6 Ways to Dealing With Null Values – Regenerative

Null values are a big problem in machine learning and deep learning. If you are using sklearn, TensorFlow, or any other machine learning or deep learning packages, it is required to clean up null values before you pass your data to the machine learning or deep learning framework. Otherwise, it will give you a long and ugly error message. In this article, we will work on how to handle null values. First, there will be some very simple methods and slowly we will move toward some more complex and more efficient ways.