Mastering Machine Learning with MATLAB

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Mastering Machine Learning with MATLAB
Mastering Machine Learning with MATLAB by Giuseppe Ciaburro
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours 10M | 559 MB
Genre: eLearning | Language: English



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.

This video course takes a very comprehensive approach to enhancing your understanding of machine learning using MATLAB. Plenty of real-world examples and use cases are included in the video course to help you grasp the concepts quickly and apply them easily in your day-to-day work.

What You Will Learn
- Learn the introductory concepts of machine learning
- Explore the different types of regression technique such as simple and multiple linear regression, ordinary least squares estimation, correlations, and how to apply them to your data
- Discover the basics of classification methods and how to implement the Naive Bayes algorithm and Decision Trees in the MATLAB environment
- Perform data fitting, pattern recognition, and clustering analysis with the help of the MATLAB neural network toolbox


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Mastering Machine Learning with MATLAB





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Tags: Mastering, Machine, Learning, MATLAB

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