IIT Video Stat Courses


Date: March 30, 2020.
Compiled by Dr. Myron Hlynka, Department of Math & Stat.,
University of Windsor, Windsor, Ontario

The IIT (Indian Institute of Technology) courses in Statistics cover a wide range of topics, given by experts.

Topics and Links

  1. Advanced Operations Research. IIT Madras. Prof. G. Srinivasan.
    http://nptel.ac.in/courses/112106131/
  2. Advanced Transportation Engineering. IIT KANPUR
    http://nptel.ac.in/courses/105104098/
  3. Algorithms for Big Data. IIT Madras. Prof. Augustine.
    http://nptel.ac.in/courses/106106142/
  4. Analysis of Variance and Design of Experiments. Dr.Shalabh. IIT Kanpur. Slides only.
    http://nptel.ac.in/courses/111104075/
  5. Applied Multivariate Analysis. IIT Kanpur. Prof. A.Mitra and Prof S.Mitra.
    http://nptel.ac.in/courses/111104024/
  6. Applied Multivariate Statistical Modeling. IIT Kharagpur. Prof. Maiti.
    http://nptel.ac.in/courses/110105060/
  7. Applied Multivariate Statistical Modeling. IIT Kharagpur. Prof. Maiti.
    same as previous listing?
    http://nptel.ac.in/courses/111105091/
  8. Applied Time Series. IIT Madras.
    http://nptel.ac.in/courses/103106123/
  9. Biometrics
    http://nptel.ac.in/courses/106104119/
  10. Biostatistics and Design of Experiments
    http://nptel.ac.in/courses/102106051/
  11. Computer Networks. Slides only. IIT KHARAGPUR
    http://nptel.ac.in/courses/106105080/
  12. Computer Networks. video. IIT Kharagpur.
    http://nptel.ac.in/courses/106105081/
  13. Computer Networks. Slides only. IIT Madras.
    http://nptel.ac.in/courses/106106091/
  14. Data Science for Engineers. IIT Madras.
    https://nptel.ac.in/courses/106106179/
  15. Dynamic Data Assimilation: an introduction
    http://nptel.ac.in/courses/111106082/
  16. Econometric Modelling. IIT KHARAGPUR. Dr. Pradhan.
    http://nptel.ac.in/courses/110105030/
  17. Fundamentals of Operations Research
    http://nptel.ac.in/courses/112106134/
  18. Health Research Fundamentals
    http://nptel.ac.in/courses/109106095/
  19. Introduction to Biostatistics
    http://nptel.ac.in/courses/102101056/
  20. Introduction to Data analytics. Dr. Sudarsadam. Dr. Ravindran. IIT Madras.
    http://nptel.ac.in/courses/110106072/
  21. Introduction to Econometric Modelling. R. Pradhan. IIT Kharagpur. Slides only.
  22. Introduction to Operations Research. Dr. Srinivasan. IIT Madras.
    http://nptel.ac.in/courses/110106062/
  23. Introduction to Statistical Hypothesis Testing. IIT Madras.
    http://nptel.ac.in/courses/103106120/
  24. Introduction to Stochastic Processes and its Applications. IIT Kanpur. Dr. Raghu Nandan Sengupta. Slides only.
    http://nptel.ac.in/courses/110104024/
  25. Introduction to Time-Frequency Analysis and Wavelet Transforms. IIT MADRAS.
    http://nptel.ac.in/courses/103106114/
  26. Linear Regression Analysis and Forecasting
    http://nptel.ac.in/courses/111104098/
  27. Networks and Systems. IIT Madras. Fourier Series. Laplace Transforms.
    http://nptel.ac.in/courses/108106075/
  28. Neural Networks and Applications
    http://nptel.ac.in/courses/117105084/
  29. Performance Evaluation of Computer Systems
    http://nptel.ac.in/courses/106106048/
  30. Probability and Statistics
    http://nptel.ac.in/courses/111105090/
  31. Probability and Statistics
    http://nptel.ac.in/courses/111105041/
  32. Probability and Stochastics for finance
    http://nptel.ac.in/courses/111104089/
  33. Probability and Stochastic for Finance II
    http://nptel.ac.in/courses/109104104/
  34. Probability Theory and Applications
    http://nptel.ac.in/courses/111104079/
  35. Python for Data Science. IIT Madras.
    https://nptel.ac.in/courses/106106212/
  36. Regression Analysis
    http://nptel.ac.in/courses/111105042/
  37. Sampling Theory. Slides only.
    http://nptel.ac.in/courses/111104073/
  38. Six Sigma
    http://nptel.ac.in/courses/110105039/
  39. Statistical Inference
    http://nptel.ac.in/courses/111105043/
  40. Statistical Methods for Scientists and Engineers, includes many lectures on multivariate methods and nonparametric methods.
    http://nptel.ac.in/courses/111105077/
  41. Stochastic Processes - 1
    http://nptel.ac.in/courses/111102096/
  42. Stochastic Processes
    http://nptel.ac.in/courses/111102098/
  43. Stochastic Processes
    http://nptel.ac.in/courses/111102014/
  44. Stochastic Processes (MOOC online) (12 weeks) (with Prof. N. Selvaraju) (Jan. 23, 2017 - April 14, 2017), (Jan. 22, 2018 - April 13, 2018)
    https://onlinecourses.nptel.ac.in/noc17_ma09/preview
  45. Stochastic Processes - I (8 weeks) (MOOC Online) (18 July 2016 - 9 September 2016)
    http://nptel.ac.in/courses/111102096/
  46. Stochastic Processes, Video course, NPTEL Phase II
  47. Stochastic Processes, Web course, NPTEL Phase II (with Prof. N. Selvaraju)
    http://nptel.ac.in/courses/111103022/