Introduction to Applied Linear Algebra – Vectors, Matrices, and Least Squares
By Stephen Boyd and Lieven Vandenberghe, Cambridge University Press: https://web.stanford.edu/~boyd/vmls/
#ArtificialIntelligence #LinearAlgebra #Vectors #Matrices #MachineLearning
By Stephen Boyd and Lieven Vandenberghe, Cambridge University Press: https://web.stanford.edu/~boyd/vmls/
#ArtificialIntelligence #LinearAlgebra #Vectors #Matrices #MachineLearning
Viewing Matrices & Probability as Graphs
A nice fact I like: Every matrix corresponds to a graph, and so familiar things (e.g. matrix multiplication) have nice pictures! Another nice fact: joint probability distributions *also* correspond to graphs. They have telling pictures, too. New blog post
Blog by Math3ma: https://www.math3ma.com/blog/matrices-probability-graphs
#graphs #matrices #probability
A nice fact I like: Every matrix corresponds to a graph, and so familiar things (e.g. matrix multiplication) have nice pictures! Another nice fact: joint probability distributions *also* correspond to graphs. They have telling pictures, too. New blog post
Blog by Math3ma: https://www.math3ma.com/blog/matrices-probability-graphs
#graphs #matrices #probability
Math3Ma
Viewing Matrices & Probability as Graphs
Today I'd like to share an idea. It's a very simple idea. It's not fancy and it's certainly not new. In fact, I'm sure many of you have thought about it already. But if you haven't—and even if you have!—I hope you'll take a few minutes to enjoy it with me.…
Matrices as Tensor Network Diagrams
By MATH3MA: https://www.math3ma.com/blog/matrices-as-tensor-network-diagrams
#matrix #matrices #tensors #vectors
By MATH3MA: https://www.math3ma.com/blog/matrices-as-tensor-network-diagrams
#matrix #matrices #tensors #vectors
Math3Ma
Matrices as Tensor Network Diagrams
In the previous post, I described a simple way to think about matrices, namely as bipartite graphs. Today I'd like to share a different way to picture matrices—one which is used not only in mathematics, but also in physics and machine learning. Here's the…
"Linear Algebra"
Instructor : Prof. Gilbert Strang
Video Lectures (Support for the video production was provided by the Lord Foundation of Massachusetts under a grant to the MIT Center for Advanced Educational Services) : https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/video-lectures/
#LinearAlgebra #Matrices #MachineLearning
Instructor : Prof. Gilbert Strang
Video Lectures (Support for the video production was provided by the Lord Foundation of Massachusetts under a grant to the MIT Center for Advanced Educational Services) : https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/video-lectures/
#LinearAlgebra #Matrices #MachineLearning