Feature Engineering
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Machine learning is only as good as its training data. Learn how to process data properly before training your models.
About this skill path
A machine learning model is only as good as the data it learns from. Feature Engineering helps ensure data quality by scaling, normalizing, and transforming raw data before using it in a machine learning model. In this Skill Path, you will learn to safeguard data quality, turn attributes into features, and verify that your data meets the assumptions of the model you want to train.
Skills you’ll gain
Turn raw data into features
Select the right features for a model
Implement principal component analysis
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