Advanced Linear Algebra: Foundations to Frontiers

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Free Online Course: Advanced Linear Algebra: Foundations to Frontiers provided by edX is a comprehensive online course, which lasts for 16 weeks long, 8-12 hours a week. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from edX. Advanced Linear Algebra: Foundations to Frontiers is taught by Maggie Myers and Robert van de Geijn.

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