Inferential Statistical Analysis with Python
Completed by Yixin Qian
October 27, 2023
21 hours (approximately)
Yixin Qian's account is verified. Coursera certifies their successful completion of Inferential Statistical Analysis with Python
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: Probability & Statistics
- Category: Statistical Analysis
- Category: Bayesian Statistics
- Category: Data Analysis
- Category: Statistical Programming
- Category: Analysis
- Category: Data-Driven Decision-Making
- Category: Statistics
- Category: Statistical Hypothesis Testing
- Category: Sampling (Statistics)
- Category: Python Programming
- Category: Statistical Methods
