Support Vector Machine

From Ioannis Kourouklides
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This page contains resources about Support Vector Machines.

Online Courses[edit]

Video Lectures[edit]

Lecture Notes[edit]

Books and Book Chapters[edit]

  • Shalev-Shwartz, S., & Ben-David, S. (2014). "Chapter 15: Support Vector Machines". Understanding Machine Learning: From Theory to Algorithms. Cambridge University Press.
  • Russell, S. J., & Norvig, P. (2010). "Section 18.9: Support Vector Machines". Artificial Intelligence: A Modern Approach. Prentice Hall.

Scholarly Articles[edit]

Software[edit]

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Other Resources [edit]