IT Academy - Data Science with Python

Sprint 7: Data, Probabilities & Statistics

Description

Learn how to perform statistics with Python.

Level 1

• Exercise 1:

  • Grab a sports theme dataset you like and select an attribute from the dataset. Calculate the mode, median, standard deviation, and arithmetic mean.

• Exercise 2:

  • Continuing with the sports topic data, select two attributes and calculate their correlation.

Level 2

• Exercise 3:
  • Continuing with the sports theme data, calculate the correlation of all attributes with each other and represent them in a matrix with different colors of intensity.

Level 3

• Exercise 4:
  • Continuing with the sports theme data, select an attribute and calculate the geometric mean and harmonic mean.

Targets

• Calculate different data statistics
• Graph different statistics of the data