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...Si matrix computations fall shanghaitech basic information instructor prof ziping zhao https zipingzhao github io e mail zhaoziping edu cn office rm a d sist building hours thu pm or by email appointment tas lin zhu zhulin leading ta zhihang xu xuzhh jiayi chang changyj song mao maosong zhicheng wang wangzhch sihang xush xinyue zhang zhangxy chenguang zhangchg bing jiang jiangbing website http lecture time tue am venue teaching center description analysis and are widely used in engineering fields such as statistics optimization machine learning computer vision systems control signal image processing communications networks smart grid many more considered key fundamental tools covers topics at an advanced research level especially for people working the general areas of data this course consists several parts first part focuses on various factorizations eigendecomposition singular value decomposition schur qz nonnegative factorization second considers important operations solutions inve...