MISSION 134

Machine Learning Project Walkthrough: Preparing the Features

Continue exploring the machine learning project by preparing the features for modeling.

Objectives

  • Learn how to handle missing data.
  • Learn how to prepare features for machine learning.

Mission Outline

1. Recap
2. Handling missing values
3. Text columns
4. Converting text columns
5. First 5 categorical columns
6. The reason for the loan
7. Categorical columns
8. Dummy variables
9. Next steps

machine-learning-project

Course Info:

Intermediate

The median completion time for this course is 6.6 hours. View Details

This course requires a premium subscription and includes three Machine Learning Project Walkthroughs.  It is the 25th course in the Data Scientist in Python path.

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