IT Academy - Data Science with Python

Sprint 8: Hypothesis Testing

Description

Learn to perform hypothesis testing with Python..

Level 1

• Exercise 1:
  • Grab a sports theme dataset you like and select an attribute from the dataset. Calculate the p-value and say if you reject the null hypothesis by taking a 5% alpha.

Level 2

• Exercise 2:
  • Continue with the sports theme dataset you like and select two attributes from the dataset. Calculate the p-value and say if you reject the null hypothesis by taking a 5% alpha.

Level 3

• Exercise 3:
  • Continue with the sports theme dataset you like and select three attributes from the dataset. Calculate the p-value and say if you reject the null hypothesis by taking a 5% alpha.

Targets

• Calculate the p-value of different variables or set of variables
• Interpret the p-value and say if it rejects the null hypothesis