# 線性代數 Linear Algebra [![hackmd-github-sync-badge](https://hackmd.io/G0c6sjW7Q4qwKlKAukiyPA/badge)](https://hackmd.io/G0c6sjW7Q4qwKlKAukiyPA) 關於線性代數的學習筆記，參考台大 李宏毅 教授 2018 年的[線上影片](https://www.youtube.com/playlist?list=PLJV_el3uVTsNmr39gwbyV-0KjULUsN7fW) 相關講義可以參閱 http://speech.ee.ntu.edu.tw/~tlkagk/courses_LA18.html ## [What is Linear Algebra](/c5W9Pl1WQRm6DD7DaREtzw) ## [System of Linear Equations](/1jcakNE4Q9mPF2peOJdBuw?view) ## [Vector](/TJCL0v7hTn2r9PuNaKA4yg) ## [Matrix](/FuQgfmpPRmiFHeiSLsrAQA) ## [Matrix-Vector Product](/Ccdr8-JfTWqBLcVpqWn-oQ) ## [Have Solution or not](/WW9gae-dQW2-DbkkqMxg2g?edit) ## [Lab - Have solution or not](/_45rIfGrTY2n5Zr1T_1oDQ) ## [How many Solutions](/t7cPeJ4PTb2nKqXvxCls4w) ## [Solving System of Linear Equations](/ThxjWDYfTZ60p0Q9qk4DPg) ## [What can we know from RREF?](/K5x-B5SaSb-74ZEsM7zf6A) ## [HW1 - Cycle Detection](/asAzAnyqSxSG-l8mLtwpgQ) ## [Matrix Multiplication](/UR3MOJGqTvaDnXuLeIu3Pg) ## [Inverse of Matrix](/in7LLf2XS6GH6x8-jqyk4A) ## [HW2 - Hill Cipher](/QG21KHuWRbae0fWD17SpQA) ## [Subspace](/xURQCt61QeOmRjAecnQtGA) ## [Basis](/TeUVo3JuT3CCWavvIWU_QQ) ## [Subspaces associated with Matrix](/a3Z8wZnBRP-iW7IhhMXqyg) ## [Coordinate System](/BfNkizTSSoii9PsBPJTfyQ) ## [Linear Function in Coordinate System](/ncnYKUqRQDKPYj9BmmGX0w) ## [HW3 - Cosine Transform](/i10GqP2RRhmfTsA5fp2CxA) ## [Determinant](/rSneAGHtTvOtVm0M_4MlMQ) ## [Eigenvalues and Eigenvectors](/OMVE_jKyQG2fAYTEWg6KZw) ## [Diagonalization](/z2O0q8AfSXuEBTkKW2gj1w) ## [PageRank](/oUvNWIhATq66mQnwNWcRtQ) ## [HW4 - Page Rank](/zO_U-nyPSIOw-umagg4KLA) ## [Orthogonality](/ee_guW2rQ26Uhsi-NvciHA) ## [Orthogonal Projection](/4hDY4PxfS02KBX2B1h6LkA) ## [HW5 - Linear Regression for PM2.5 Prediction](/aSen78BLQiWfvRavXsEf-w) ## [Orthogonal Basis](/UVG2iq47TFKHvA-9j3dqLQ) ## [Orthogonal Matrix & Symmetric Matrices](/zhbbUuPYQzWHYxT9ttFtGg) ## [Lab - Visualizing 2D Linear Transform](/dN3Ib9D0RS-CO62-Ob52DA) ## [General Vectors](/NtU-BPA3SaiLluyiRI5eFA) ## [Singular Value Decomposition](/lbX94HlLSICqqB20Aj8Kvw) ## [HW6 - Singular Value Decomposition](/47MwYa3kT1ac5QKiWAiCZw) ###### tags: `線性代數筆記`
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