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Fuzzy Sets, Logic and Systems & Applications

By Prof. Nishchal Kumar Verma   |   IIT Kanpur
Learners enrolled: 2157   |  Exam registration: 183
ABOUT THE COURSE:
The course is designed to give a solid grounding of fundamental concepts of fuzzy logic and its applications. The level of the course is chosen to be such that all students aspiring to be a part of computational intelligence directly or indirectly in near future should get these concepts.

INTENDED AUDIENCE : UG, PG Students, industry professionals, researchers etc.

Summary
Course Status : Upcoming
Course Type : Elective
Language for course content : English
Duration : 12 weeks
Category :
  • Electrical, Electronics and Communications Engineering
Credit Points : 3
Level : Undergraduate/Postgraduate
Start Date : 20 Jan 2025
End Date : 11 Apr 2025
Enrollment Ends : 27 Jan 2025
Exam Registration Ends : 14 Feb 2025
Exam Date : 27 Apr 2025 IST

Note: This exam date is subject to change based on seat availability. You can check final exam date on your hall ticket.


Page Visits



Course layout

Week 1: Introduction and Fuzzy Sets Theory
Week 2: Membership Functions
Week 3: Set Theoretic Operations
Week 4: Fuzzy Arithmetic
Week 5: Fuzzy Relations
Week 6: Fuzzy Inference Systems I
Week 7: Fuzzy Inference Systems II
Week 8: Wang and Mendel Model
Week 9: TSK Model
Week 10: Fuzzifiers and Defuzzifiers
Week 11: ANFIS Architecture
Week 12: Fuzzy Systems and Machine Learning

Books and references

1. Ross, T. J. (2005), “Fuzzy logic with engineering applications,” John Wiley & Sons.
2. J.-S. R. Jang, C.-T. Sun, and E. Mizutani, “Neuro-Fuzzy and Soft Computing” Prentice Hall.

Instructor bio

Prof. Nishchal Kumar Verma

IIT Kanpur
Dr. Nishchal Kumar Verma is a Professor in the Department of Electrical Engineering at the Indian Institute of Technology Kanpur. He has received several awards, including the Smt. Lata and K.G. Karandikar Faculty Chair Professor (2024), the Teaching Excellence (2024), the prestigious research fellowship from UNEC, Azerbaijan (2023), a research fellowship from University of Tennessee, Memphis, USA (2022, 2010), and the Devendra Shukla Young Faculty Research Fellowship (2013). Dr. Verma specializes in the theoretical developments of Artificial Intelligence, Machine Learning, and Deep Learning, applying these concepts to Electrical Engineering and various interdisciplinary fields. His research areas include Large Language Models, Intelligent Instrumentation, Control, Automation, Computer Vision, Prognosis and Health Management of Machines, Bioinformatics, and Cyber-Physical Systems, among others. Dr. Verma and his team have developed several AI-based technologies for the BOEING Company, USA, and organized numerous national and international workshops, conferences, seminars, brainstorming sessions, and short-term courses. He has published over 270 research papers in reputable peer-reviewed journals and conferences and has authored, co-authored, or edited six books. He has successfully completed a significant number of research projects funded by various agencies, including The BOEING Company, DST, DRDO, MHRD, MeitY, CSIR, IIT Kanpur, MCIT, SFTIG, and VTOL etc. With over 20 years of experience in the fields of Artificial Intelligence and Machine Learning, Dr. Verma serves as an Associate Editor for key publications, including IEEE Transactions on Artificial Intelligence (2020-2024), IEEE Transactions on Neural Networks and Learning Systems (2019-2024), and IEEE Computational Intelligence Magazine (2015-2020).

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: April 27, 2025 Morning session 9am to 12 noon; Afternoon Session 2pm to 5pm.
Registration url: Announcements will be made when the registration form is open for registrations.
The online registration form has to be filled and the certification exam fee needs to be paid. More details will be made available when the exam registration form is published. If there are any changes, it will be mentioned then.
Please check the form for more details on the cities where the exams will be held, the conditions you agree to when you fill the form etc.

CRITERIA TO GET A CERTIFICATE

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.

Certificate will have your name, photograph and the score in the final exam with the breakup.It will have the logos of NPTEL and IIT Kanpur .It will be e-verifiable at nptel.ac.in/noc.

Only the e-certificate will be made available. Hard copies will not be dispatched.

Once again, thanks for your interest in our online courses and certification. Happy learning.

- NPTEL team


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