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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery
English	Self Study	Video and Text Based

Course Overview

Data Science has enabled many industries and organisations to make better business decisions by providing useful insights and information. Hence, this exciting branch of science can be used to test new techniques, theories and models. Python for Data Science online programme is an undergraduate-level course that falls under Computer Science and Engineering, Artificial Intelligence and Data Science categories.

The Python for Data Science course curriculum has been curated by the prestigious IIT Madras faculty and delivered by Prof. Ragunathan Rengasamy. Also, the certification has been designed as a four-week-long course that will be divided into several modules. It will teach you the basics of the Python programming language and how it can be used to solve data science problems.

Furthermore, the course will equip you with skills to use Python and data science which are extremely important and valuable today. You will learn through video lectures and will be given regular weekly assignments during the tenure. When you finish all the modules in the Python for Data Science certification course, you further obtain a certificate by qualifying the eligibility criteria.

The Highlights

Computer Science and Engineering
Offered by IIT Madras
Offline certification exam
Artificial Intelligence course
Short-term programme
Four-week duration
Elective programme
Course in Data Science
Four weekly Assignments
Verified e-certificate
AICTE approved programme

Programme Offerings

Computer Science and Engineering
Offered by IIT Madras
Artificial Intelligence
Free Enrolment
E-certificate
Data Science course
short term course
Ongoing course
Four-week duration
video lectures
Regular weekly assignments
FDP course

Courses and Certificate Fees

Fees Informations	Certificate Availability	Certificate Providing Authority
INR 1000	yes	IIT Madras (IITM)

Python for Data Science certification programme is free to enroll and does not charge for the course material either. You simply have to pay for the certification exam if you want the e-verified certificate.

Python for Data Science fee structure

Course Option	Fee
Python for Data Science: Enrolment only	FREE
Python for Data Science (Certification exam fee)	Rs. 1000

Eligibility Criteria

To enrol in the Python for Data Science certification by Swayam, you must have a basic knowledge of data science algorithms.

Furthermore, to qualify for the Python for Data Science certificate, you require an average assignment score of 10/25 or more as it constitutes 25% of the final score. Students should have a minimum of 10/25 in the unproctored exam and a minimum exam score of more than 20 out of 50. The final score is the sum of the average assignment score, exam score, and unproctored exam score.

Lastly, the final score must be more than 40/100. Failure to fulfill any of the three conditions will mean you will not get the certificate.

What you will learn

Knowledge of PythonData science knowledgeKnowledge of NumpyVisualisation skills

The Python for Data Science programme by Swayam will introduce you to the following topics:

Basics of Python language
Data structures
Numpy library
Pandas data frames
Visualisation
Data science case studies

Who it is for

Python for Data Science by Swayam is aimed at students in their final year of graduation.

Admission Details

Step-I: Read the Python for Data Science certification course details here: https://onlinecourses.nptel.ac.in/noc23_cs99/preview

Step-II: Choose the Sign-in/Register icon at the top corner of the page.

Step-III: Fill in the details and log in using your Swayam account or your Facebook/Google/Microsoft social IDs. You can also sign up for a new Swayam account.

Step-IV: Enter a suitable username, a valid password, and your email address to create the account.

Application Details

Join the Python for Data Science online programme by logging in to your existing Swayam account or create a new learning account. Provide your email address, and choose a username and password to create an account. Swayam will verify your email address by sending a verification code.

You can also log in using your existing social IDs for websites like Facebook/Microsoft and Google.

The Syllabus

Basic 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

Sequence data types and associated operations

Sets
Strings
Lists
Tuples
Arrays
Range
Dictionary

NumPy

NdArray

Pandas dataframe and data frame-related operations on Toyota Corolla dataset

Data preparation and pre-processing
Reading files
Exploratory data analysis

Data visualisation on Toyota Corolla dataset using matplotlib and seaborn libraries

Pair plot
Line plot
Scatter plot
Box plot
Bar plot
Histogram

Control structures using Toyota Corolla dataset

If-else family
For loop
While loop
For loop with if break

Functions

Regression

Predicting price of pre-owned cars

Classification

Classifying personal income

Evaluation process

The proctored examination is held after the course is completed. It is a written exam that is held in person in multiple exam centres. To register, you must fill an online registration form and pay the exam fee. The Python for Data Science certification exam will be conducted in two different time slots on a date prescribed online. More details will be provided once the exam form is released.