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

Ready to start applying machine learning with MATLAB®? Get started with a MATLAB machine learning example presented in an easy-to-follow tutorial format.

Get this ebook, download the code, and step through a hands-on machine learning tutorial that helps you master machine learning techniques. The MATLAB machine learning example, a heart sounds classifier, takes you from loading data to deploying a trained model.

Download the ebook to learn how to:

  • Access and explore data

  • Preprocess data using stepwise regression and regularization for feature selection

  • Develop predictive models with classification algorithms, including decision trees, K-nearest neighbors, and naive Bayes

  • Optimize model performance and tune hyperparameters by using grid search and Bayesian optimization

  • Deploy analytics to desktops, enterprise IT systems, the cloud, and embedded systems

 
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