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Lecture Notes Online

http://econphd.econwiki.com/notes.htm Mathematics for economists: Julio Dávila (Penn), Mathematics for Economic Theory Arne Hallam (Iowa State), Quantitative Methods in Economic Analysis John Hillas / Dmitriy Kvasov (Auckland), Foundations of Economic Analysis Michael Manove (Boston U), Mathematics for Micro Markus Möbius (Harvard), Mathematics for Economists Efe Ok (NYU), Real Analysis & Probability Theory with Economic Applications Martin Osborne (Toronto), Mathematical Methods for Economic Theory Guoqiang Tian (Texas A&M), Mathematical Economic s Viatcheslav Vinogradov (Charles U), A Cook-Book of Mathematics
control theory resources

learn to code

Why is Research Difficult for Beginning Ph.D. Students? Part of the difficulty with research at the beginning is that (a) it is never a burning thing - you can always do it tomorrow, and (b) it is not clear (at least before you complete a couple of research papers) what needs to be done and where you're supposed to start. http://magma.cs.uiuc.edu/eyal/for-students/paper-path.html

An Algorithm for a Good Research Paper

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Stan Courseware

NPTEL

MIT OCW

Dan Negrut, Advanced Computational Multibody Dyanmics

http://sbel.wisc.edu/Courses/ME751/2010/ Resources Edward J. Haug, Computer Aided Kinematics and Dynamics of Mechanical Systems (Allyn and Bacon, 1989) pdf of book ME751 Discussion Forum: Forum
{*style:<i> </i>*} : (Prerequisite, EEL 3123C, including diff equations, transform techniques, circuit transfer functions, network theory).

Linear Control Systems

http://engineeringppt.blogspot.com/search/label/Linear%20Control%20Systems

CTM: Matlab Basics Tutorial

http://ctms.engin.umich.edu/CTMS/index.php?aux=Basics_Matlab Key MATLAB commands used in this tutorial are: plot , polyval , roots , conv , deconv , inv , eig , poly , tf , zero Contents MATLAB is an interactive program for numerical computation and data visualization; it is used extensively by control engineers for analysis and design.
reinforcement learning

math resources

cv resources

Optimization Resources

ML resources