The support vector machine (SVM) is one of the most popular algorithms for classification problems. To understand how it works, we need mathematical concepts such as vector, metric (distance), vector space, and hyperplane. My plan is to make a lesson plan such that you learn these mathematical concepts while building a SVM from scratch.
Basic Math for Data Science, etc.
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