Page 24 - E-catelog for advanced Course (2)

 Central Limit Theorem

 Sample size calculator

 T-distribution / Student's-t distribution

 Confidence interval

 Population parameter - Standard deviation known

 Population parameter - Standard deviation unknown

 Introduction to Python basic stats

 Parametric vs Non-parametric tests

 Formulating a Hypothesis

 Choosing Null and Alternative hypothesis

 Type I and Type II errors

 Comparative study of sample proportions using Hypothesis testing

 1 sample t test

 1 sample z test

 ANOVA

 2 Proportion test

 Chi-Square test

 Non-Parametric test

 Non-Parametric test continued

 Hypothesis testing using Python and R