An extensive, peer-reviewed summary of the Practical Biostatistics course of the AMC Graduate School. It covers the basics of biostatistics: descriptive statistics, tests of normality, Confidence Intervals, p-values, t-test, ANOVA, Chi-Square test, Pearson and Spearman's rank correlation, linear and multiple linear regression, logistic regression, Kaplan-Meier survival analysis, log rank test, cox regression and information on repeated measurements. At the end of each chapter, you will find instructions for executing the tests in SPSS.