CourseintermediateFree
Introduction to Numerical Analysis
Prof. Alar Toomre
Learn linear algebra through numerical analysis with this MIT course by Prof. Toomre. Explore key concepts and problem-solving techniques.
More resources on Linear Algebra
WebsiteFree
Immersive Linear Algebra
Interactive linear algebra textbook with dynamic visualizations covering vectors, matrices, transformations, eigenvalues, and decompositions.
Book
Linear Algebra Done Right
Rigorous linear algebra text emphasizing vector spaces, linear maps, and abstract structure over computational techniques and determinants.
YouTubeFree
3Blue1Brown
Visual mathematics explanations using animations to build deep intuition for linear algebra, calculus, differential equations, and mathematical concepts.
BookFree
Applied Linear Algebra (Boyd & Vandenberghe)
Modern linear algebra presented as the essential infrastructure for data science and AI optimization.
WebsiteFree
3Blue1Brown Linear Algebra Series
Intuitive visualizations
VideoFree
Linear Algebra: Foundations to Frontiers Lecture 1
UT Austin course intro
