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The University of Texas at Austin

Advanced Linear Algebra: Foundations to Frontiers

The University of Texas at Austin via edX

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Overview

Linear algebra is one of the fundamental tools for computational and data scientists. In Advanced Linear Algebra: Foundations to Frontiers (ALAFF), you will build your knowledge, understanding, and skills in linear algebra, practical algorithms for matrix computations, and the analysis of the effects of floating-point arithmetic as performed by computers.

Syllabus

Part 1: Orthogonalization

Part 2: Solving Linear Systems

Part 3: Eigenvalues and Eigenvectors

Taught by

Maggie Myers and Robert van de Geijn

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