Introduction to the inference for a population proportion using binomial test and $\chi^2$ test for independence.

Basic concept of the NHST and the idea of p-value. Overview of the inference for a population mean using one/two-sample $t$-tests and ANOVA.

Overview of how classification and regression trees work behind the scenes using the binary classification example.

Create interactive plots using plotly library in R.

Learn how you can update your prior beliefs using Bayes rule with the disease testing as an example.

Analysis of a survey among LGBT representatives in EU in 2012.

How to get maximum performance of your A/B test when you have any prior information about users.

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