Learning Objectives

• Explain the main idea of Support Vector Machines (SVM).
  
  

• Describe the margin, support vectors, and the role of the kernel function.
  
  

• Explain how Quantum SVM (QSVM) replaces the classical kernel with a quantum kernel.
  
  

• Understand that both SVM and QSVM use the same optimization idea but different ways to measure similarity between data points.