What is the Support Vector Machine (SVM) in Machine Learning?

What is Support Vector Machine (SVM) and How it works?
Support vector machines (SVMs) are a particularly powerful and flexible class of supervised algorithms for both classification and regression. In this article, I will develop the intuition behind support vector machines and their use in classification problems. I will begin…