Introduction to Data, Signal, and Image Analysis with MATLAB
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Course overview
- Provider
- Coursera
- Course type
- Free online course
- Level
- Intermediate
- Deadline
- Flexible
- Duration
- 23 hours
- Certificate
- Paid Certificate Available
- Course author
- Jack Noble
-
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
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.
