support vector machine and types of regression

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In this presentation, delve into the foundational concepts of Support Vector Machines (SVM) and regression, critical tools for making informed decisions in education. We'll explore the mechanics of SVMs and their application in analyzing student data, as well as various regression models such as linear and logistic, highlighting their unique roles in educational settings. Emphasis is placed on the evaluation metrics used to assess their impact on educational outcomes, supported by real-world...