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2 changes: 1 addition & 1 deletion content/courses/matlab-machine-learning/_index.md
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# Overview
## Overview

This short course focuses on data analytics and machine learning techniques in MATLAB® using functionality within Statistics and Machine Learning Toolbox™ and Neural Network Toolbox™. The course demonstrates the use of unsupervised learning to discover features in large data sets and supervised learning to build predictive models. Examples and exercises highlight techniques for visualization and evaluation of results. Topics include:

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4 changes: 2 additions & 2 deletions content/courses/matlab-programming/_index.md
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**<a href="https://matlabacademy.mathworks.com/R2019b/portal.html?course=mlbe&s_tid=sched_leaf_spot" target="_blank">Matlab Academy:Fundamentals of Matlab</a>**

**<a href="https://matlabacademy.mathworks.com/R2019b/portal.html?course=mlbe&s_tid=sched_leaf_spot#chapter=1&lesson=1&section=1" target="_blank">Video of Fundamentals of Matlab</a>**

**<a href="https://matlabacademy.mathworks.com/R2019b/portal.html?course=mlbe&s_tid=sched_leaf_spot#chapter=1&lesson=1&section=1"target="_blank">Video: Fundamentals of Matlab</a>**

**<a href="https://matlabacademy.mathworks.com/artifacts/quick-reference.html?course=mlbe&release=R2019a&language=en"target="_blank">Quick Reference Guide (used for presentation)</a>**
**<a href="https://matlabacademy.mathworks.com/artifacts/quick-reference.html?course=mlbe&release=R2019a&language=en" target="_blank">Quick Reference Guide</a>**


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### Getting Data into Matlab

**<a href="https://matlabacademy.mathworks.com/R2019b/portal.html?course=mlbe&s_tid=sched_leaf_spot#chapter=1&lesson=3&section=2"target="_blank">Video: Import Tool</a>**
**<a href="https://matlabacademy.mathworks.com/R2019b/portal.html?course=mlbe&s_tid=sched_leaf_spot#chapter=1&lesson=3&section=2" target="_blank">Video: Import Tool</a>**


**<a href="https://matlabacademy.mathworks.com/R2019b/portal.html?course=mlbe&s_tid=sched_leaf_spot#chapter=1&lesson=3&section=4" target="_blank">Exercise: Using the Variable Editor</a>**

**<a href="https://matlabacademy.mathworks.com/R2019b/portal.html?course=mlbe&s_tid=sched_leaf_spot#chapter=1&lesson=3&section=5" target="_blank">Exercise: Saving Modifications</a>**

### Obtaining Help

**<a href="https://matlabacademy.mathworks.com/R2019b/portal.html?course=mlbe&s_tid=sched_leaf_spot#chapter=1&lesson=4&section=2"target="_blank">Video: Using MATLAB's Documentation</a>**
**<a href="https://matlabacademy.mathworks.com/R2019b/portal.html?course=mlbe&s_tid=sched_leaf_spot#chapter=1&lesson=4&section=2" target="_blank">Video: Using MATLAB's Documentation</a>**

**<a href="https://matlabacademy.mathworks.com/R2019b/portal.html?course=mlbe&s_tid=sched_leaf_spot#chapter=1&lesson=4&section=3" target="_blank">Exercise: Open and Use Function Documentation</a>**

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