nptel python online course

One of the best online Python course is presented by NPTEL. It is the famous foundation for anyone to start learning programming in Python for free. Although it is a very easy language, you will find a lot of challenges with respect to python courses.
A fun filled whirlwind tour of 30 hrs, covering everything you need to know to fall in love with the most sought after skill of the 21st century. The course brings programming to your desk with anecdotes, analogies and illustrious examples. Turning abstractions to insights and engineering to art, the course focuses primarily to inspire the learner’s mind to think logically and arrive at a solution programmatically. As part of the course, you will be learning how to practice and culture the art of programming with Python as a language. At the end of the course, we introduce some of the current advances in computing to motivate the enthusiastic learner to pursue further directions.

INTENDED AUDIENCE: Any interested audience
PREREQUISITES:         10th standard/high school
INDUSTRY SUPPORT:  Every software company is aware of the potential of a first course in computer science. Especially of a first course in computing, done right.Summary

Course Status :Completed
Course Type :Elective
Duration :12 weeks
Start Date :29 Jul 2019
End Date :18 Oct 2019
Exam Date :17 Nov 2019 IST
Category :Computer Science and Engineering
Credit Points :3
Level :Undergraduate

This is an AICTE approved FDP course
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Course layout

  • Motivation for Computing
  • Welcome to Programming!!
  • Variables and Expressions : Design your own calculator
  • Loops and Conditionals : Hopscotch once again
  • Lists, Tuples and Conditionals : Lets go on a trip
  • Abstraction Everywhere : Apps in your phone
  • Counting Candies : Crowd to the rescue
  • Birthday Paradox : Find your twin
  • Google Translate : Speak in any Language
  • Currency Converter : Count your foreign trip expenses
  • Monte Hall : 3 doors and a twist
  • Sorting : Arrange the books
  • Searching : Find in seconds
  • Substitution Cipher : What’s the secret !!
  • Sentiment Analysis : Analyse your Facebook data
  • 20 questions game : I can read your mind
  • Permutations : Jumbled Words
  • Spot the similarities : Dobble game
  • Count the words : Hundreds, Thousands or Millions.
  • Rock, Paper and Scissor : Cheating not allowed !!
  • Lie detector : No lies, only TRUTH
  • Calculation of the Area : Don’t measure.
  • Six degrees of separation : Meet your favourites
  • Image Processing : Fun with images
  • Tic tac toe : Let’s play
  • Snakes and Ladders : Down the memory lane.
  • Recursion : Tower of Hanoi
  • Page Rank : How Google Works !!

Books and references

NIL

Instructor bio

Sudarshan Iyengar has a PhD from the Indian Institute of Science, Bangalore and is currently working as an Assistant Professor at IIT Ropar and has been teaching this course for the past 4 years.

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 centers.
  • The exam is optional for a fee of Rs 1000/- (Rupees one thousand only).
  • Date and Time of Exams: 17th 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.

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.  (There will be programming assignments, actual split will be announced in week 1)
  • 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 Madras. 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.

Python for Data Science

By Prof. Ragunathan Rengasamy   |   IIT Madras Learners enrolled: 30300https://www.youtube.com/embed/2najYfEgwyM?rel=0The course aims at equipping participants to be able to use python programming for solving data science problems.
INTENDED AUDIENCE : Final Year UndergraduatesPRE-REQUISITES : Knowledge of basic data science algorithmsINDUSTRY SUPPORT : Honeywell, ABB, Ford, Gyan data pvt. Ltd.Summary

Course Status :Completed
Course Type :Elective
Duration :4 weeks
Start Date :18 Jan 2021
End Date :12 Feb 2021
Exam Date :21 Mar 2021 IST
Enrollment Ends :01 Feb 2021
Category :Computer Science and EngineeringArtificial IntelligenceData Science
Credit Points :1
Level :Undergraduate

This is an AICTE approved FDP course
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Course layout

Week 1:
BASICS OF PYTHON SPYDER (TOOL)
• Introduction Spyder• Setting working Directory• Creating and saving a script file• File execution, clearing console, removing variables from environment, clearing environment• Commenting script files• Variable creation• Arithmetic and logical operators• Data types and associated operations
Week 2:

Sequence data types and associated operations
•        Strings
•        Lists
•        Arrays
•        Tuples
•        Dictionary
•        Sets
•        Range

NumPy
•        ndArrayWeek 3:
Pandas dataframe and dataframe related operations on Toyota Corolla dataset

  1. Reading files
  2. Exploratory data analysis
  3. Data preparation and preprocessing

Data visualization on Toyoto Corolla dataset using matplotlib and seaborn libraries

  1. Scatter plot
  2. Line plot
  3. Bar plot
  4. Histogram
  5. Box plot
  6. Pair plot

Control structures using Toyota Corolla dataset

  1. if-else family
  2. for loop
  3. for loop with if break
  4. while loop

Functions

Week 4: CASE STUDY

Regression

  1. Predicting price of pre-owned cars

Classification

  1. Classifying personal income

Books and references

1. Introduction to linear algebra – by Gilbert Strang 2. Applied statistics and probability for engineers – by Douglas Montgomery 3. Mastering python for data science, Samir Madhavan

Instructor bio

Profile photo

Prof. Ragunathan Rengasamy

IIT MadrasPrior to joining IIT Madras as a professor, Prof.Rengaswamy was a professor of Chemical Engineering and Co-Director of the Process Control and Optimization Consortium at Texas Tech University, Lubbock, USA. He was also a professor and associate professor at Clarkson University, USA and an assistant professor at IIT Bombay. His major research interests are in the areas of fault detection and diagnosis and development of data science algorithms for manufacturing industries.

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: 21 March 2021 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 3 assignments out of the total 4 assignments given in the course. 
• Exam score = 50% of the proctored certification exam score out of 100
• Final score = Average assignment score+ Unproctored Exam Score + Exam score

YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF AVERAGE ASSIGNMENT SCORE >=10/25 AND
UNPROCTORED EXAM SCORE >=10/25 AND EXAM SCORE >= 20/50. 

• If one of the 3 criteria is not met, you will not get the certificate even if the Final score >= 40/100.
Both Proctored and Unproctored exam is mandatory to get a certificate.

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 Madras .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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