Support Vector Machines (SVMs)

• Hard-margin SVMs
• Soft-margin SVMs
• Kernel Trick

Applications:

• Stock price predictions

Posts:

• Paper: MIT/Berwick – An Idiot’s Guide to Support Vector Machines
• Tutorial: Sentdex – SVMs with Python