Review Materials

Algebra & Calculus

The preceptors have started putting together some algebra & calculus practice problems for you to go through, if you find yourself struggling with this particular part of the course! I would suggest starting with the Differentiation - Basics section.

• Calc & Algebra Practice Problems

Probability

In addition to the Probability Review section of the Course Notes, here are some additional resources if you find yourself needing more review. Credit to Prof. Alicia Johnson for this review material!

• Named Probability Models Document: A collection of some common distributions, properties, support, etc.

Videos:

• Conditional Probability (Video) (Script)

• Independence

  • Video 1 (Script)

  • Video 2 (Script)

• Expectation and Variance

  • Video 1 (Script)

  • Video 2 (Script)

• CDFs

  • Video 1 (Script)

  • Video 2 (Script)

• Joint and Conditional Models

  • Video 1 (Script)

  • Video 2 (Script)

• Correlation & Bivariate Normal (Video) (Script)