Скачать или смотреть Статистическое построение с помощью Matplotlib!

A tutorial illustrating how to generate random samples from various distributions, how to plot the samples in a histogram and how to plot the probability density function of a distribution using Matplotlib.


GitHub repo containing the notebook under "Python YouTube Tutorials" - https://github.com/tudev/Workshops-20...


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|-Video Chapters-|
0:00 - Intro
0:16 - Setting output parameters for Matplotlib
0:47 - Additional packages used
1:05 - Background on the uniform distribution
1:45 - Plotting sample data from the uniform distribution
5:45 - Background on the Poisson distribution
6:47 - Plotting sample data from multiple Poisson distributions
15:35 - Background on the normal distribution
16:57 - Plotting sample data from the standard normal distribution
22:37 - Plotting the probability density function of the standard normal distribution
28:21 - Plotting data with pandas and Matplotlib