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Python for Data Science : Thank you for learning with NPTEL!
Python for Data Science : Results for Nov 16 exams have been published
Dear Learner,
The results for Nov 16,2019 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: https://docs.google.com/spreadsheets/d/e/2PACX-1vQ81rBXI69SXTHpf7900CWJRb8mMdort4RmTjYC_XTu1nNZAPBSL22yIBynMlOd3BqXO1ldUFdOXUqT/pubhtml?urp=gmail_link
How to check exam results & e-certificates:
If you have taken the exam, your score and e-certificate is now available at https://nptel.ac.in/noc/
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/NOV16-17FAQ
If you are unable to see the scores/e-certificates, please write to noc@nptel.iitm.ac.in
- NPTEL TEAM
Feedback For Python for Data Science
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.
The link to give your feedback is: https://docs.google.com/forms/d/18MbUglETI9H29ANrEgSni8etZCktt7MBSxcwEbBaS_E/viewform
We thank you for your valuable time and feedback.
Thanks & Regards,
-NPTEL Team
Python for Data Science : Best of luck for your Exam !

Python for Data Science : Non Proctored Exam(Nov 8) session 1 (10am - 1pm)
Dear Participants,
The question will be available under the tab "Non Proctored Exam(Nov 8) session 1 (10am - 1pm)" in the course outline section.
First Session: 10:00 AM to 01:00 PM (3 hours Duration) Here are the direct links:
Link : https://onlinecourses.nptel.ac.in/noc19_cs59/unit?unit=81&assessment=82
- If you encounter any issues during the exam, please write to noc19-cs59@nptel.iitm.ac.in
All the very best!
Thanks.
NPTEL Team.
Python for Data Science : Non Proctored Exam(Nov 8) session 2 (8pm-11pm)
Dear Participants,
The question will be available under the tab "Non Proctored Exam(Nov 8) session 2 (8pm-11pm)" in the course outline section.
Second Session: 08:00 PM to 11:00 PM (3 hours Duration) Here are the direct links:
Link : https://onlinecourses.nptel.ac.in/noc19_cs59/unit?unit=83&assessment=85
- If you encounter any issues during the exam, please write to noc19-cs59@nptel.iitm.ac.in
All the very best!
Thanks.
NPTEL Team.
NPTEL - 16th November 2019 Hall ticket Released !
Dear Candidate
Links to download the hall ticket / admit card:
Click here to download your hall ticket - https://results.nptel.ac.in/
OR
https://cdn3.digialm.com:443//
Please Note:
- The Admit Card must be presented for verification along with one original govt issued photo identification (not photocopy or scanned copy).
- Acceptable photo identification documents are College ID, Employee ID, Driving License, Passport, PAN card, Voter ID, Aadhaar-ID.
- Printed copy of hall ticket and original photo ID card should be brought to the exam centre.
- Hall ticket and ID card copies on the phone will not be permitted.
- Please read the instructions that are given on the hall ticket before coming to the exam.
- Click Here to view the candidate instructions and code of conduct
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.
https://tcsion.com/
IMPORTANT:
Change of shift, course, exam center, exam city will not be done. What's mentioned in your Hall-ticket is final.
NPTEL Team wishes you the very best for the certification exam!
Warm Regards,
NPTEL Team
Python for Data Science: Online non proctored exam
The non-proctored exam is open to all participants who have enrolled for the course and hence registration is not required. Kindly find below some important details about the exam:
- Pattern for non-proctored exam will be similar to that of assignments of this course
- Exam will be conducted through the NPTEL portal and you can login and take up the exam
- You can take up the non-proctored exam from home or from any convenient location and hence there will be no need for a hall ticket
- There is no fee for this exam
- Date of exam: 8th Nov, 2019
- Choose an exam session : 10:00 AM to 1:00 PM or 8:00 PM to 11:00 PM
- % split for assignments- 25% (Average of best 3 assignments will be considered)
- % split for end exam- 75% (50% from proctored exam + 25% from non proctored exam)
- Total marks allotted for proctored exam= 100
- Total marks allotted for non-proctored exam= 50
PYTHON FOR DATA SCIENCE: EXAM QUERIES
Dear Participants
We have been getting queries regarding - the proctored, non-proctored exam. Kindly check the announcement page for any clarification regarding the exams.
Python for Data Science : Exam Type and Certificate Format
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/suggestions: https://forms.gle/AD5tLgGK2oSJxFi98
YouTube Link for Live Session: https://youtu.be/1xKn1vfnJFk
Thank you.
-NPTEL Team.
Python for Data Science : Assignment 4 solutions are live now !!
Dear Learner,
Assignment 4 solutions are available in course page kindly go through it .
Link : https://onlinecourses.nptel.ac.in/noc19_cs59/unit?unit=69&lesson=80
Thank you,
-Nptel Team
Python for Data Science : LAST REMINDER FOR REGISTERING FOR NOV EXAM - LAST 4 DAYS LEFT!
Exam registration URL is: https://examform.nptel.ac.in/
Login here using the same email id which you had used to enroll in the course in Swayam portal.
Thank you for your support and understanding
REMINDER for Exam Registration:Python for Data Science
Dear Learner
Exam form is open now.
New Certification exam registration URL is: https://examform.nptel.ac.in/
Login here using the same email id which you had used to enroll to the course in Swayam portal.
Recommended: Use the Desktop/Laptop with Chrome private browser - incognito window - to access the form.
PLEASE NOTE:
- If you are filling up the form the first time, please fill the first 4 pages with care- ensure ALL fields are entered and correct information is given.
- Ensure a good quality photo - in passport size taken in studio is uploaded.
- The signature should be clear and uploaded in horizontal style.
If you are getting a payment error:
- Go to the Course Details tab.
- Delete all courses.
- Add the courses again.
- Click on View Cart.
- Check if details are ok and click on Preview and Checkout.
- Fill the captcha, read the conditions and proceed to Pay".
Exam fees:
• If you register for the exam and pay before Oct 3, 10:00 AM, Exam fees will be Rs. 1000/- per exam.
• If you register for the exam before Oct 3, 10:00 AM and have not paid or if you register between Oct 3, 10:00 AM & Oct 7, 5:00 PM, Exam fees will be Rs. 1500/- per exam.
LAST DATE FOR REGISTERING FOR NOV 16/17 EXAMS: Oct 7, 2019.
FDP Certificate:
We will publish a separate form for FDP Certificate, please wait for the announcement from us to pay for FDP certificate.
IMPORTANT NOTE:
1. For the users paid before 5th September 2019. Check if your previously entered details are displayed correctly in the exam form and save your profile. Your photo & sign will not be displayed for the time being
2. Payment Receipts will be available in the login once after the registration is closed. (After Oct 10, 2019)
In case of queries, please write to support@nptel.iitm.ac.in.
Thank you for your support and understanding
- NPTEL team.
Python for Data Science: Assignment 4- extension of deadline
Python for Data Science : Assignment 3 solutions
Dear Learner,
Assignment 3 solutions are available in course page ,kindly go through it.
Link : https://onlinecourses.nptel.ac.in/noc19_cs59/unit?unit=33&lesson=79
Thank you.
-Nptel Team
Assignment 3 & 4- extension of deadline
Dear Participants
Deadlines for Assignment 3 and Assignment 4 have been extended. Please find the updated dates below.
Assignment 3- 23rd September 23:59 PM
Assignment 4- 30th September 23:59 PM
Python for Data Science: Assignment 3-Q1 Clarification
Dear Participants,
In Assignment 3, Q1 there should not be any space in between underscore (_) and words (csv, excel). Please find below the correct options for your reference.
1. The command used for reading a text file in python is: -
- read_csv
- read_table
- read_excel
- both a and b
Python for Data Science: Final Exam
You can take the test from a location convenient for you. You can use the Spyder interface from your laptop.
The pattern of exam will be similar to that of assignments given in this course.
Date of non-proctored exam : 8th Nov, 2019
Python for Data Science: Assignment 3 data sets.
Dear Participants,
We have been getting queries on the datasets required for the week 3 assignment. For your kind attention, the link is provided to download the dataset along with the question itself. Kindly click the link to download the dataset.
For example:
From the given dataset ‘mtcars.csv’, plot a histogram to check the frequency distribution of the variable ‘mpg’ (Miles per gallon). The interval having the highest frequency is: -
Create a frequency table (one-way table) for the variable “cut” from the dataset “diamond.csv”. What is the frequency for the cut type “Ideal”?
Read the given data “churn.csv” and save it as a dataframe called churn, and answer the questions from 13 to 18
The datasets used in the lecture videos will only be available under Datasets link.
Week 4 Feedback : Python for Data Science
Python for Data Science: EXAM FORM IS UP - REGISTER TODAY!
Dear Learner
Exam form is open now.
New Certification exam registration URL is: https://examform.nptel.ac.in/
Login here using the same email id which you had used to enroll to the course in Swayam portal.
Exam fees:
• If you register for the exam and pay before Oct 3, 10:00 AM, Exam fees will be Rs. 1000/- per exam.
• If you register for the exam before Oct 3, 10:00 AM and have not paid or if you register between Oct 3, 10:00 AM & Oct 7, 5:00 PM, Exam fees will be Rs. 1500/- per exam.
Registration deadlines are being extended until Oct 7, 2019.
FDP Certificate:
We will publish a separate form for FDP Certificate, please wait for that to hear from us.
IMPORTANT NOTE:
1. For the users registered/paid before 5th September 2019. We have your registration completed with all details captured. We will enable you to check/make payment in a few days, maximum before Sep 24, 2019. So do not worry.
2. Always use chrome browser to log in and register for the exam.
3. Payment Receipts will be available in the login once after the registration is closed. (After Oct 8, 2019)
4. Pay via SPOC is not currently enabled, hence fill the form and submit and contact your college coordinator
5. Old Exam Registration URL will not work.
In case of queries, please write to support@nptel.iitm.ac.in.
Thank you for your support and understanding.
- NPTEL team.
Python for Data Science : Week 4 is live now!!
Python for Data science
Python for Data Science : Supporting Material for Week 4
Dear Learners,
Supporting Materials for Week 4 is Available now.
-NPTEL Team.
Python for Data Science : Assignments 1 & 2 are live now !!!
Dear Learner,
Assignments 1 & 2 solutions are available in course page kindly go through it.
Assignment 1 : https://onlinecourses.nptel.ac.in/noc19_cs59/unit?unit=8&lesson=66
Assignment 2 : https://onlinecourses.nptel.ac.in/noc19_cs59/unit?unit=18&lesson=67
Thank you
-Nptel Team
Python for Data science
Dear Participants,
Following questions will be reevaluated
For assignment 1 - Question number 5 and 18
Assignment 2- Question number 12
Updated solutions are available in the portal for your reference.
Once reevaluated scores will be changed in the progress tab.
Thanks for your patience!
Python for Data Science: Lecture slides
Dear Participants,
The PDF of lecture slides for all 3 weeks is available under respective weeks for your reference.
Python for Data Science: Datasets for week 3
Dear Participants,
The datasets used in the week 3 lectures have been uploaded under Week 3=> Datasets for your reference.
Python for Data science
Dear Students,
NPTEL team is facing an issue in the registration.They are working on it.Once the issue is resolved we will post an announcement.
Sorry for the inconvenience!
Assignment 1- Q2 Clarification
Dear Participants
The quotes on options have been added to enhance readability. Please remove the quotes to try out the options.
Regards
TA Team
Python for Data Science : Week 3 is live now!!
Python for Data Science : Assignment 0 solutions live now!!
Dear Learners,
Assignment 0 solutions are available in course page .Kindly go trough it.
Link : https://onlinecourses.nptel.ac.in/noc19_cs59/unit?unit=7&lesson=32
Thank you
-Nptel Team
Python for Data Science : Week 2 is live now!!
Assignment 0- Q9 Clarification
Dear Participants
The changes have been updated in the portal.
Regards
TA Team
Python for Data Science : Week 1 is live now!!
Assignment 0
Dear Participants
Assignment 0 that has been uploaded tests only the fundamentals of programming. Therefore any programming language can be used to solve the questions.
Regards
TA Team
Python Setup guide
Dear Learners,
We have uploaded the Python setup guide under week 0 for your reference. Kindly install Python and keep it ready to use it for the course.
Python for Data Science_Queries regarding payment or registration issue
Dear Learners,
In case of any queries regarding registration and payment issues, kindly send email to support@nptel.iitm.ac.in giving your Application number, email id and name. The support team will help you resolving the issue.
In Python for Data Science course forum, kindly post any queries regarding the course content, assignments, videos and other related queries.
Python for Data Science : Assignment 0 released
REMINDER 2: Python for Data Science : REGISTER TODAY - CERTIFICATION EXAM FORM IS NOW OPEN!
Dear Learner,
Welcome to SWAYAM-NPTEL Online Courses and Certification! - Python for Data Science
Welcome to SWAYAM-NPTEL Online Courses and Certification!
- 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.
- 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
- 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: 16th November 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.