This course gives a thorough introduction to linear algebra with emphasis on vector spaces, linear maps, spectral theory, orthogonality and applications of this theory. MATLAB is used for ...
Among other things, the course includes elementary linear algebra, the solution of equation systems, the theory of functions of several variables, including both unconstrained and constrained ...
Applications of Linear Algebra are ubiquitous, in both pure and applied mathematics, as well as in the natural and social sciences, engineering, and business. Students will encounter topics ranging ...
This course provides an introduction to linear algebra topics. Emphasis is placed on the development of abstract concepts and applications for vectors, systems of equations, matrices, determinants, ...
Download slides Hint: You can change the video speed using the "Settings" gear on the bottom right. If speed control doesn't appear, go to http://www.youtube.com ...
Link to the book on amazon: https://www.amazon.com/Practical-Linear-Algebra-Data-Science/dp/1098120612/ E-version viewable for O'Reilly members: https://www.oreilly ...
Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics ...