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Udemy - Statistics for Data Science - A Comprehensive Journey

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1 - Introduction to the course

1. Agenda.mp4

MP4

9 MB

2 - Introduction to Statistics

2. Sample and Population.mp4

MP4

6.8 MB

3 - Probability

10. Probability Event Types Mutual Exclusive and Independent.mp4

MP4

22.7 MB

11. Probability Types Marginal Joint and Conditional.mp4

MP4

24.8 MB

12. Marginal Joint and Conditional Probability Solved Examples.mp4

MP4

35.7 MB

13. Bay’s Theorem.mp4

MP4

40.8 MB

14. Bays Theorem Solved Problem.mp4

MP4

25.7 MB

15. Bays Theorem Solved Problem.mp4

MP4

25.9 MB

16. Bays Theorem Solved Problem.mp4

MP4

33.6 MB

4 - Probability Distributions

17. Random Variable.mp4

MP4

32.6 MB

18. Discrete Random Variable Solved Example.mp4

MP4

26.9 MB

19. Continuous Random Variable.mp4

MP4

66.2 MB

20. Continuous Random Variable Solved Example.mp4

MP4

25.9 MB

21. Probability Distributions.mp4

MP4

58.7 MB

22. Binomial Distribution.mp4

MP4

52 MB

23. Binomial Distribution Solved Problem.mp4

MP4

32.3 MB

24. Uniform Distribution.mp4

MP4

19.7 MB

25. Uniform Distribution Solved Example.mp4

MP4

18.9 MB

26. Normal Distribution.mp4

MP4

10.2 MB

27. Why Normal Distribution Understanding is important in Data Science.html

HTML

3.7 KB

28. Properties of Normal Distribution and Examples.mp4

MP4

71.1 MB

29. Standard Normal Distribution with example.mp4

MP4

44 MB

5 - Hypothesis Testing

30. Understanding What is a Hypothesis Testing is all about.mp4

MP4

49.5 MB

31. Terms in Hypothesis Testing.mp4

MP4

8.1 MB

32. Steps for Hypothesis Testing.mp4

MP4

4 MB

33. Understanding Hypothesis Testing While Solving a Problem.mp4

MP4

56.2 MB

34. Summarize the Hypothesis Testing.mp4

MP4

6.3 MB

6 - ANOVA

35. Introduction.mp4	MP4	12.8 MB
36. What is Variance.mp4	MP4	47.9 MB
37. Meaning of Statistically Significant.mp4	MP4	47.2 MB
38. t tests using an example.mp4	MP4	106.7 MB
39. Perform t test on sample data using excel.mp4	MP4	122.8 MB
40. ANOVA.mp4	MP4	65.5 MB
41. One Way ANOVA Example.mp4	MP4	120.5 MB

8. What is Probability.mp4

MP4

20.8 MB

9. Probability Solved Examples.mp4

MP4

15.1 MB

3. Sampling Techniques.mp4

MP4

12.4 MB

4. Descriptive Statistics.mp4

MP4

5.1 MB

5. Descriptive Statistical Measures Computation.mp4

MP4

26.4 MB

6. Data Distribution.mp4

MP4

11.3 MB

7. Descriptive Statistics Real Time Example Water Quality pH Parameter.mp4

MP4

16.4 MB

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Udemy - Statistics for Data Science - A Comprehensive Journey

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