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45 STUDENTS ENROLLED

Course Curriculum

Stats Section 01 - Introduction
01. Introduction 00:00:00
02. Different Types of Data 00:00:00
03. Methods of Data Collection 00:00:00
04. Data Analysis 00:00:00
05. Summary Statistics 00:00:00
Stats Section 02 - Displaying Data
06. Displaying Data 00:00:00
07. Bar Charts 00:00:00
08. Histograms 00:00:00
09. Scatter Plots 00:00:00
10. Box Plots 00:00:00
11. Pie Charts 00:00:00
12. Comparative Pie Charts 00:00:00
13. Pictograms 00:00:00
14. Line Graphs 00:00:00
15. Frequency Polygon 00:00:00
Stats Section 03 - Probability and Analysis
16. Introduction to Probability 00:00:00
17. Bernoulli Trials 00:00:00
18. Introductory Bayesian Analysis 00:00:00
Stats Section 04 - Distributions
19. Distributions 00:00:00
20. Discrete Distributions 00:00:00
21. Bernoulli Distribution 00:00:00
22. Binomial Distribution 00:00:00
23. Poisson Distribution 00:00:00
24. Geometric Distribution 00:00:00
25. Negative Binomial Distribution 00:00:00
26. Continuous Distributions 00:00:00
27. Uniform Distribution 00:00:00
28. Normal Distribution 00:00:00
29. F Distribution 00:00:00
Stats Section 05 - Testing
30. Testing Statistical Hypothesis 00:00:00
31. Purpose of Statistical Tests 00:00:00
32. Different Types of Tests 00:00:00
33. z Test for a Single Mean 00:00:00
34. z Test for Two Means 00:00:00
35. t Test for a single mean 00:00:00
36. t Test for Two Means 00:00:00
37. One-Way ANOVA F Test 00:00:00
38. Testing whether Proportion A Is Greater than Proportion B in Microsoft Excel 00:00:00
39. Chi-Squared Tests 00:00:00
Stats Section 06 - Other Topics
40. Distributions Problems 00:00:00
41. Numerical Methods 00:00:00
42. Basic Linear Algebra and Gram-Schmidt Orthogonalization 00:00:00
43. Unconstrained Optimization 00:00:00
44. Quantile Regression 00:00:00
45. Numerical Comparison of Statistical Software 00:00:00
46. Numerics in Excel 00:00:00
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