Statistics for Data Science with Python
Completed by Tom Adamson
April 11, 2024
13 hours (approximately)
Tom Adamson'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: Descriptive Statistics
- Category: Data Presentation
- Category: Data Visualization Software
- Category: Statistical Hypothesis Testing
- Category: Statistical Modeling
- Category: Statistical Methods
- Category: Jupyter
- Category: Regression Analysis
- Category: Correlation Analysis
- Category: Statistical Inference
- Category: Probability & Statistics
- Category: Probability Distribution
