Advanced Linear Algebra: Foundations to Frontiers

About

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.

What you will 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

Skills you learn

• Floating Point Algorithm
• Algebra
• Linear Algebra
• Algorithms
• Arithmetic

Syllabus

Part 1: Orthogonalization

Part 2: Solving Linear Systems

Part 3: Eigenvalues and Eigenvectors

Auto Summary

"Advanced Linear Algebra: Foundations to Frontiers" is an expert-level course offered by edX, designed specifically for IT and computer science enthusiasts. This course delves deep into the complexities of linear algebra, providing a robust foundation essential for advanced computing applications. It is tailored for professionals and advanced learners who seek to enhance their understanding and application of linear algebra in technology-driven fields. The course is available through professional and starter subscription plans, offering flexibility to suit different learning needs. Engage with this comprehensive course to elevate your expertise and stay ahead in the ever-evolving tech landscape.