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Machine Learning with Spark - Second Edition by Nick Pentreath, Manpreet Singh Ghotra, Rajdeep Dua

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Linear algebra

Linear algebra is the study of solving a system of linear equations and transformations. Vectors, matrices, and determinants are the fundamental tools of linear algebra. We will learn each of these in detail using Breeze. Breeze is the underlying linear algebra library used for numerical processing. Respective Spark objects are wrappers around Breeze, and act as a public interface to ensure the consistency of the Spark ML library even if Breeze changes internally.

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