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

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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 Descriptive Statistics with R Software Click here Video lectures English Swayam (MOOC, Massive Open Online Courses)
4 Introduction to R Software Click here Video lectures English Swayam (MOOC, Massive Open Online Courses)
5 Linear Regression Analysis and Forecasting Click here Video lectures English Swayam (MOOC, Massive Open Online Courses)
6 Introduction to R Software Click here Video lectures Hindi Swayam Prabha Course webpage
7 Exploratory Statistical Data Analysis With R Software Click here Video lectures Hindi Swayam Prabha Course webpage
8 Analysis of Variance and Design of Experiments Click here Video lectures English Swayam Prabha Course webpage
9 Introduction to Sampling Theory Click here Video lectures English Swayam Prabha Course webpage
10 Econometric Methods for Statisticians, Data Scientists and Data Engineers (Prof Anoop Chaturvedi) Click here Video lectures English Course webpage
11 Time Series Modelling and Forecasting (Prof Anoop Chaturvedi) Click here Video lectures English Course webpage
12 Sampling Theory Click here Web based PDF slides English NPTEL (National Program on Technology Enhanced Learning)
12 Linear Regression Analysis  : Click here Web based PDF slides English NPTEL (National Program on Technology Enhanced Learning)
13 Analysis of Variance and Design of Experiment-I Click here Web based PDF slides English NPTEL (National Program on Technology Enhanced Learning)
14 Analysis of Variance and Design of Experiment-II Click here Web based PDF slides English NPTEL (National Program on Technology Enhanced Learning)
15 Econometric Theory Click here Web based PDF slides English NPTEL (National Program on Technology Enhanced Learning)
16 Regression Analysis Click here Web based PDF Notes English National Digital Library of India
17 Sampling Theory Click here Web based PDF Notes English National Digital Library of India
18 Design of Experiment and Analysis of Variance Click here Web based PDF Notes English National Digital Library of India
19 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/