This course deals with the nonparametric statistics. It covers the topics on Tests of Significant Differences and Tests of Associations or Relationships. That is, it includes discussions on Spearman Correlation, Point-Biserial Correlation, Chi-Square Test, Mann Whitney U-test, Wilcoxon Signed Rank Test, and Kruskal-Wallis Test. The corresponding Parametric Tests are also contained in this course. Moreover, the learners in this course will have a hands-on experience with the  statistical software and shall generate pragmatic interpretations.