Essentials of Data Science with R Software - 1: Probability and Statistical Inference
Draw the right conclusions to data analysis with the Essentials of Data Science with R Software- 1: Probability and Statistical Inference certification course.
Online
12 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
The Essentials of Data Science with R Software- 1 program is the first course of the Data Science essentials series that focuses on studying statistical inferences and probability. It lays a foundational understanding of concepts and theories of data computation. Students will learn to use R software for statistics to derive correct inferences.
Students will explore concepts relating to Data Science computational inferences listed in the Essentials of Data Science with R Software- 1 certification syllabus. The curriculum studies attributes, hypotheses, probability distributions, and variables. Students will be asked to interact in the online classes and submit written assignments for scoring.
IIT Kanpur offers the Essentials of Data Science with R Software – 1 online course. Professor Shalabh from the institute mentors course learners. Students can go for an e-verifiable certificate by paying an exam fee. While students must have a mathematics background, an understanding of statistics is also preferred.
The Highlights
- Final assessment
- 12-week program
- Video lectures
- An AICTE approved course
- E-learning
- An e-certificate
- FDP
- Learning modules
Important dates
Certificate Exam Date
Start Date : 18 Apr, 2026
Programme Offerings
- assignments
- E-certificate
- assessments
- Book references
- Expert instructors
- FDP
- video lectures
- Digital learning modules.
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Kanpur |
- Students can learn the Essentials of Data Science with R Software – 1 online cost for free.
- An optional fee of Rs.1000 is applicable if the student wishes to receive a certificate.
Essentials of Data Science with R Software – 1 fee structure -
Course | Amount |
Essentials of Data Science with R Software (Audit learning) | NIL |
Essentials of Data Science with R Software (Verified learning) | Rs. 1,000 |
Eligibility Criteria
Students need to know mathematical concepts for learning the Essentials of Data Science with R Software – 1. Additionally, students who know statistics or have completed the ‘Introduction to R course’ are also eligible for the program.
For the Essentials of Data Science with R Software – 1 certification, students need to acquire an average score of 10 or more in the assignments given. In the final exam, candidates must secure 30 or more out of 75.
What you will learn
By undergoing the Essentials of Data Science with R Software – 1 training, students will know:
- Interval and point estimation
- R software
- Random variables
- Probability distribution
- Hypotheses
- Sampling
- Estimating parameters
- Inferences
- Data analysis
- Point estimation
- Attributes
Who it is for
The Essentials of Data Science with R Software - 1 training is ideal for students pursuing engineering, humanities, mathematics, and other related sciences. Since this is a faculty development program, professionals working in analytics can also apply.
Admission Details
Applicants interested in applying for the Essentials of Data Science with R Software – 1 certification course can follow the steps mentioned:
Step 1: Visit the Essentials of Data Science with R Software – 1 training website by clicking here: Essentials of Data Science With R Software - 1: Probability and Statistical Inference - Course (nptel.ac.in).
Step 2: Read through the course offerings. Then, click on the ‘Sign-in/Register’ button in the top-right corner.
Step 3: Log in with SWAYAM using a Facebook, Google, or Microsoft account. Alternatively, enter your email ID to register.
Step 4: Create a password and username of your choice and create a new learner’s account. Add the course to your dashboard and start your learning journey.
Application Details
Applicants need not submit a written application to join the Essentials of Data Science with R Software – 1: Probability and Statistical Inference program. Students need to enter the required contact details such as mail address and phone number, along with their qualification details to register.
The Syllabus
- Introduction to data science
- Basic calculations with R Software and probability theory
- Probability theory
- Random variables
- Random variables
- Discrete probability distributions
- Continuous probability distributions
- Sampling distributions
- Functions of random variables
- Convergence of random variables
- Central limit theorems
- Law of large numbers
- Statistical inference
- Point estimation
- Methods of point estimation of parameters
- Point and confidence interval estimation
- Confidence interval estimation and test of hypothesis
- Test of hypothesis
- Test of hypothesis for attributes and other tests
Evaluation process
To receive the Essentials of Data Science with R Software – 1: Probability and Statistical Inference certification, candidates must appear for a proctored test. They need to pay Rs. 1000 and register using the link available on the website only during registration. Students need to choose a time slot {Morning- 9AM to 12 PM/ Afternoon- 2PM to 5PM}. A center shall be allotted according to the time slot.
Besides, the test carries a total mark of 100. For the certification, the total score will be converted to 75%. Learners must meet the following criteria mentioned for the certification: Average assignment score should be greater than or equal to 10, and exam score should be greater than or equal to 30.
Instructors
IIT Kanpur Frequently Asked Questions (FAQ's)
No, only the e-certificate will be distributed.
Students need to visit the course’s web page and look for updates on the exam dates.
The Essentials of Data Science with R Software – 1 certification will have the seals of both IIT Kanpur and SWAYAM.
The certificate will contain the candidate’s name, picture, and a break-up of the final score.
Yes, students need to secure the minimum marks in both assignments and the final exam to receive the e-certificate.