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Support Vector Machine (SVM)

AI/ML Fundamentals

Finds optimal decision boundary

What is Support Vector Machine (SVM)?

Finds hyperplane that best separates classes with maximum margin. Works well for high-dimensional data.

Real-World Examples

  • Text classification
  • Image classification
  • Handwriting recognition

When to Use This

For classification with clear margin of separation