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Advanced Linear Algebra: Foundations to Frontiers

Learn advanced linear algebra for computing.

Advanced Linear Algebra: Foundations to Frontiers

There is one session available:

After a course session ends, it will be archived.
Starts Nov 24
Ends Dec 31
Estimated 16 weeks
8–12 hours per week
Self-paced
Progress at your own speed
Free
Optional upgrade available

About this course

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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.

At a glance

  • Language: English
  • Video Transcript: English

What you'll learn

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  • 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

Part 1: Orthogonalization

Part 2: Solving Linear Systems

Part 3: Eigenvalues and Eigenvectors

About the instructors

Who can take this course?

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