Introduction to Data, Signal, and Image Analysis with MATLAB

Description

Welcome to Introduction to Data, Signal, and Image Analysis with MATLAB!

MATLAB is an extremely versatile programming language for data, signal, and image analysis tasks. This course provides an introduction on how to use MATLAB for data, signal, and image analysis. After completing the course, learners will understand how machine learning methods can be used in MATLAB for data classification and prediction; how to perform data visualization, including data visualization for high dimensional datasets; how to perform image processing and analysis methods, including image filtering and image segmentation; and how to perform common signal analysis tasks, including filter design and frequency analysis.


Learners will understand how signals, images, and data are represented and manipulated in MATLAB

Learners will gain experience with methods for data visualization, including high dimensional datasets in MATLAB

Learners will apply machine learning methods for data classification and prediction in MATLAB

Learners will learn essential signal frequency analysis and image processing methods in MATLAB

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Career Relevance by Data Role

The techniques and tools covered in Introduction to Data, Signal, and Image Analysis with MATLAB are most similar to the requirements found in Business Analyst job advertisements.


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Fast Facts

Tools
Matlab

Techniques
ClassificationData AnalysisData SetsData VisualizationImage AnalysisMachine LearningProgrammingSegmentation AnalysisUser Experience

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