Introduction to Data, Signal, and Image Analysis with MATLAB
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
Syllabus
Syllabus - What you will learn from this course
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
FAQ
When will I have access to the lectures and assignments?
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
Reviews
A fast paced course with ample video presentations and challenging assignments. I enjoyed it a lot and really expanded my knowledge of MATLAB.
It's a good approach for learning signal analysis and image processing using Matlab even if you don't have too much expertise in this subject.
Excelente curso. El profesor explica muy bien y los videos estan muy claros. Las taréas son bien dirigidas.
The course was really well designed and well explained.
