Math list

Calcus はいわゆる 解析学の基本の、微分積分学

Single variable calcus

http://ocw.mit.edu/courses/mathematics/18-01sc-single-variable-calculus-fall-2010/

https://www.youtube.com/playlist?list=PL590CCC2BC5AF3BC1


Multi variable calcus

http://ocw.mit.edu/courses/mathematics/18-02sc-multivariable-calculus-fall-2010/

https://www.youtube.com/playlist?list=PL4C4C8A7D06566F38


Linear algebra

https://www.youtube.com/playlist?list=PLE7DDD91010BC51F8

http://ocw.mit.edu/courses/mathematics/18-06sc-linear-algebra-fall-2011/


Differential equations

http://ocw.mit.edu/courses/mathematics/18-03sc-differential-equations-fall-2011/


18.100 Real Analysis

http://cmes.uccs.edu/Fall2007/Math533/archive.php


18.125 Measure and Integration

http://web.maths.unsw.edu.au/~potapov/5825_2013/


Optimization

https://www.youtube.com/playlist?list=PL3940DD956CDF0622

http://stanford.edu/class/ee364a/ (Winter)

http://stanford.edu/class/ee364b/ (Spring)


Engineering

18.085 Computational Science and Engineering I Graduate

http://ocw.mit.edu/courses/mathematics/18-085-computational-science-and-engineering-i-fall-2008/


18.086 Mathematical Methods for Engineers II Graduate

http://ocw.mit.edu/courses/mathematics/18-086-mathematical-methods-for-engineers-ii-spring-2006/


Mathematical statistics

http://stats.stackexchange.com/questions/68793/what-math-subjects-would-you-suggest-to-prepare-for-data-mining-and-machine-lear

http://www.uccs.edu/math/student-resources/video-course-archive.html

https://m.reddit.com/r/statistics/comments/1n6o19/looking_for_a_good_mathematical_statistics/


Discrete math

http://cmes.uccs.edu/Fall2014/Math2150/archive.php


Algorithm : Mathematics for computer science

http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/

http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-introduction-to-algorithms-sma-5503-fall-2005/



Numerical Methods

http://www.lifelong-learners.com/pde/com/

http://openedx.seas.gwu.edu/courses/GW/MAE6286/2014_fall/about

using computer programming

http://www.nr.com/  Numerical Recipes


Machine Learning

https://www.coursera.org/course/ml

https://www.youtube.com/playlist?list=PLD63A284B7615313A


Probabilistic systems

http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-041-probabilistic-systems-analysis-and-applied-probability-fall-2010/index.htm



大学レベルの数学を日本語でということだと、院試の勉強という感じになるでしょうか。

http://gradschool.phpapps.jp/archives/192


気分転換に Introduction to Engineering

https://www.edx.org/course/circuits-electronics-1-basic-circuit-mitx-6-002-1x

https://www.edx.org/course/circuits-electronics-2-amplification-mitx-6-002-2x