Linear Algebra — Survival Kit for Machine Learning

Fundamentals

Linear Algebra — Survival Kit for Machine Learning

A quick reference guide of the most common concepts with examples in NumPy

Linear algebra is often considered the ‘mathematics of data’ and one of the fundamental pillars of machine learning. It is however a vast field to cover and harbors the dangers of falling down the rabbit hole way too quickly.

In the following sections, we will cover some of the most …

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