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Singular Value Decomposition: 2x2 Concrete Example | Linear Algebra | TensorTeach

12.0K views
Jan 11, 2023
9:15

Learn how to perform singular value decomposition on a 2x2 matrix! In this video, I will walk through all of the steps to perform singular value decomposition (SVD) on a 2x2 matrix in detail. You will walk away with a deep understanding of how to perform SVD on other 2x2 examples. SVD is a popular technique for dimensionality reduction in machine learning, so learning how the mechanics works can give you more power when training your own machine learning models. 📚 Find the Complete Course on Udemy: Looking to dive deeper? Our courses on Udemy cover everything from the fundamentals of Matrix Algebra to linear transformations & vector spaces. This video is a part of a 3-course series in Linear Algebra, please search any of the following courses on Udemy: 1. "Master Matrix Algebra: The Ultimate Linear Algebra Course" by TensorTeach 2. "Linear Algebra: Transformations & Vector Spaces" by TensorTeach 3. "Linear Algebra for Data Science: Applications with Python" by TensorTeach ✅ Subscribe and Like: Don't forget to like this video and subscribe to our channel for more tutorials on Math and Linear Algebra. Your support helps us create more content like this! #linearalgebra #matrixalgebra #dimensionalityreduction #AI #MachineLearning #UdemyCourse #TensorTeach #svd

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Singular Value Decomposition: 2x2 Concrete Example | Linear Algebra | TensorTeach | NatokHD