Intro to Statistics
Analyze, visualize, and interpret data with engaging examples and programming exercises.
Level: Beginner Updated: Apr 23, 2025
Overview
Analyze, visualize, and interpret data with engaging examples and programming exercises.
Syllabus
- Teaser
- Looking at Data
- Scatter Plots
- Bar Charts
- Pie Charts
- Programming Charts (Optional)
- Admissions Case Study
- Probability
- Conditional Probability
- Bayes Rule
- Probability Distributions
- Correlation vs. Causation
- Estimation
- Averages
- Variance
- Confidence Intervals
- Hypothesis Test
- Regression & Correlation
- Final Exam
- What’s Next
Instructors
- • Sebastian Thrun
Prerequisites
- 0 prerequisites
- Written and spoken English