MIT : Maths for Computer Science
There is a textbook written by MIT profs, also translated into Chinese.
MIT : Maths for Computer Science
Tag Archives: MIT
Hermitian Matrix
Complex-value Matrix aka Hermitian Matrix, Fourier Transform towards FFT.
Charles Hermite ：(小15 年)师弟 of Galois from same Lycée Louis Le Grand with same high school Math teacher Mr. Richard.
key concepts: Orthogonal, orthonormal, conjugate, inverse
MIT New Course (Prof Gilbert Strang) : Linear Algebra and Learning From Data
[MIT OCW Online Course Videos]
[Full Video]
The “Bible of Functional Programming” 《Structure and Interpretation of Computer Programs》
MIT Online Free Courses
“Deep Learning” Online Book
Most popular AI Deeplearning Book by MIT :
[English]
http://www.deeplearningbook.org/
[中文版]
https://exacity.github.io/deeplearningbook-chinese/
Excellent MITOpenCourseware
Strongly recommended the free excellent MIT Math for high school, undergrads/grads and any self-study Math learners.
Thanks Prof. Gilbert Strang for the unselfish sharing.
http://ocw.mit.edu/faculty/gilbert-strang/
I find extreme pleasure when I discovered his brilliant lecture notes in “Generating Function” – a Discrete Math technique for computing Sequence using function, and the application in complex Combinatorics. Download PDF here.
Example:
Math Online Tom Circle 