Shalabh
shalab@iitk.ac.in
shalabh1@yahoo.com
Department of Mathematics & Statistics
Indian Institute of Technology Kanpur, Kanpur - 208016 (India)

HOME PAGE


Online Course Material

Courses and Lectures at a glance

Sl. No.

Title of the course

Link

Mode

Language

Platform and Course webpage (if available)

1

Essentials of Data Science With R Software - 1: Probability and Statistical Inference

Click here
 

Video lectures

English

Swayam (MOOC, Massive Open Online Courses)

2

Essentials of Data Science With R Software - 2: Sampling Theory and Linear Regression Analysis

Click here

Video lectures

English

Swayam (MOOC, Massive Open Online Courses)

3

Foundations of R Software

Click here
 

Video lectures

English

Swayam (MOOC, Massive Open Online Courses)

4

Foundations of R Software

Click here

Video lectures

Hindi

Swayam (MOOC, Massive Open Online Courses)

5

Descriptive Statistics with R Software

Click here

Video lectures

English

Swayam (MOOC, Massive Open Online Courses)

6

Multivariate Procedures with R

 

Video lectures

English

Swayam (MOOC, Massive Open Online Courses)

7

Multivariate Procedures with R

Forthcoming

Video lectures

Hindi

Swayam (MOOC, Massive Open Online Courses)

8

Introduction to R Software

Click here

Video lectures

English

Swayam (MOOC, Massive Open Online Courses)

9

Linear Regression Analysis and Forecasting

Click here

Video lectures

English

Swayam (MOOC, Massive Open Online Courses)

10

Introduction to R Software

Click here

Video lectures

Hindi

Swayam Prabha

Course webpage

11

Exploratory Statistical Data Analysis With R Software

Click here

Video lectures

Hindi

Swayam Prabha

Course webpage

12

Analysis of Variance and Design of Experiments

Click here

Video lectures

English

Swayam Prabha

Course webpage

12

Introduction to Sampling Theory

Click here

Video lectures

English

Swayam Prabha

Course webpage

13

Econometric Methods for Statisticians, Data Scientists and Data Engineers (Prof Anoop Chaturvedi)

Click here

Video lectures

English

Course webpage

14

Time Series Modelling and Forecasting (Prof Anoop Chaturvedi)

Click here

Video lectures

English

Course webpage

15

Sampling Theory

Click here

Web based PDF slides

English

NPTEL (National Program on Technology Enhanced Learning)

16

Linear Regression Analysis  :

Click here

Web based PDF slides

English

NPTEL (National Program on Technology Enhanced Learning)

17

Analysis of Variance and Design of Experiment-I

Click here

Web based PDF slides

English

NPTEL (National Program on Technology Enhanced Learning)

18

Analysis of Variance and Design of Experiment-II

Click here

Web based PDF slides

English

NPTEL (National Program on Technology Enhanced Learning)

19

Econometric Theory

Click here

Web based PDF slides

English

NPTEL (National Program on Technology Enhanced Learning)

20

Regression Analysis

Click here

Web based PDF Notes

English

National Digital Library of India

21

Sampling Theory

Click here

Web based PDF Notes

English

National Digital Library of India

22

Design of Experiment and Analysis of Variance

Click here

Web based PDF Notes

English

National Digital Library of India

23

Econometric Theory

Click here

Web based PDF Notes

English

National Digital Library of India

 

 

Lectures Notes for National Digital Library of India  (A project of Ministry of Education, Govt. of India)

     (i)  Regression Analysis

    (ii)  Sampling Theory

    (iii) Design of Experiment and Analysis of Variance

    (iv) Econometric Theory

 

Lectures Notes for Courses at IIT Kanpur

  1. Regression Analysis 

  2. Sampling Theory  

  3. Introduction to Sampling Theory

  4. Analysis of Variance and Design of Experiments

  5. Econometric Theory  

 

Massive Open Online Web Based Courses (MOOC)  accessible through NPTEL (National Program on Technology Enhanced Learning, a project of Ministry of Education, Govt. of India)   

   (i)  Sampling Theory :   Lectures in slides and pdf format are available HERE and can be downloaded from   https://nptel.ac.in/courses/111/104/111104073/

   (ii) Linear Regression Analysis  :  Lectures in slides and pdf format are  HERE available and can be downloaded from https://nptel.ac.in/courses/111/104/111104074/

  (iii)  Analysis of Variance and Design of Experiment-I   :  Lectures in slides and pdf format are available  HERE and can be downloaded from  https://nptel.ac.in/courses/111/104/111104075/

  (iv)  Analysis of Variance and Design of Experiment-II  :  Lectures in slides and pdf format are available HERE  and can be downloaded from  https://nptel.ac.in/courses/111/104/111104078/

   (v)  Econometric Theory  : Lectures in slides and pdf format are  HERE available and can be downloaded from https://nptel.ac.in/courses/111/104/111104072/

 

Massive Open Online Video Lectures (MOOC)  accessible through NPTEL (National Program on Technology Enhanced Learning)  and  Swayam (A project of Ministry of Education, Govt. of India)

  1. Linear Regression Analysis and Forecasting :  Lectures in video format are available HERE and can be downloaded from https://nptel.ac.in/courses/111/104/111104098/

  2. Introduction to R Software  :  Lectures in video format are available HERE and can be downloaded from https://nptel.ac.in/courses/111/104/111104100/

  3. Descriptive Statistics with R Software :  Lectures in video format are available HERE and can be downloaded from  https://nptel.ac.in/courses/111/104/111104120/ 

  4. Essentials of Data Science With R Software - 1: Probability and Statistical Inference :  Lectures in video format are available available HERE and can be downloaded from https://nptel.ac.in/courses/111/104/111104146/

  5. Essentials of Data Science With R Software - 2: Sampling Theory and Linear Regression Analysis : Lectures in video format are available available HERE and can be downloaded from https://nptel.ac.in/courses/111/104/111104147/

  6. Foundations of R Software (In English language) :  Lectures in video format are available HERE and can be downloaded from https://nptel.ac.in/courses/courses/111104160.

  7. Foundations of R Software (In Hindi language) : Lectures in video format are available HERE and can be downloaded from https://nptel.ac.in/courses/courses/111104161. 

  8. Multivariate Procedures with R (In English):  Lectures in video format are available HERE and can be downloaded from https://nptel.ac.in/courses/110104440 .

  9. Multivariate Procedures with R (In Hindi): To be available in January 2025.