NumPy Descriptive Statistics - Beginner Python NumPy Exercises #8

Published: 16 May 2020
on channel: StrataScratch

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This is the beginner Python NumPy exercises #8 and in this video, we walk through a few exercises on NumPy descriptive statistics. We’ll also import a real dataset and leverage a few of the math operators we learned to perform summary statistics on the dataset. And lastly, we’ll use matplotlib to display the data visually.

Statistical operations we’ll cover are:

Mean
Median
Percentiles
Min
Max
Standard deviation

Let me know if you have any questions and please offer feedback on how I can improve to help you better.

If you enjoyed this video, please throw in a like and subscribe to my channel. I’ll be posting a lot more videos on data science concepts that cover all things python and SQL.

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Watch the lecture before going through these practice exercises with me: • Summary Statistics in NumPy - Complete Pyt...

Follow along interactively with the python notebooks in this video!

Python notebook WITHOUT solutions used in the video: https://bit.ly/2TbGMK2

Python notebook WITH solutions used in the video: https://bit.ly/3dMHp4E

Dataset used in this video: https://bit.ly/2WDWLD5

Here’s help on how to run a python notebook using Google Colabs: https://bit.ly/2YXKR8o

Much of the content was adapted from the book and GitHub of Jake VanderPlas’s Python Data Science Handbook: https://jakevdp.github.io/PythonDataS...
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