Lecture
This lecture introduces the Support Vector Machine (SVM) and its history, highlighting its application in various fields such as computer vision, bioinformatics, and finance. The instructor explains the construction of a projection and the concept of linear classifiers, focusing on defining the separating hyperplane and classifier margin.