One Hot Encoding The Exploding Dimensions Problem Explained Categorical Encoding

Summary

In theory, discrete variables, or features, are easy to use with machine learning algorithms. However, in practice, it's not always so ... There are lots of questions out there about machine learning. In this episode of TensorFlow Tip of the Week, Laurence tells you ... Don't miss out! Get FREE access to my Skool community — packed with resources, tools, and support to help you with Data, ... This playlist/video has been uploaded for Marketing purposes and contains only selective videos. For the entire video course and ... Machine learning models work very well for dataset having only numbers. But how do we handle text information in dataset? In this quick and beginner-friendly crash course, we dive into 00:00 How Do You Turn a Category Into Numbers a Model Can Use 00:57 Building a Concept Hierarchy in Four Steps 02:12 ...