Numerical-Linear-Algebra and numerical-linear-algebra
These are competitors offering similar educational content—both teach numerical linear algebra through Jupyter notebooks—though A is a more established, widely-adopted course from fast.ai while B is a smaller independent resource covering comparable material.
About Numerical-Linear-Algebra
MonitSharma/Numerical-Linear-Algebra
A course on Linear Algebra using Python in Jupyter notebooks
This resource helps you grasp the fundamental and advanced concepts of linear algebra, a crucial mathematical framework for quantum computing. It provides interactive Jupyter notebooks and accompanying blog posts that take you from basic vectors and matrices to complex topics like eigendecomposition and singular value decomposition. This is designed for anyone looking to build a strong theoretical and practical foundation in linear algebra, especially those interested in its application to quantum computing.
About numerical-linear-algebra
fastai/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
This course helps data scientists and analysts efficiently perform matrix computations with high accuracy. It takes raw data, such as text documents or video streams, and applies advanced numerical linear algebra techniques to extract meaningful insights like recurring topics or identify moving objects by separating them from static backgrounds. The output is a deeper understanding of complex datasets, enabling better data-driven decisions.
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