Outline of Support Vector Machines

• Introductory Slide
• Parametric vs. Non-Parametric Learning Algorithms
• Linear Separators
• Support Vectors
• Projecting from one set of dimensions to another
• Exercise
• Kernel Trick
• Support Vector Machines
• Making Separators
• Conclusion