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Advanced Linear Algebra: Foundations to Frontiers (edX)

Start Date

Self Paced

Advanced Linear Algebra: Foundations to Frontiers (edX)

Course Auditing

University of Texas at Austin

Categories

Computer Science

Sci: Mathematics

Effort

11-20 Hours/Week

Certification

Yes, Paid Exam and/or Final Project

Paid Certificate

42.00 EUR

Languages

Undergraduate linear algebra.

Misc

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Advanced Linear Algebra: Foundations to Frontiers (edX)

Learn advanced linear algebra for computing. 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.

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What you'll learn

- Deciphering a matrix using the Singular Value Decomposition

- Quantifying and qualifying numerical error

- Solving linear systems and linear least-squares problems

- Computing and employing eigenvalues and eigenvectors

Syllabus

Part 1: Orthogonalization

Part 2: Solving Linear Systems

Part 3: Eigenvalues and Eigenvectors

Singular Value Decomposition

Orthogonalization

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MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Course Auditing

University of Texas at Austin

Robert van de Geijn

Computer Science

Sci: Mathematics

11-20 Hours/Week

Yes, Paid Exam and/or Final Project

Paid Certificate

42.00 EUR

Undergraduate linear algebra.

Enroll in course

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.