Probability Statistics - The Foundations of Machine Learning - Central Tendency, Mean, Median, and Mode

The video tutorial covers measures of central tendency, including mode, mean, and median. It explains how outliers can affect the mean and introduces the concept of median as a robust measure. The tutorial also discusses quartiles and demonstrates how to create and interpret box plots for data visualization. Practical coding examples are provided to illustrate these concepts.

What is the impact of outliers on the median compared to the mean?

Explain the concept of quantiles and how they differ from quartiles.

How can box plots be used to visualize data distribution?

What is the role of statistical tools and libraries in data analysis?