A while back I wrote a blog on How to Build a Machine Learning Model (A Visual Guide to Learning Data Science) which takes you on a visual and conceptual journey on how a machine learning model is built. What the article did not show was how to implement the actual building of the model.
In this article, you will learn how to build your first machine learning model in Python. Particularly, you will be building regression models using traditional linear regression as well as other machine learning algorithms.
I’ve created the following YouTube video to serve as a supplement to this article, particularly it will get you up to speed on the concepts of machine learning model building as also covered in the first blog post mentioned above.
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