The Optimization Behind SVM: Primal and Dual Form

Anyone who has clicked this link already knows about SVM, but believe me, there is a lot going on in the background.

Understanding the dual and primal forms of SVM optimization is crucial for data scientists in the field of machine learning. It gives them a fundamental understanding of how SVM works, enabling them to interpret and explain the results obtained from SVM models. Additionally, this knowledge helps in algorithm selection and customization, allowing data scientists to choose the most suitable optimization approach based on factors…