In this challenge, you will need to work with the
'adult-census.csv' dataset. It contains both categorical and numerical data. Your task will be to prepare the data for processing.
- Read the dataset
- Explore the dataset. Carefully check which character indicates the missed data in the dataset and replace it with the
- Remove rows with missing values
- Let's start with processing categorical data - columns
'sex'Use a one-hot encoding method to encode them
- For numeric data (
'hours-per-week'), you will need to scale the data
- Print processed data
Everything was clear?
Section 6. Chapter 1