Statistical Analysis with Matplotlib

This course demonstrates how Python and Matplotlib are used to work on different statistical distributions. Standard charts like histograms, boxplots, and violinplots are used to display statistical distributions.

The package Matplotlib in Python is a popular package for data visualization. In this course, Statistical Analysis with Matplotlib, you'll learn how to use this package to demonstrate the concept of statistical distributions. First, you'll learn about probabilities within the values of a variable and how to identify the underlying statistical distribution. Next, you'll discover the theoretical background of statistical distributions, and how to generate a desired distribution with a random number generator. Finally, you'll understand what the general implications of the findings are. When you’re finished with this course, you’ll have the skills and knowledge of visually identifying a distribution and how to generate pre-defined distributions.

• Course Overview 1min
• Exploring Variable Distributions with Plots 23mins
• Using Different Chart Types for Distributions 27mins