- 6 courses
- 16 hours
- Skill IQ
Feature engineering is the process of using domain knowledge and insight into data to define features that enable machine learning algorithms to work successfully. Feature engineering is a fundamental part of the data preparation workflow for machine learning solutions.
Courses in this path
Learn how feature engineering fits into the machine learning workflow, and build your first features from numerical data.
Transform nominal data, such as names or categories, into features appropriate for machine learning, and apply techniques for simplifying large data sets.
Extract features from text documents and images.