information, Click Here.