Inferential Statistical Analysis with Python
Completed by Matteo Battistolli
May 25, 2025
21 hours (approximately)
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What you will learn
Determine assumptions needed to calculate confidence intervals for their respective population parameters.
Create confidence intervals in Python and interpret the results.
Review how inferential procedures are applied and interpreted step by step when analyzing real data.
Run hypothesis tests in Python and interpret the results.
Skills you will gain
- Category: Data Analysis
- Category: Probability & Statistics
- Category: Bayesian Statistics
- Category: Statistical Analysis
- Category: Statistical Hypothesis Testing
- Category: Statistics
- Category: Data-Driven Decision-Making
- Category: Sampling (Statistics)
- Category: Statistical Methods
- Category: Jupyter
- Category: Statistical Programming
- Category: Analysis
