Python - Central Limit Theorem

Published: 04 August 2024
on channel: VitoshAcademy
177
7

Hey there! 👋 Welcome to the channel! 🌟
In this video, I am showing the way a central limit theorem works with jupyter lab and python!
Let me know whether you prefer these type of a bit more scientifically oriented videos more ✨

Simple explanation of the "Central Limit Theorem":
It states that the distribution of the sample means (averages) of a large number of samples from any population will be approximately normally distributed.

🔗 Blog article a bit related to the video:
https://www.vitoshacademy.com/python-...

📊 GitHub repository with the code:
https://github.com/Vitosh/Python_pers...

📝Contents:
definition - 0:15
Jupyter Lab example - 1:10
Scatter_x_values function - 3:29
Generate sample average - 6:30
Bell curve histogram - 10:10

I hope you enjoy the videos in my channel. 💚
Let me know if you find these interesting.

🔧 Thanks for watching, and happy coding!
💡 #python #central-limit-theorem #programming 🎨


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