Statistics is about extracting meaning from data. In this class, we will introduce techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics.

**Why Take This Course?**This course will cover visualization, probability, regression and other topics that will help you learn the basic methods of understanding data with statistics.

### Lesson 1: Visualizing relationships in data

Seeing relationships in data and predicting based on them; Simpson's paradox

### Lesson 2: Probability

Probability; Bayes Rule; Correlation vs. Causation

### Lesson 3: Estimation

Maximum Likelihood Estimation; Mean, Median, Mode; Standard Deviation, Variance

### Lesson 4: Outliers and Normal Distribution

Outliers, Quartiles; Binomial Distribution; Central Limit Theorem; Manipulating Normal Distribution

### Lesson 5: Inference

Confidence intervals; Hypothesis Testing

### Lesson 6: Regression

Linear regression; correlation

### Lesson 7: Final Exam