How To Prepare Your Data For Machine Learning in Python with Scikit-Learn - Machine Learning Mastery

Many machine learning algorithms make assumptions about your data. It is often a very good idea to prepare your data in such way to best expose the structure of the problem to the machine learning algorithms that you intend to use. In this post you will discover how to prepare your data for machine learning in Python using scikit-learn. How To Prepare Your Data For Machine Learning in Python with Scikit-Learn Photo by Vinoth Chandar, some rights reserved. You almost always need to preprocess your data.