SVM Tutorial

    • SVMs - An overview of Support Vector Machines
    • The math behind SVM
      • Part 1: The margin
      • Part 2: Calculate the margin
      • Part 3: The optimal hyperplane
      • Part 4: Unconstrained minimization
      • Part 5: Convex functions
      • Part 6: Duality and Lagrange multipliers
    • SVM in practice
      • How to prepare your data for text classification ?
      • Linear Kernel: Why is it recommended for text classification ?
      • How to classify text using SVM in C#
      • SVM Tutorial: How to classify text in R
      • Support Vector Regression with R
    • News
      • Support Vector Machines Succinctly released
      • A retrospective of SVM Tutorial and some new content

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    Support Vector Machines Succinctly

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    News

      Support Vector Machines Succinctly released

      Calendar October 24, 2017

      My ebook Support Vector Machines Succinctly is available for free.

      Download Support Vector Machines Succinctly

      About Support Vector Machines Succinctly

      While I was working on my series of articles about the mathematics behind SVMs, I have been contacted by Syncfusion to write an ebook in their …

      A retrospective of SVM Tutorial and some new content

      Calendar September 28, 2020

      Almost six years ago, on October 11, 2014, I published my first article about Support Vector Machines. It was a short article describing how to classify text in C#. My original goal was to create a blog containing a series of tutorials about Support Vector …

      SVM Tutorial - © Alexandre Kowalczyk