MISSION 133

Machine Learning Project Walkthrough: Data Cleaning

Prepare data on loans for predictive modeling.

Objectives

  • Learn about data cleaning for machine learning tasks.
  • Learn what feature selection is for machine learning.

Mission Outline

1. Introduction
2. Introduction to the data
3. Reading in to Pandas
4. First group of columns
5. First group of columns
6. Second group of features
7. Second group of features
8. Third group of features
9. Third group of features
10. Target column
11. Binary classification
12. Binary classification
13. Removing single value columns
14. Next steps

machine-learning-project

Course Info:

Machine Learning Project

Intermediate

The median completion time for this course is 6.6 hours.

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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