Support Vector Machines

By
NeurotechEU
Difficulty level
Advanced
Speaker
Elena Trunz
Type
Lectures
Video
Duration
53.39
Topic
General neuroinformatics
Machine learning

Statistics for Machine Learning - Day 05 lecture of the  Foundations of Machine Learning in Python course.

Support Vector Machines -  Day 06 lecture of the  Foundations of Machine Learning in Python course.

High-Performance Computing and Analytics Lab, University of Bonn

Topics covered in this lesson
  • Introduction
  • Linearly Separable Data
  • Soft-margin SVM
  • Non-Linearly Separable Data
  • The Kernel Trick
Documents
Day 06 Support Vector Machines (586.64 KB)
Day 06 Exercise_svm.zip (15.29 KB)
Day 06 Exercise_svm_solution.zip (318.14 KB)
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