Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
Introduction to Soft Computing certification course will help the candidates learn about the approach to computing. The candidates will be learning about the applications so that they are able to understand the learning properly. The different operators and their introduction will be given to the candidates before they start with the topic.
The aspirants will be learning all the attributes in it in an easy manner. All the learning materials have been provided with the course, the candidates can access them anytime. Several terminologies have been repeatedly covered so the aspirants are clear on those.
Introduction to Soft Computing certification will help the candidates shine bright with the learning they will acquire here. The learning offered also covers some of the high-level concepts which prepare the candidates for higher studies in the topic. The certification is of value to the student or trainers who want any kind of industry exposure.
The Highlights
- Lessons will be imparted for 8 weeks
- Training is of the elective type
- Verified course by IIT Kharagpur
- AICTE approved
- Certified course
- The level is undergraduate or postgraduate
Programme Offerings
- End-term exam
- quizzes
- Sessions
- Forums
- assignments
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Kharagpur |
- The candidates need not pay any amount for registering in this programme.
- If the aspirant wants a certificate, they must pay Rs.1000 as the end-term exam fees.
Introduction to Soft Computing fees detail
Fees Category | Amount in Rs. |
Certification fees | Free |
Eligibility Criteria
Certification Qualifying Details
The Introduction to Soft Computing certification course comprises different materials. The assignment is one of them, during the course the candidates will be coming across different assignments for every module. There are 12 assignments. The average score will be calculated by adding the total 8 assignments where the candidates have scored the best. The students must have a minimum score of 25% on the assignment.
For the candidates who want certification, they need to appear for a final proctored examination. The candidates must achieve a minimum of 75% marks in the final examination. Even though the candidate scores 75% but fails to get the assignment mark they will not be eligible for the certification in the Introduction to Soft Computing certification syllabus.
What you will learn
The candidates will be offered an introduction to GA operators and the various types in it.
- The Introduction to Soft Computing certification will impart learning on the controller as well as funny logic controller types.
- The aspirants will be learning about the various operations on the sets of fuzzy.
- During the course, the students will also be acquiring skills on the several applications of ANN.
- The students will be educated about the techniques of defuzzification.
- The candidates will be taught how to come up with a quick solution in a real-time scenario.
- The aspirants taking the course will have the opportunity to work on small projects in the course.
- The students will be learning regarding the operators and how it is differentiated from the others.
- The Introduction to Soft Computing online course offers learning in the methodologies used to interact with several operators.
- The course includes all the topics needed in the industries today for having an efficient output.
Who it is for
The candidates of the following categories can enroll in the Introduction to Soft Computing by Swayam.
- The students of CSE, IT, EE, ECE, CE, and ME can register for the course and gain skills.
- If the aspirants want a certificate in this domain, they can take the course.
Admission Details
Introduction to Soft Computing training can be successfully registered by the students through these steps.
Step 1: The candidates need to select the link and open it in chrome or any other browser.
https://onlinecourses.nptel.ac.in/noc21_cs11/preview.
Step 2: An icon with “SIGN IN/REGISTER” written on the top of it can be seen.
Step 3: The students need to click here so that they are able to sign in or register.
Step 4: If the aspirant is new to the platform, register on the account.
Step 5: The candidates can use their Google, Facebook, or Microsoft account.
Step 6: The candidates must sign in if they already have an account.
Step 7: All the details must be filled in by the aspirants for the successful registration process.
Step 8: If the candidates have enrolled successfully they will receive the update through the mail for the Introduction to Soft Computing online course.
The Syllabus
- Introduction to Soft Computing
- Introduction to Fuzzy logic
- Fuzzy membership functions
- Operations on Fuzzy sets
- Fuzzy relations
- Fuzzy propositions
- Fuzzy implications
- Fuzzy inferences
- Defuzzification Techniques-I
- Defuzzification Techniques-II
- Fuzzy logic controller-I
- Fuzzy logic controller-II
- Solving optimization problems
- Concept of GA
- GA Operators: Encoding
- GA Operators: Selection-I
- GA Operators: Selection-II
- GA Operators: Crossover-I
- GA Operators: Crossover-II
- GA Operators: Mutation
- Introduction to EC-I
- Introduction to EC-II
- MOEA Approaches: Non-Pareto
- MOEA Approaches: Pareto-I
- MOEA Approaches: Pareto-II
- Introduction to ANN
- ANN Architecture
- ANN Training-I
- ANN Training-II
- ANN Training-III
- Applications of ANN
Evaluation process
The final score obtained in the course is a sum of the marks obtained in the internal tests and the final-term proctored examination. The final-term proctored examination contributes 75 marks out of the final score of 100. Swayam announces the exam dates, designated venue, and other relevant information on their course portal.
Swayam conducts the test in two sessions, namely: morning and afternoon. A fixed fee is applicable for those sitting for the exam.
Instructors
IIT Kharagpur Frequently Asked Questions (FAQ's)
The course will continue for 8 weeks, the candidates can watch the learning sessions whenever they have time.
The candidates cannot download the learning materials, whereas they can access them anytime.
The candidates will just get an e-certificate by paying Rs. 1000 prior to the end-term exam.
The candidates can know about the tutor on the website.
The candidates can know about the syllabus, and the different topics covered by visiting the website.
The candidates must pay the fees before they give the exam, once the process is completed then only they will be allowed to give the exam.
There are a total of 12 assignments and the candidate needs to submit all of them.
The sessions will be conducted online; all the learning materials are present in the course.
No, there are no prerequisites for enrolling in the training.
There is a small project where candidates will have the opportunity to apply their learning in Introduction to Soft Computing certification benefits.