Linear Algebra And Learning From Data Pdf Gilbert Strang
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Author by : Gilbert Strang Languange Used : en Release Date : 2019-01-31 Publisher by : Wellesley-Cambridge Press ISBN : 0692196382 File Size : 45,7 Mb Total Download : 828
Linear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes Linear Algebra and Learning from Data, the first textbook that teaches linear algebra together with deep learning and neural nets. This readable yet rigorous textbook contains a complete course in the linear algebra and related mathematics that students need to know to get to grips with learning from data. Included are: the four fundamental subspaces, singular value decompositions, special marices, large matrix computation techniques, c
Author by : Gilbert Strang Languange Used : en Release Date : 1997-01-01 Publisher by : SIAM ISBN : 0961408863 File Size : 46,6 Mb Total Download : 704
Discusses algorithms generally expressed in MATLAB for geodesy and global positioning. Three parts cover basic linear algebra, the application to the (linear and also nonlinear) science of measurement, and the GPS system and its applications. A popular article from SIAM News (June 1997) The Mathematics of GPS is included as an introduction. Annot