linear algebra Archives - Machine Learning Site

Understanding Gradient Descent with example

"Optimization is at the heart of machine learning. It is the process of searching through a space of possible models to find one that performs well on a task. It…

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April 19, 2023

Understanding Gradient Descent with example

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Mathematics for Machine Learning

An intuitive understanding of Eigenvalues and Eigenvectors

In this previous post on matrix multiplication, I discussed the geometrical significance of the dot product of matrices and how it represents the linear mapping of vectors. We also realized…

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March 30, 2023

An intuitive understanding of Eigenvalues and Eigenvectors

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Mathematics for Machine Learning

Understanding matrix multiplication

In my last blog on orthogonal projection, I shared how visualizing mathematical concepts help us understand them better. So, I thought of doing the same with matrix multiplication. Matrix multiplication…

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March 17, 2023

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