Mastering Machine Learning with MATLAB [Video]

Mastering Machine Learning with MATLAB [Video]

Giuseppe Ciaburro

Raise your Machine Learning skills with MATLAB
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Video Details

ISBN 139781788998130
Course Length2 hours and 10 minutes

Video Description

MATLAB is the language of choice for many researchers and mathematics experts for Machine Learning. This video course will help you build a foundation in Machine Learning using MATLAB. You’ll start by performing data fitting, pattern recognition, and clustering analysis. Then, you’ll explore feature selection and extraction techniques for dimensionality reduction for performance improvement. Finally, you will learn to put it all together through real-world cases covering major Machine Learning algorithms and will now be an expert in performing Machine Learning with MATLAB.

Style and Approach

The video takes a very comprehensive approach to enhance your understanding of Machine Learning using MATLAB. Numerous real-world examples and use cases are included in the video to help you grasp the required concepts quickly and apply them easily in your day-to-day work.

What You Will Learn

  • Discover different ways to transform data using SAS XPORT, import, and export tools.
  • Discover the basics of classification methods and how to implement the Naive Bayes algorithm and Decision Trees in the MATLAB environment.
  • Use clustering methods such as hierarchical clustering to group data using similarity measures.
  • Perform data fitting, pattern recognition, and clustering analysis with the help of the MATLAB Neural Network Toolbox.
  • Use feature selection and extraction for dimensionality reduction, leading to improved performance.

Authors

Video Details

ISBN 139781788998130
Course Length2 hours and 10 minutes
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