08 Data Science Interactive: Central Limit Theorem
Data Science Interactive Python Demonstrations: Chapter 08: Central Limit Theorem
In this walk-through, I explain the central limit theorem. If you work with averaging or summations of random variables then you will encounter the central limit theorem in you data science workflows!
Follow along with the interactive Python code in a Jupyter Notebook available in my GitHub repositories https://github.com/GeostatsGuy/Python... . For more complete lectures check out my other YouTube lectures with linked Python workflows and demonstrations:
Parametric Distributions:
• 05 Data Analytics: Parametric Distributions
Monte Carlo Simulation:
• 05b Data Analytics: Monte Carlo Simulation
Statistical Expectation:
• 04b Data Analytics Reboot: Statistical Exp...
Distribution Transformations: • 05c Data Analytics: Distribution Transform