Michael Lubinsky

← Home

Linear Algebra

https://www.youtube.com/playlist?list=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k

https://hn.algolia.com/?dateRange=all&page=0&prefix=false&query=linear%20algebra&sort=byPopularity&type=story

https://terrytao.wordpress.com/wp-content/uploads/2016/12/linear-algebra-notes.pdf

https://setosa.io/ev/eigenvectors-and-eigenvalues/

https://explained.ai/matrix-calculus/

https://codingthematrix.com/

гельфанд линейная алгебра

https://ikfia.ysn.ru/wp-content/uploads/2018/01/Gelfand1971ru.pdf

https://old.mccme.ru/free-books/shen/gelfand-shen-algebra.pdf

https://www.klex.ru/v0h

https://mccme.ru/free-books/linalg/gelfand.html

https://www.youtube.com/watch?v=kjBOesZCoqc&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab

https://linear.axler.net/ Linear Algebra done right 4ed

https://textbooks.math.gatech.edu/ila/

http://immersivemath.com/ila/index.html

https://betterexplained.com/articles/linear-algebra-guide/

https://www.fast.ai/posts/2017-07-17-num-lin-alg.html

https://pabloinsente.github.io/intro-linear-algebra

https://hefferon.net/linearalgebra/

Linear Algebra for Computer Vision, Robotics, and Machine Learning
https://www.cis.upenn.edu/~cis5150/linalg-I-f.pdf

https://calnewport.com/mastering-linear-algebra-in-10-days-astounding-experiments-in-ultra-learning/

Demo code in the Julia language to accompany the book "Linear Algebra for Data Science, Machine Learning, and Signal Processing" https://www.cambridge.org/highereducation/books/linear-algebra-for-data-science-machine-learning-and-signal-processing/1D558680AF26ED577DBD9C4B5F1D0FED#overview

https://github.com/JeffFessler/book-la-demo

https://news.ycombinator.com/item?id=42633805

https://mathacademy.com/courses/linear-algebra

https://tminka.github.io/papers/matrix/minka-matrix.pdf

https://mathacademy.com/courses/mathematics-for-machine-learning

https://www2.math.upenn.edu/~ghrist/preprints/LAEF.pdf

https://x.com/robertghrist/status/1874105560641220830

https://www.argmin.net/p/linear-doesnt-mean-easy

Linear Algebra

https://www2.math.upenn.edu/~ghrist/preprints/LAEF.pdf

https://drive.google.com/file/d/1nJVwdQV9zp-Q9VQenZF0-HOOG6L2lEOD/view Linear Algebra for DataScience

3Blue1Brown Linear Angebra (ru) https://www.youtube.com/playlist?list=PLVjLpKXnAGLXPaS7FRBjd5yZeXwJxZil2

https://coffeemug.github.io/spakhm.com/posts/01-lingalg-p1/linalg-p1.html

Matrix

https://news.ycombinator.com/item?id=26676729

Linear algebra

https://www.andreinc.net/2021/01/20/eigenvalues-and-eigenvectors-explained

https://data-science-blog.com/blog/2020/10/27/10360/ visualizing linear transformations and eigenvectors

https://pabloinsente.github.io/intro-linear-algebra

https://pabloinsente.github.io/intro-linear-algebra

https://hefferon.net/linearalgebra/index.html

https://textbooks.math.gatech.edu/ila/

https://news.ycombinator.com/item?id=21231228 linear algebra books

https://civilstat.com/2015/07/dont-invert-that-matrix-why-and-how/ Do not invert the matrix

https://kam.mff.cuni.cz/~matousek/stml-53-matousek-1.pdf

https://news.ycombinator.com/item?id=19933274

https://www.dhruvonmath.com/2020/07/26/who-cares-about-eigenvectors/

http://setosa.io/ev/eigenvectors-and-eigenvalues/

https://www.youtube.com/watch?v=mxkGMbrobY0&feature=youtu.be

https://dhruvp.netlify.com/2019/02/25/eigenvectors/

https://news.ycombinator.com/item?id=19349858

https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw . 3Blue1Brown

http://immersivemath.com/ila/index.html . Visual

https://www.amazon.com/Coding-Matrix-Algebra-Applications-Computer/dp/0615880991/

http://codingthematrix.com/

https://www.youtube.com/watch?v=rowWM-MijXU

https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab

https://explained.ai/matrix-calculus/index.html

https://news.ycombinator.com/item?id=21628449

http://academictorrents.com/details/54cd86f3038dfd446b037891406ba4e0b1200d5a

https://archive.org/details/LinearAlgebraAndMatrixTheory

https://news.ycombinator.com/item?id=19013189

https://web.stanford.edu/~boyd/vmls/

http://www.seas.upenn.edu/~cis515/linalg.pdf

https://news.ycombinator.com/item?id=15923338 linear algebra and ML

<https://www.dhruvonmath.com/2020/07/26/who-cares-about-eigenvectors/

https://machinelearningmastery.com/introduction-to-eigendecomposition-eigenvalues-and-eigenvectors/

https://machinelearningmastery.com/resources-for-linear-algebra-in-machine-learning/

https://machinelearningmastery.com/linear-algebra-cheat-sheet-for-machine-learning/

https://news.ycombinator.com/item?id=18351312 . Linear Algebra

https://gwthomas.github.io/docs/math4ml.pdf

Linear Algebra with SymPy

https://live.sympy.org/

https://live.sympy.org/?evaluate=A%20%3D%20Matrix(%5B%5B0%2C%20%201%5D%2C%0A%20%20%20%20%20%20%20%20%20%20%20%20%5B-1%2C%200%5D%5D)%0A%23--%0AA%20*%20Matrix(%5B1%2C0%5D)%0A

https://minireference.com/static/tutorials/sympy_tutorial.pdf

https://github.com/minireference/sympytut_notebooks/blob/master/notebooks/Linear-algebra.ipynb

https://www.youtube.com/watch?v=2G3PmEZI6n8&list=PLGmu4KtWiH6-F2JlLVvCTsMR91I4ix0_z&index=1