Linear Transformations

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Linear Algebra for Machine Learning and Data Science (Coursera)

Mar 27th 2023
Linear Algebra for Machine Learning and Data Science (Coursera)
Course Auditing
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After completing this course, learners will be able to: represent data as vectors and matrices and identify their properties using concepts of singularity, rank, and linear independence, etc.; apply common vector and matrix algebra operations like dot product, inverse, and determinants; express certain types of matrix operations as linear [...]

Eigenvectors and Eigenvalues (Udacity)

Self Paced
Eigenvectors and Eigenvalues (Udacity)
Free Course
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Concepts in Linear Algebra. One of the most interesting topics to visualize in Linear Algebra are Eigenvectors and Eigenvalues. Here you will learn how to easily calculate them and how they are applicable and particularly interesting when it comes to machine learning implementations.