| 1 | Why do we need statistics? What is Statistics? Scientific Research and Data Collection Methods | |
| 2 | Variable, Data and Scale Types, Sampling and Sampling Methods | |
| 3 | Position and Variation Measures | |
| 4 | Probability Distributions | |
| 5 | Sample Distributions, Parameter Estimation, and Confidence Interval | |
| 6 | Hypothesis (Significance) Tests, Fit to Normal Distribution test, Homogeneity of variances test | |
| 7 | Significance Test of Difference Between Means in Independent Groups (Samples), Non-Parametric Equivalent-Mann | |
| 8 | Hypothesis testing in Dependent Groups | |
| 9 | chi-square test | |
| 10 | One Way Analysis of Variance (One Way ANOVA) and Multiple Comparison Tests | |
| 11 | Non-Parametric Equivalent of One-Way Analysis of Variance Kruskall-Wallis Test | |
| 12 | Correlation Analysis and Simple Linear Regression Analysis I | |
| 13 | Correlation Analysis and Simple Linear Regression Analysis II | |