Statistics for Data Science I

Welcome to Statistics for Data Science I!

This is an 8 week asynchronous course that builds the foundations of statistics and data analysis. Our topics include:

• Summary statistics and basic data visualization
• Probability and probability distributions
• Statistical inference for continuous and categorical outcomes
  • One-sample inference
  • Two-sample inference
  • Multi-sample inference
• Correlation and regression modeling

Each week will consist of multiple lecture videos culminating in a project to demonstrate understanding.