Is there a good online course (with video) for Image/Signal Processing or Matrix Computations that includes a section on the principles of Compressed Sensing?
EDIT: There is no shortage of links to go through: http://www.quora.com/Compressed-Sensing/What-are-some-good-resources-for-learning-about-compressed-sensing
If anyone can suggest a good one from experience I would appreciate it.
Coursera has many courses available. Please check https://www.coursera.org/course/digital
There are some matlab codes on CS.
Here it's a set of lectures taught by professor Emmanuel Candés at Cambridge. Video & Audio
Apart from Coursera mentioned previously, I could also suggest edX: ELEC301x Discrete Time Signals and Systems from Rice University. Fairly good introduction to DSP.