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- Introduction to Linear Algebra for Applied Machine Learning with Python https://pabloinsente.github.io/intro-linear-algebra 52 comments
- Nvidia GPU enabled machine learning and linear algebra in R http://cran.r-project.org/web/packages/gputools/index.html 8 comments
- Machine Learning, Linear Algebra, and More: Is SQL All You Need? https://www.cidrdb.org/cidr2022/papers/p17-blacher.pdf 20 comments programminglanguages
- Study module: Linear Algebra for Machine Learning https://the-learning-machine.com/article/machine-learning/linear-algebra 14 comments learnmachinelearning
- Linear Algebra for Machine Learning (with animations) https://www.youtube.com/playlist?list=PL5VO4MoudfRpnGL7TH7RPfEZ-ey3NFafv 6 comments learnmachinelearning
- Best Linear Algebra Books for Machine Learning https://codingvidya.com/best-linear-algebra-books/ 5 comments learnmachinelearning
- Where can I study machine learning if I already have a good background in mathematics, linear algebra and probability theory? https://www.google.com/url?cad=rja&cd=1&esrc=s&q=&rct=j&sa=t&source=web&uact=8&url=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fmachine-learning&usg=AOvVaw2zgTKaHlTbWua1rRu2TcP9&ved=2ahUKEwij1ZyAk5_fAhUMPFAKHRkSCkoQFjAAegQIAhAC 13 comments learnmachinelearning
- Mathematics for Machine Learning Linear Algebra Course From Imperial College London P1 https://youtu.be/EXSvy5OkA78 2 comments deeplearning
- Mathematics for Machine Learning Linear Algebra Course From Imperial College London P1 https://youtu.be/EXSvy5OkA78 8 comments learnmachinelearning
- Is this linear algebra course by Prof. Gilbert Strang (MIT) good for linear algebra for machine learning or is it a bit of overkill?? https://ocw.mit.edu/courses/18-06-linear-algebra-spring-2010/ 20 comments learnmachinelearning
- Eigendecomposition appears repeatedly in machine learning, sometimes as the key step of the learning algorithm itself so it's important to understand the underlying math. This video intuitively explains the maths behind one of the most important topics in linear algebra - Eigendecomposition. https://youtu.be/StOd3yMHGD4 6 comments learnmachinelearning
- Maths for Machine Learning - Linear Algebra was developed to solve systems of linear equations. This video solidifies your basic understanding of linear equations, linear independence and a matrix from a geometric perspective. https://youtu.be/G7Z9HnA20zI 5 comments learnmachinelearning
- dlib: a C++ library for developing portable applications dealing with networking, threads, graphical interfaces, data structures, linear algebra, machine learning, XML and text parsing, numerical optimization, Bayesian nets, and numerous other tasks. http://dlib.net/ 36 comments cpp