In my previous article, I covered supervised learning. Now, we'll dive deeper into one of the topics covered in that article - namely, linear classification. This article is the first part of two - in this part, I'll lay out a baseline understanding of classification problem in general as well as some useful techniques....
My goal with this series is to serve as an educational tool for those looking to review the fundamentals of machine learning with an emphasis on ease of understanding. This series assumes some familiarity with machine learning in general. In addition, these articles will be less focused on the coding side of things and instead focus on the underlying mathematics and intuition behind these concepts...