Gaston Sanchez’s instructional materials for STAT 20

A friendly reminder to myself when teaching STAT 20, and the reason why I use my own set of custom slides:

The world provides a million ways, for a human heart to grow.
There is no single compass, no mandatory flow.

Follow your own drumbeat, until the day is gone,
whatever makes you happy, whatever turns you on.

Gas & Gem

Understanding the World with Data

• Understanding the world

• Taxonomy of Data

Summarizing Data

• Summarizing Categorical Data

• Summarizing Numerical Data

• A Grammar of Graphics

• Data Manipulation

• Data Pipelines

• Summarizing Associations

• Multiple Linear Regression

Probability

• Intro to Probability

• Computing Probabilities

• Probability Distributions

• Random Variables

• Expected Value and Variance

• Normal Approximation

Generalization

• Sampling

• Confidence Intervals

Causation

• Coming soon

• Coming soon

Prediction

• Coming soon

• Coming soon

Quiz Slides

• Quiz