IT Academy - Data Science with Python

S11 T01: SkLearn Train Test

Description

Familiarize yourself with scientific programming through the SKLearn / Scikitlearn library

Level 1

• Exercise 1:
  • Split the DelayedFlights.csv dataset into train and test. Study the two sets separately, at a descriptive level.

Level 2

• Exercise 2:
  • Apply some transformation process (standardize numerical data, create dummy columns, polynomials.

Level 3

• Exercise 3:
  • Summarize the new columns generated statistically and graphically

Targets

• Preprocessing
• Transformation
• Dummy Variable
• Train and Test