Fundamental/Essential Mathmatic Foundation Books & Courses

See also: Machine Learning Books 3Blue1Brown / 3B1B videos on Bilibili & Youtube Note: The following books are more introductory than professional, but usually enough for most engineers. Linear Algebra # Sheldon Axler 《Linear Algebra Done Right / 线性代数应该这样学》(以线性变换为中心) [豆瓣 8.8,184 人],图灵社区出品,人民邮电出版社; supplementary videos (English subtitle) on Youtube and Bilibili; slides; Errata. 适合于上课后听不懂的二次自学。 麻省理工 Gilbert Strang “线性代数 MIT 18.06”（网易公开课有翻译） & 教材 《Introduction to Linear Algebra 线性代数》 [第五版 豆瓣 9.5，71 人] 清华大学出版社。 Videos (中英双字幕) on Bilibili & Youtube with Newly added content in 2020。 Strang 教授另有一本《Linear Algebra and Its Applications》，内容差不多。 ...