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Data Science · Glossary

Feature Engineering

The process of selecting, transforming, or creating input variables to improve a machine learning model's performance.

Good feature engineering often matters more than model choice — turning raw data into inputs that actually capture the patterns a model needs to learn is a core practical skill.

Want to actually work with Feature Engineering? This concept is covered hands-on in our Machine Learning Track program — not just defined, but practiced.
View Machine Learning Track
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