The document explains the t-test, a statistical method used to determine if differences between two group means are significant or due to chance. It covers the types of hypotheses (directional and non-directional), the scenarios in which t-tests are applied, and provides an example involving a test preparation course's effect on students' ACT scores. The analysis concludes that the null hypothesis is rejected, confirming that participation in the course leads to higher scores.