Data Preprocessing: Identifiers
Learn how we can remove identifying data.
We'll cover the following...
Identifiers
The goal of machine learning is to create an algorithm that can predict data. Or, as we said before: to put a label on a thing. While we use already labeled data when building the algorithm, the goal is to predict labels we don’t know yet.
We don’t tell the algorithm how it can decide which label to select. Instead, we give the algorithm the data and let it figure it out. That being said, an intelligent ...