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课程目录:
4 v' m& y: w d# \01_Linear_Support_Vector_Machine
) [3 }! x+ N! E& E" }( U02_Dual_Support_Vector_Machine
1 A2 t% A# w' W' Y03_Kernel_Support_Vector_Machine) Q' a4 a0 M8 _5 d7 r
04_Soft-Margin_Support_Vector_Machine; \( X% t% ~9 D" _$ a- F
05_Kernel_Logistic_Regression2 K3 c' t$ h G: D/ [! p# J4 V5 g
06_Support_Vector_Regression
) ?" f7 f3 q( g" z( E2 P% R07_Blending_and_Bagging
' m9 p: J y ~9 G08_Adaptive_Boosting; F, G( ^; j: K$ J; V8 W
09_Decision_Tree
( k1 P- G( x- C( x2 h# W8 X10_Random_Forest& ]& u+ \$ q* j$ ]/ o/ Z
11_Gradient_Boosted_Decision_Tree
: p+ T8 E5 H6 ?) |; R12_Neural_Network
* R( o! Y- z' d; `. o8 F c13_Deep_Learning5 I9 b8 v, H( _. d0 ^# L+ P
14_Radial_Basis_Function_Network
1 D+ `: W+ n# f2 K7 y& Q15_Matrix_Factorization
" w$ f( V5 E+ _16_Finale. c- u+ r, d9 k
. N9 y, X' O: U- ` B( W
. |7 w' y* G' K) J1 s0 Y9 L. {' w, K% U/ U+ a
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