Artificial Intelligence: Concepts and Techniques

Week by week (official course layout)

1. Week 1: Introduction, Agents
2. Week 2: Problem solving
3. Week 3: Logic and reasoning
4. Week 4: Knowledge based systems, expert systems
5. Week 5: Planning
6. Week 6: Uncertainty, decision theory
7. Week 7: Learning algorithms
8. Week 8: Evolutionary algorithms
9. Week 9: Deep learning
10. Week 10: Deep learning hands-on
11. Week 11: Fuzzy systems, Natural Language processing
12. Week 12: Ethics, Multi-agent systems, applications

Topics as the course page lists them. Weekly assignment due dates are shown only inside the course after a SWAYAM sign-in, so they are not here — check the course page every week.

This course's certificate rule

Average assignment score = 25% of average of best 8 assignments out of the total 12 assignments given in the course. Exam score = 75% of the proctored certification exam score out of 100 Final score = Average assignment score + Exam score Please note that assignments encompass all types (including quizzes, programming tasks, and essay submissions) available in the specific week. YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75. If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100.

As printed on the course page. General rules: NPTEL FAQ.