Statistics for Data Science with Python
Completed by Sophia Lee
March 7, 2025
13 hours (approximately)
Sophia Lee's account is verified. Coursera certifies their successful completion of Statistics for Data Science with Python
What you will learn
Write Python code to conduct various statistical tests including a T test, an ANOVA, and regression analysis.
Interpret the results of your statistical analysis after conducting hypothesis testing.
Calculate descriptive statistics and visualization by writing Python code.
Create a final project that demonstrates your understanding of various statistical test using Python and evaluate your peer's projects.
Skills you will gain
- Category: Statistical Hypothesis Testing
- Category: Statistical Methods
- Category: Regression Analysis
- Category: Statistical Analysis
- Category: Data Presentation
- Category: Data Visualization Software
- Category: Statistics
- Category: Probability & Statistics
- Category: Jupyter
- Category: Correlation Analysis
- Category: Statistical Inference
- Category: Probability Distribution
