Shalabh
shalab@iitk.ac.in
shalabh1@yahoo.com
Department of Mathematics & Statistics
Indian Institute of Technology Kanpur, Kanpur - 208016 (India)
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 |
Video lectures |
English |
Swayam (MOOC, Massive Open Online Courses) |
||
|
2 |
Essentials of Data Science With R Software - 2: Sampling Theory and Linear Regression Analysis |
Video lectures |
English |
Swayam (MOOC, Massive Open Online Courses) |
||
|
3 |
Foundations of R Software |
Video lectures |
English |
Swayam (MOOC, Massive Open Online Courses) |
||
|
4 |
Foundations of R Software |
Video lectures |
Hindi |
Swayam (MOOC, Massive Open Online Courses) |
||
|
5 |
Descriptive Statistics with R Software |
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 |
Video lectures |
English |
Swayam (MOOC, Massive Open Online Courses) |
||
|
9 |
Linear Regression Analysis and Forecasting |
Video lectures |
English |
Swayam (MOOC, Massive Open Online Courses) |
||
|
10 |
Introduction to R Software |
Video lectures |
Hindi |
|||
|
11 |
Exploratory Statistical Data Analysis With R Software |
Video lectures |
Hindi |
|||
|
12 |
Analysis of Variance and Design of Experiments |
Video lectures |
English |
|||
|
12 |
Introduction to Sampling Theory |
Video lectures |
English |
|||
|
13 |
Econometric Methods for Statisticians, Data Scientists and Data Engineers (Prof Anoop Chaturvedi) |
Video lectures |
English |
|||
|
14 |
Time Series Modelling and Forecasting (Prof Anoop Chaturvedi) |
Video lectures |
English |
|||
|
15 |
Sampling Theory |
Web based PDF slides |
English |
|||
|
16 |
Linear Regression Analysis : |
Web based PDF slides |
English |
|||
|
17 |
Analysis of Variance and Design of Experiment-I |
Web based PDF slides |
English |
|||
|
18 |
Analysis of Variance and Design of Experiment-II |
Web based PDF slides |
English |
|||
|
19 |
Econometric Theory |
Web based PDF slides |
English |
|||
|
20 |
Regression Analysis |
Web based PDF Notes |
English |
|||
|
21 |
Sampling Theory |
Web based PDF Notes |
English |
|||
|
22 |
Design of Experiment and Analysis of Variance |
Web based PDF Notes |
English |
|||
|
23 |
Econometric Theory |
Web based PDF Notes |
English |
|||
Lectures Notes for National Digital Library of India (A project of Ministry of Education, Govt. of India)
(ii) Sampling Theory
(iii) Design of Experiment and Analysis of Variance
(iv) Econometric Theory
Lectures Notes for Courses at IIT Kanpur
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)
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/
Introduction to R Software : Lectures in video format are available HERE and can be downloaded from https://nptel.ac.in/courses/111/104/111104100/
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/
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/
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/
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.
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.
Multivariate Procedures with R (In English): Lectures in video format are available HERE and can be downloaded from https://nptel.ac.in/courses/110104440 .
Multivariate Procedures with R (In Hindi): To be available in January 2025.