Introduction to Data, Signal, and Image Analysis with MATLAB (Coursera)

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.
What You Will Learn

- 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

Course 3 of 3 in the MATLAB Programming for Engineers and Scientists Specialization.

Syllabus

WEEK 1: Introduction

WEEK 2: Data analysis in MATLAB

WEEK 3: Signal Analysis in Matlab

WEEK 4: Image Analysis in Matlab

WEEK 5: Final Project