There are new announcements since your last visit. Please have a look.


RBCDSAI Teaching Fellowship Program - REGISTER NOW !!

Dear Learner,

RBCDSAI Teaching Fellowship Program - REGISTER NOW !!

Link: https://rbcdsai.iitm.ac.in/

RBCDSAI DISTINGUISHED FELLOW COLLOQUIUM: https://rbcdsai.iitm.ac.in/events/rbcdsai-distinguished-fellow-colloquium/
RBCDSAI SEMINAR: https://rbcdsai.iitm.ac.in/events/rbcdsai-seminar-balaji-vasan/
RBCDSAI DISTINGUISHED FELLOW WORKSHOP: https://rbcdsai.iitm.ac.in/events/rbcdsai-distinguished-fellow-workshop/





- NPTEL Team


Introduction to Machine Learning (IITKGP) :Thank you for learning with NPTEL!

Dear Learner,

Thank you for taking the course with NPTEL!!
Hope you enjoyed the journey with us.
The results for this course with exam on Sep 29th have been published and we are closing this course now. 
You will still have access to the contents and assignments of this course, if you click on the course name from the "Mycourses" tab on swayam.gov.in.
The discussion forum is being closed though and you cannot ask questions here.

For any further queries please write to support@nptel.iitm.ac.in.

We are happy to announce that our next set of courses to be offered in Jan 2020 - will be open for enrollment from 18 November 2019 onwards.
Please check the Tentative course list for Jan 2020 in the below link:

- Team NPTEL


LIVE INTERACTIVE SESSION WITH NPTEL COORDINATORS - OCT 23 (WEDNESDAY) 4:30 pm

Dear candidates,

NPTEL Coordinators would like to address all the candidates about this on-going semester, course run, exams, results, etc. 
This LIVE interactive session is meant to clarify any queries you may have.
Please do not ask technical questions about the course content, Assignment, etc. as we will not be able to answer these.

Kindly fill this form with your queries which will be discussed during the LIVE session.
You may ask queries via the chat window during the session.

DAY: OCTOBER 23, 2019 (Wednesday)
TIME: 4:30pm


Link to submit queries/suggestionshttps://forms.gle/AD5tLgGK2oSJxFi98
YouTube Link for Live Sessionhttps://youtu.be/1xKn1vfnJFk

-NPTEL Team


Introduction to Machine Learning (IITKGP) : Results for Sep 29 exams have been published

Dear Learner, 

The results for Sep 29,2019 exams have been published. 
You will be informed via mail and SMS about the release of exam results and e-certificates. 

How to find out if results have been published? 
To check the publishing status of exam scores and e-certificates, click on this link: http://bit.ly/septemberresults 

How to check exam results & e-certificates: 
To check the results & see your e-certificate, go to https://results.nptel.ac.in/ 
Login with the course enrolled e-mail id. 
Clicking on the course name will redirect to the score board. 
Click on Exam Scores - Both the Assignment scores and Exam score will be displayed. 
Final score is the certification score. 
Calculation Logic for each course is provided in the same page. 

Reporting of errors 
For each course, reporting of issues comes with its own deadline (date and time) 
So check the exam score/e-certificate as soon as you receive our notification. 
For any queries, please use this FAQ http://bit.ly/scoringfaq 
If you want to lodge any issues about scores/e-certificates, you may do that in http://bit.ly/scoringerror 

If you are unable to see the scores/e-certificates, please write to nptelexam@nptel.iitm.ac.in

 - NPTEL TEAM


Feedback For Introduction to Machine Learning (IITKGP)

Dear student,

We are glad that you have attended the NPTEL online certification course.

We hope you found the NPTEL Online course useful and have started using NPTEL extensively.

In this regard, we would like to have feedback from you regarding our course and whether there are any improvements, you would like to suggest.
 
We are enclosing an online feedback form and would request you to spare some of your valuable time to input your observations. Your esteemed input will help us in serving you better.


We thank you for your valuable time and feedback.


Thanks & Regards,

-NPTEL Team


Best of Luck for your Exam

Dear Learners,


Best of luck for your examination!



Regards
Course Admin
NPTEL Team



Introduction to Machine Learning - Solution for Week 8 assignment

Dear Learners,


Detailed Solution for assignment 8 is available now in the Course Outline section. Please go through the solution and in case of any doubt post your queries in the forum.


NPTEL Team



Introduction to Machine Learning - Week 1 to 8 Feedback Form

Dear Learners,


Thank you for enrolling to this NPTEL course and we hope you have gone through the contents for this week and also attempted the assignment.

We value your feedback and wish to know how you found the videos and the questions asked - whether they were easy, difficult, as per your expectations, etc

We shall use this to make the course better and we can also know from the feedback which concepts need more explanation, etc.


Please do spare some time to give your feedback - comprises just 5 questions - should not take more than a minute, but makes a lot of difference for us as we know what the learners feel.


Here is the link to the form:https://docs.google.com/forms/d/1Z1y5qWDIyk7xFvS630Das1QmOzq2LdyFCD1kY6j0Ii4/viewform



NPTEL Team



Introduction to Machine Learning - Solution for Week 7 assignment

Dear Learners,


Detailed Solution for assignment 7 is available now in the Course Outline section. Please go through the solution and in case of any doubt post your queries in the forum.


NPTEL Team



Introduction to Machine Learning : Live session feedback

Dear Learner,

We would also like to hear from you after the session. Request you to share your thoughts in the feedback form: https://docs.google.com/forms/d/e/1FAIpQLSf3Oc1IRpDgTI3rzd-KDMixOOQqcVZ-bsTXr5BfhCxqEW41yA/viewform

Learners are encouraged to visit bit.ly/NPTELLIVE for updates on the live sessions.

-NPTEL team


Introduction to Machine Learning : Video recording on Interactive session

Dear All,

There was an interaction session with some of the students for the course.

The video recording is now available in the portal under the last unit "Live session"

Those who are interested can take a look.


-NPTEL Team


Introduction to Machine Learning - Solution for Week 6 assignment

Dear Learners,


Detailed Solution for assignment 6 is available now in the Course Outline section. Please go through the solution and in case of any doubt post your queries in the forum.


NPTEL Team



Introduction to Machine Learning - Week 8 is live now!!

Dear Students


The lecture videos for Week 8 have been uploaded for the course Introduction to Machine Learning. The lectures can be accessed using the following https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=61&lesson=62

The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already).


Assignment for  Week 8 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=61&assessment=88


The assignment has to be submitted on or before  2019-09-25, 23:59 IST.

As we have done so far, please use the discussion forums if you have any questions on this module.


--NPTEL Team



Introduction to Machine Learning : Video recording on Interactive session

Dear Learner,

You can interact LIVE with the Course Instructor Prof Sudeshna SarkarIIT Kharagpur – “Introduction to Machine Learning".

Date: 13.09.2019

Time: 4:00-5:00 PM


Enter your questions you want 
You can interact LIVE with the Course Instructor Prof Sudeshna Sarkar, to answer at: https://docs.google.com/forms/d/e/1FAIpQLScIftJZrAuqmQgeBmqrRAZ8kbz4D3ENgNnhU2kxaZTd009PJQ/viewform

You can also ask your doubts during the session through the chat window... 

We would also like to hear from you after the session. Request you to share your thoughts in the forum. Learners are encouraged to visit bit.ly/NPTELLIVE 
for updates on the live sessions. 

-NPTEL Team


Introduction to Machine Learning - Solution for Week 5 assignment

Dear Learners,


Detailed Solution for assignment 5 is available now in the Course Outline section. Please go through the solution and in case of any doubt post your queries in the forum.


NPTEL Team


Introduction to Machine Learning - Week 7 is live now!!

Dear Students


The lecture videos for Week 7 have been uploaded for the course Introduction to Machine Learning. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=53&lesson=54


The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already).


Assignment for  Week 7 is also uploaded and can be accessed from the following link:  https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=53&assessment=86


The assignment has to be submitted on or before  2019-09-18, 23:59 IST.


As we have done so far, please use the discussion forums if you have any questions on this module.


--NPTEL Team



Introduction to Machine Learning- Week 6 is live now!!

Dear Students


The lecture videos for Week 6 have been uploaded for the course Introduction to Machine Learning. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=45&lesson=46


The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already).


Assignment for  Week 6 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=45&assessment=84

The assignment has to be submitted on or before  2019-09-11, 23:59 IST.


As we have done so far, please use the discussion forums if you have any questions on this module.


--NPTEL Team



Introduction to Machine Learning (IITKGP): Exam Type and Certificate Format

Dear Candidate,

Type of exam: Computer based exam 

You will have to appear at the allotted exam center and produce your Hall ticket and Government Photo Identification Card (Example: Driving License, Passport, PAN card, Voter ID, Aadhaar-ID with your Name, date of birth, photograph and signature) for verification and take the exam in person. You can find the final allotted exam center details in the hall ticket.

The questions will be on the computer and the answers will have to be entered on the computer; type of questions may include multiple choice questions, fill in the blanks, essay-type answers, etc.

The hall ticket will be available for download tentatively around Sep 15 - 25, 2019. We will notify the same through email and SMS.

On-Screen Calculator Demo Link:

Kindly use the below link to get an idea of how the On-screen calculator will work during the exam.

NOTE: Physical calculators are not allowed inside the exam hall.

 FINAL CERTIFICATE:

The final score = 25% assignment score + 75% final certification exam score.

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.

The final score will determine if you will/will not receive a certificate.

1. Final score < 40%: NO certificate.

2. Final score between 40% -59%: Certificate of type "Successfully completing the course".

3. Final score between 60% -74%: Certificate with tag "Elite" printed at the top.

4. Final score between 75% -89%: Certificate with tag "Elite" tag and "Silver medal" printed at the top.

5. Final score of 90% and above: Certificate with "Elite" tag and the "gold medal" printed on it.

-NPTEL Admin


Introduction to Machine Learning - Solution for Week 4 assignment

Dear Learners,


Detailed Solution for assignment 4 is available now in the Course Outline section. Please go through the solution and in case of any doubt post your queries in the forum.


NPTEL Team



Reg: Assignment 2 question no 7

Dear Students,

There is change in answer in assignment 2 question no-7. The re-evaluation will be done shortly. The updated score will be displayed in the Progress tab after re-evaluation.
Sorry for the inconvenience caused.

-NPTEL Team


Introduction to Machine Learning - Week 5 is live now!!

Dear Students


The lecture videos for Week 5 have been uploaded for the course Introduction to Machine Learning. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=36&lesson=37


The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already).


Assignment for  Week 5 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=36&assessment=80


The assignment has to be submitted on or before  2019-09-04, 23:59 IST.


As we have done so far, please use the discussion forums if you have any questions on this module.


--NPTEL Team



Introduction to Machine Learning - Solution for Week 2 & 3 assignment

Dear Learners,


Detailed Solution for assignment 2 & 3 are available now in the Course Outline section. Please go through the solution and in case of any doubt post your queries in the forum.


NPTEL Team


Reg: Assignment 3 question no 9

Dear Students,

There is change in answer in assignment 3 question no 9. The re-evaluation will be done shortly. The updated score will be displayed in Progress tab after re-evaluation.
Sorry for the inconvenience caused.

-NPTEL Team


Reg: Assignment 2 question no 5

Dear Students,

There is change in answer in assignment 2 question no 5. The re-evaluation will be done shortly. The updated score will be displayed in Progress tab after re-evaluation.
Sorry for the inconvenience caused.

-NPTEL Team


Announcement regarding ipynb for Tutorial 1

The first tutorial ipynb has been fixed .  Thanks to Anirban Santara. Please check the same in the link. For all of you having problems installing dependencies, go through this link . This is a new initiative by Google to open public github repos in their colab.


Introduction to Machine Learning - Solution for Week 1 assignment

Dear Learners,


Detailed Solution for assignment 1 is available now in the Course Outline section. Please go through the solution and in case of any doubt post your queries in the forum.


NPTEL Team



Introduction to Machine Learning - Week 4 is live now!!

Dear Students


The lecture videos for Week 4 have been uploaded for the course Introduction to Machine Learning. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=29&lesson=30


The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already).


Assignment for  Week 4 is also uploaded and can be accessed from the following link:https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=29&assessment=77 


The assignment has to be submitted on or before  Wednesday, 2019-08-28, 23:59 IST.


As we have done so far, please use the discussion forums if you have any questions on this module.


--NPTEL Team



Introduction to Machine Learning (IITKGP) : Due date for Assignment 2 Extended!

Dear Learners

Based on requests received, we are extending the deadline of the assignment 2.

Deadline for Assignment 2 has been extended till August 21, 2019 - 23:59 IST

Assignment 1 will close on 14 August 2019 - 23:59 IST, as per the original deadline. 

- NPTEL Team


Introduction to Machine Learning- Week 2 Feedback Form

Dear Learners,


Thank you for enrolling to this NPTEL course and we hope you have gone through the contents for this week and also attempted the assignment.

We value your feedback and wish to know how you found the videos and the questions asked - whether they were easy, difficult, as per your expectations, etc

We shall use this to make the course better and we can also know from the feedback which concepts need more explanation, etc.


Please do spare some time to give your feedback - comprises just 5 questions - should not take more than a minute, but makes a lot of difference for us as we know what the learners feel.


Here is the link to the form: http://nptel.ac.in/noc/nocprofile/super_admin/weekly_feedback/form_login.php



NPTEL Team


Introduction to Machine Learning - Week 3 is live now!!

Dear Students


The lecture videos for Week 3 have been uploaded for the course Introduction to Machine Learning. The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=21&lesson=22


The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already).


Assignment for  Week 3 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=21&assessment=74

The assignment has to be submitted on or before Wednesday, 2019-08-21, 23:59 IST.


As we have done so far, please use the discussion forums if you have any questions on this module.


--NPTEL Team



Introduction to Machine Learning (IITKGP) - Week 2 is live now!!


Dear Students


The lecture videos for Week 2 have been uploaded for the course Introduction to Machine Learning (IITKGP) . The lectures can be accessed using the following link:https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=13&lesson=14


The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already).


Assignment for  Week 2 is also uploaded and can be accessed from the following link: https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=13&assessment=73

The assignment has to be submitted on or before : Wednesday, 2019-08-14, 23:59 IST.


As we have done so far, please use the discussion forums if you have any questions on this module.


--NPTEL Team



Introduction to Machine Learning (IITKGP): Steps to access the assignment through Mobile App

Dear Learners

 Assignments have been released for all courses for week 1. If you are using the mobile app, please ensure you see the assignment link. If you don't, please do the following steps:

Step 1: Go to setting on your android phone
Step 2: Go to the “Apps” in the settings
Step3: You will get a list of apps. Click on Swayam app
Step 4: You will see app info. Go to the storage in the app info
Step 5: Click on clear data and clear cache button.
Step 6: Login again to the SWAYAM app using the credentials used to enroll in the course.


Please note that if the OS version in your Android phone is 6, the content may not show up properly. Kindly refer to the web version to ensure you see all the contents of the week and then proceed to use the app.

 -NPTEL Team


Introduction to Machine Learning - Week 1 assignment is live now!!

Dear Learners,


The assignment for Week 1 for the course Introduction to Machine Learning is made available early for viewing to get an idea about the assignments but the actual start date of the course remains unchanged.

Assignment 1 can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=6&assessment=70

The other Assignment 1 is accessible from the navigation bar to the left under Week 1. Please remember to login into the website to view contents (if you aren't logged in already).


The assignment has to be submitted on or before Wednesday, 2019-08-14, 23:59 IST.


Please use the discussion forums if you have any questions on this module.


Happy Learning!


-NPTEL Team



Introduction to Machine Learning - Week 1 videos are live now!!

Dear Learners,


The videos for Week 1 for the course Introduction to Machine Learning is made available early for viewing to get an idea about the content but the actual start date remains unchanged.

The lectures can be accessed using the following link: https://onlinecourses.nptel.ac.in/noc19_cs52/unit?unit=6&lesson=7

The other lectures in this week are accessible from the navigation bar to the left. Please remember to login into the website to view contents (if you aren't logged in already).


Please use the discussion forums if you have any questions on this module.


Happy Learning!


--NPTEL Team



Introduction to Machine Learning - Assignment-0-RELEASED

Dear Learners,

We welcome you all to this course. The assignment 0 for the course Introduction to Machine Learning has been released. This assignment is based on prerequisite of the course. Kindly note that marks obtained in this assignment will not be considered for the final assessment. You can find the assignment under Week 0 unit on the left-hand side of your screen You can submit the assignment multiple times before the due date. 
The due date of the assignment is Aug 31, 2019, 23:59 hrs.
 All the best !!           

--NPTEL Team


REMINDER 2: Introduction to Machine Learning: REGISTER TODAY - CERTIFICATION EXAM FORM IS NOW OPEN!

Dear Learner, 


Here is the much-awaited announcement on registering for the Sep 2019 NPTEL online certification exam.
 
1.    The registration for the certification exam is open only to those learners who have enrolled in the course.

2.    If you want to register for the exam for this course, login here using the same email id which you had used to enroll to the course in Swayam portal

3.    Till the start date of the course, every Monday and Thursday at 5:00 PMwe will sync the enrollment data on the exam form. If you enroll in between, please wait till the nearest Tuesday/Friday 10:00 AM to register for the exam. Once the enrollment is closed, the enrollment data will be completely loaded and you can register any time.

4.    Date of exam: Sep 29, 2019  
•         Certification exam registration URL is: http://nptelonlinecourses.iitm.ac.in/
•         Choose an exam session: Forenoon: 9.00 AM -12.00 PM; Afternoon: 2.00PM - 5.00 PM
•         Choose from the Cities where exam will be conducted:  list of exam cities
5.    Exam fees:
•         If you register for exam and pay before Aug 19, 10:00 AM, Exam fees will be Rs. 1000/- per exam.
•         If you register for exam before Aug 19, 10:00 AM and have not paid or if you have registered between Aug 19, 10:00 AM & Aug 23, 5:00 PM, Exam fees will be Rs. 1500/- per exam
 
6.    50% fee waiver for following categories:
•         Students belonging to the SC/ST category: please select Yes for the SC/ST option and upload the correct Community certificate
•         Students belonging to the PwD category with more than 40% disability: please select Yes for the option and upload the relevant Disability certificate.
 
7.    Last date for exam registration:  Aug 23, 2019 5:00 PM (Friday).
 
8.    Mode of payment:  Online payment - debit card/credit card/net banking or via SPOC of college (refer to guidelines for “Pay via SPOC” instructions)
 
9.    HALL TICKET: The hall ticket will be available for download tentatively by 2 weeks prior to exam date. We will confirm the same through an announcement once it is published.
 
10. Final score on certificate: 25% of assignment score + 75% of certification exam score.
Award of certificate:  No hard copy of certificate will be printed. The soft copy of certificate will be awarded only to those candidates who register for the exam, attend the certification examination and whose AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100.  Please check the Announcements section of your course for further details on this. 
 
11. FOR CANDIDATES WHO WOULD LIKE TO WRITE MORE THAN 1 COURSE EXAM:- you can add or delete courses and pay separately – till the date when the exam form closes. Same day of exam – you can write exams for 2 courses in the 2 sessions. Same exam center will be allocated for both the sessions.
 
12. Data changes
 
Following are the data that can be changed once the exam form is submitted (Last date for data changes: 23 Aug 2019, 5:00 PM):
•        Data that can be changed in form by candidates themselves: Name, DOB, Address, College name, Photo, Signature, Exam city
•        Data that can be changed by Email request to us : Course selected, exam shift. For changes in these parameters, you may send email to support@nptel.iitm.ac.in giving your Application number, email id and name. 
•        No changes will be entertained in any details after 23 Aug 2019, 5:00 PM.
 
13. LAST DATE FOR CANCELLING EXAMS and getting a refund: 23 Aug 2019, 5:00 PM

14. Click here to view Timeline and Guideline : Guideline

Thanks & Regards,
NPTEL TEAM


Welcome to SWAYAM-NPTEL Online Course - Introduction to Machine Learning

Dear Student

Welcome to SWAYAM-NPTEL Online Courses and Certification!

Thank you for signing up for our online course "Introduction to Machine Learning". We wish you an enjoyable and informative learning experience.

Details regarding the course: 
Name of the course:  Introduction to Machine Learning
Course url: https://swayam.gov.in/nd1_noc19_cs52/preview                    
Course duration : 8 weeks
 
 The course will begin on 29th July 2019. When content is released on the portal, you will get an email alerting you.


CONTENT AND ASSIGNMENTS

  • Every week, about 2.5 to 4 hours of videos containing content by the Course instructor will be released along with an assignment based on this.  Please watch the lectures, follow the course regularly and submit all assessments and assignments before the due date. Your regular participation is vital for learning and doing well in the course. This will be done week on week through the duration of the course.
  • Please do the assignments yourself and even if you take help, kindly try to learn from it. These assignment will help you prepare for the final exams. Plagiarism and violating the Honor code will be taken very seriously if detected during the submission of assignments. 


ANNOUNCEMENT AND DISCUSSION GROUPS TO CLEAR DOUBTS:

  • The announcement group - will only have messages from course instructors and teaching assistants - regarding the lessons, assignments, exam registration, hall tickets etc.    
  • The discussion forum (Ask a question tab on the portal) - is for everyone to ask questions and interact.Anyone who knows the answers can reply to anyone's post and the course instructor/TA will also respond to your queries. Please make maximum use of this feature as this will help you learn much better.
  • If you have any questions regarding the exam, registration, hall tickets, results, queries related to the technical content in the lectures, any doubts in the assignments, etc can be posted in the forum section

TO GET A CERTIFICATE - PROCESS AND CRITERIA:
  • 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: 29th September 2019 ,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 6 assignments out of the total 8 assignments given in the course. 
  • Exam score = 75% of the proctored certification exam score out of 100
  • Final score = Average assignment score + Exam score

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 Kharagpur. It will be e-verifiable at nptel.ac.in/noc.

Only the e-certificate will be made available. Hard copies are being discontinued from July 2019 semester and will not be dispatched.

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


- NPTEL team