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22:03 Video length is 22:03.
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Machine Learning Using Heart Sound Classification Example

Explore machine learning techniques in practice using a heart sounds application. Through demonstration, we'll cover:

  • Classifying normal and abnornal heart sounds
  • Hyperparameter tuning to optimize the model
  • Reducing dimensionality and identifying import features using advanced feature selection techniques
  • Code generation for deployment in embedded devices and enterprise applications

The heart sounds application was featured in the 2016 PhysioNet/Computing in Cardiology Challenge.

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