Statistics Exercises Completed By Bethany Thompson Codeup Darden Cohort

• In this section we will review some basic descriptive statistics, talk about different probability distributions, and give an introduction to hypothesis testing.

• Goals

1. Build on top of the statistics knowledge from the khan academy prework
2. Understand how to use the uniform, binomial, poisson, and normal distributions to model real-world scenarios
3. Understand in general how hypothesis testing is performed
4. Know when to use a t-test, correlation test, and χ2 test
5. Write python code that simulates experiments in order to calculate an experimental probability
6. Use various statistical distributions in python through scipy.stats
7. Perform hypothesis testing in python code