Classes on the Intenet:
Classes with Notes by Alexander Donganzic
Introduction to Digital Signal Processing |
Signals and Systems I |
Digital Signal Processing |
Discrete Signals and Systems |
Probabilistic Methods for Electrical Engineers |
Space-Time Processing |
Links to Other Classes on the Web
MIT Open Course Ware: free on-line courses. http://ocw.mit.edu/OcwWeb Circuits and Electronics Electromagnetic Fields, Forces, and Motion Electromagnetics and Applications |
Edx http://www.edxonline.org/ |
Coursera https://www.coursera.org/courses |
http://see.stanford.edu/
http://www.cs.cmu.edu/~zkolter/course/linalg/index.html
By: Stephen P. Boyd
http://www.stanford.edu/~boyd/
By: Stephen P. Boyd
http://www.stanford.edu/~boyd/
By: Mike Zoltowski
http://cobweb.ecn.purdue.edu/~ee538/
By: Athanasios Papoulis
http://www.mhhe.com/engcs/electrical/papoulis/
http://galton.uchicago.edu/~lalley/Courses/390/index.html
http://www.stat.uchicago.edu/~lalley/Courses/391/
By: LIU Peng
http://streaming.stat.iastate.edu/~stat416/index.php?dir=Lecture+Notes%2F
http://www.columbia.edu/~jw2966/course-FA11.html
By: Matthew O. Jackson and Yoav Shoham
https://www.coursera.org/course/gametheory
https://class.coursera.org/bigdata-2012-001/class/index
By Stephen Boyd
http://stanford.edu/class/ee103/index.html
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Space-Time Wireless Communications.
https://ccnet.stanford.edu/cgi-bin/course.cgi?cc=ee492m&action=handout_view&V_section=cat1073499765 -
Random matrices in communications.
https://ccnet.stanford.edu/cgi-bin/course.cgi?cc=ee392z&action=handout_view&V_section=cat1144351079 -
Principles of Radar Systems.
By: Howard Zebker
http://www.stanford.edu/class/ee254/index.shtml
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Review of Basic Statistical Concepts
https://onlinecourses.science.psu.edu/statprogram/review_of_basic_statistics -
Statistics courses ISU.
http://www.stat.iastate.edu/courses/ -
Lectures on statistics
http://www.math.uiuc.edu/~r-ash/Stat.html -
Online course on Statistical Signal Processing
By: Clayton Scott
http://cnx.org/content/col10232/latest/ -
Introduction to Statistical Signal Processing.
By: Robert M. Gray
http://www.stanford.edu/class/ee278/info.shtml -
Sequential Hypothesis Testing (independent module)
By: Don Johnson
http://cnx.org/content/m11242/latest/ -
Distributed Detection (independent module)
By: Don Johnson
http://cnx.org/content/m11233/latest/ -
Estimation and Decision Theory.
By: Robert Nowak
http://www.ece.wisc.edu/~nowak/ece830/
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Machine Learning
By: Andrew Ng
http://jan2012.ml-class.org/ -
Machine Learning
by Dr. Doina Precup and Dr. Guillaume Rabusseau
http://www.cs.mcgill.ca/~dprecup/courses/ML/lectures.html -
A video with an example of signal processing and machine learning:
https://www.youtube.com/watch?v=mexN6d8QF9o