Learn · Practitioners Course in Descriptive,Predictive and Prescriptive Analytics

Lecture 8 of 29Week 3

Lecture 8: Statistics and Analytics (Private)

Prof. Deepu Philip / Prof. Amandeep Singh / Prof. Sanjeev Newar · IIT Kanpur

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From
Practitioners Course in Descriptive,Predictive and Prescriptive Analytics, IIT Kanpur (at NPTEL)
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
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NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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All the lectures

  1. Lecture 1: Introduction Video
  2. Lecture 2: Analytics for Decision Making Support Video
  3. Lecture 3: Decision Needs and Analytics Video
  4. Lecture 4: Systems, Models and Modeling Process Video
  5. Types of Models Video
  6. Data and its Types Video
  7. Overview of Probability Video
  8. Lecture 8: Statistics and Analytics (Private) Video
  9. Lecture 9: Descriptive Statistics - Graphical Tools (Private) Video
  10. Lecture 10: Frequency Distribution & Histogram Video
  11. Lecture 11: Stem and Leaf Plot Video
  12. Lecture 12: Box Plots Video
  13. Lecture 13: Business Intelligence & Analytics Video
  14. Lecture 14: Normal Distribution Video
  15. Lecture 15: Sampling Video
  16. Lecture 16: Sampling Techniques Video
  17. Lecture 17: Hypothesis Testing Video
  18. Lecture 18: Hypothesis Testing continued Video
  19. Lecture 19: Machine Learning Video
  20. Lecture 20: Correlation Video
  21. Lecture 21: Correlation continued Video
  22. Lecture 22: Regression Video
  23. Lecture 23: Analysis of Varience (ANOVA) Part 1 Video
  24. Lecture 24: Analysis of Varience (ANOVA) Part 2 Video
  25. Lecture 25: Machine Learning Part 2 Video
  26. Lecture 26: Machine Learning Part 3 Video
  27. Lecture 27: Machine Learning Part 4 Video
  28. Lecture 28: Machine Learning Part 5 Video
  29. Live Session 10-12-2021 Video