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

      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.

      Published: 19 Jan 2018

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