Statistics for Data Science with Python
Completed by Ephraim Stiefel
May 2, 2025
13 hours (approximately)
Ephraim Stiefel'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: Probability
- Category: Data Visualization
- Category: Descriptive Statistics
- Category: Data Visualization Software
- Category: Statistical Inference
- Category: Data Presentation
- Category: Correlation Analysis
- Category: Probability Distribution
- Category: Probability & Statistics
- Category: Statistical Programming
- Category: Statistics
- Category: Jupyter
