Skip to content
MathWorks - Mobile View
  • Sign In to Your MathWorks AccountSign In to Your MathWorks Account
  • Access your MathWorks Account
    • My Account
    • My Community Profile
    • Link License
    • Sign Out
  • Products
  • Solutions
  • Academia
  • Support
  • Community
  • Events
  • Get MATLAB
MathWorks
  • Products
  • Solutions
  • Academia
  • Support
  • Community
  • Events
  • Get MATLAB
  • Sign In to Your MathWorks AccountSign In to Your MathWorks Account
  • Access your MathWorks Account
    • My Account
    • My Community Profile
    • Link License
    • Sign Out

Videos and Webinars

  • MathWorks
  • Videos
  • Videos Home
  • Search
  • Videos Home
  • Search
  • Contact sales
  • Trial software
22:03 Video length is 22:03.
  • Description
  • Related Resources

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.

Related Products

  • Statistics and Machine Learning Toolbox

See the full video: Essential Tools for Machine Learning (35:58)

Bridging Wireless Communications Design and Testing with MATLAB

Read white paper

Mastering Machine Learning: A Step-by-Step Guide with MATLAB

Read ebook

Feedback

Featured Product

Statistics and Machine Learning Toolbox

  • Request Trial
  • Get Pricing

Up Next:

34:31
Machine Learning with MATLAB: Getting Started with...

Related Videos:

4:34
Classify Data Using the Classification Learner App
34:34
Machine Learning Made Easy
5:36
Machine Learning for Predictive Modelling (Highlights)
44:37
Machine Learning for Predictive Modelling

View more related videos

MathWorks - Domain Selector

Select a Web Site

Choose a web site to get translated content where available and see local events and offers. Based on your location, we recommend that you select: .

  • Switzerland (English)
  • Switzerland (Deutsch)
  • Switzerland (Français)
  • 中国 (简体中文)
  • 中国 (English)

You can also select a web site from the following list:

How to Get Best Site Performance

Select the China site (in Chinese or English) for best site performance. Other MathWorks country sites are not optimized for visits from your location.

Americas

  • América Latina (Español)
  • Canada (English)
  • United States (English)

Europe

  • Belgium (English)
  • Denmark (English)
  • Deutschland (Deutsch)
  • España (Español)
  • Finland (English)
  • France (Français)
  • Ireland (English)
  • Italia (Italiano)
  • Luxembourg (English)
  • Netherlands (English)
  • Norway (English)
  • Österreich (Deutsch)
  • Portugal (English)
  • Sweden (English)
  • Switzerland
    • Deutsch
    • English
    • Français
  • United Kingdom (English)

Asia Pacific

  • Australia (English)
  • India (English)
  • New Zealand (English)
  • 中国
    • 简体中文Chinese
    • English
  • 日本Japanese (日本語)
  • 한국Korean (한국어)

Contact your local office

  • Contact sales
  • Trial software

MathWorks

Accelerating the pace of engineering and science

MathWorks is the leading developer of mathematical computing software for engineers and scientists.

Discover…

Explore Products

  • MATLAB
  • Simulink
  • Student Software
  • Hardware Support
  • File Exchange

Try or Buy

  • Downloads
  • Trial Software
  • Contact Sales
  • Pricing and Licensing
  • How to Buy

Learn to Use

  • Documentation
  • Tutorials
  • Examples
  • Videos and Webinars
  • Training

Get Support

  • Installation Help
  • MATLAB Answers
  • Consulting
  • License Center
  • Contact Support

About MathWorks

  • Careers
  • Newsroom
  • Social Mission
  • Customer Stories
  • About MathWorks
  • Select a Web Site United States
  • Trust Center
  • Trademarks
  • Privacy Policy
  • Preventing Piracy
  • Application Status

© 1994-2022 The MathWorks, Inc.

  • Facebook
  • Twitter
  • Instagram
  • YouTube
  • LinkedIn
  • RSS

Join the conversation