🟣 Linear Algebra interview questions and answers to help you prepare for your next machine learning and data science interview in 2024.

Abstract: Sketching as a Tool for Numerical Linear Algebra highlights the recent advances in algorithms for numerical linear algebra that have come from the technique of linear sketching, whereby ...

As data analytics has become an important application for modern data management systems, a new category of data management system has appeared recently: the scalable linear algebra system. We argue ...

MATLAB coding assignments for the undergraduate upper division level MATH 170A Intro to Numerical Analysis/Linear algebra class at Fall 2014 by Jiawang Nie.

This paper concerns the more foundational tasks of distributed dense linear algebra. While a single TPU core can already store and operate on large matrices (e.g., of size 16,384, 32,768 in single ...

Linear algebra is essential for understanding core data science concepts like machine learning, neural networks, and data transformations. Different books cater to various needs. Some focus on ...