Statistics for Data Science with Python
Completed by Poonam M Mirwani
January 16, 2021
13 hours (approximately)
Poonam M Mirwani'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: Data Science
- Category: Probability
- Category: Data Analysis
- Category: Statistical Hypothesis Testing
- Category: Statistical Modeling
- Category: Statistical Methods
- Category: Regression Analysis
- Category: Probability Distribution
- Category: Correlation Analysis
- Category: Statistical Inference
- Category: Jupyter
- Category: Data Visualization
