Feature engineering involves a set of techniques that make data from machine learning algorithms more meaningful. In this course, we have introduced you to this technique, its role in machine learning, and its various crucial processes. You will also learn the ways of selecting and extracting out the most meaningful data for your algorithm. You will also learn how feature engineering can be applied in real-world situations.