Array ( [0] => Array ( [title] => L5A [link] => https://www.youtube.com/embed/DK2NL02bY5Q ) [1] => Array ( [title] => L5B [link] => https://www.youtube.com/embed/cRdgXocISlY ) [2] => Array ( [title] => L5C [link] => https://www.youtube.com/embed/XxCUXGR8Mik ) [3] => Array ( [title] => L5D [link] => https://www.youtube.com/embed/Dc6yTWWD6ww ) ) 國立清華大學開放式課程OpenCourseWare(NTHU, OCW) - 第5講 Learning Theory & Regularization /Regularization

Title

第5講 Learning Theory & Regularization /Regularization

第1節

L5A

第2節

L5B

第3節

L5C

第4節

L5D

Syllabus

章節大綱

L5A
      Learning Theory
 
L5B
      Point Estimation Bias & Variance
 
L5C  
      Decomposing Generalization Error
 
L5D
       Regularization