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Yaser-MachineLearning-CS156-Caltech

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Title: YaserGroup: CaltechTitle Extra: MachineLearning
Info Hash
8190B5122515AB158CD29CCDB33EA946A3E529F4
Source
Unverified
Total Size
3.13 GB
Total Files
54
Seeders
6
Leechers
0
Health
6.00
Score
12
Type
Music

File List

FileSize
Yaser-MachineLearning-CS156-Caltech/homework/final.pdf173.48 KB
Yaser-MachineLearning-CS156-Caltech/homework/final_sol.pdf69.78 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw1.pdf148.58 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw1_sol.pdf70.43 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw2.pdf140.9 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw2_sol.pdf70.45 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw3.pdf154.43 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw3_sol.pdf70.49 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw4.pdf170.74 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw4_sol.pdf70.45 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw5.pdf191.37 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw5_sol.pdf70.35 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw6.pdf150.85 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw6_sol.pdf70.47 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw7.pdf187.31 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw7_sol.pdf70.45 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw8.pdf151.21 KB
Yaser-MachineLearning-CS156-Caltech/homework/hw8_sol.pdf70.46 KB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 01 - The Learning Problem-mbyG85GZ0PI.mp4195.21 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 02 - Is Learning Feasible-MEG35RDD7RA.mp4185.43 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 03 - The Linear Model I-FIbVs5GbBlQ.mp4172.96 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 04 - Error and Noise-L_0efNkdGMc.mp4143.75 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 05 - Training Versus Testing-SEYAnnLazMU.mp4184.7 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 06 - Theory of Generalization-6FWRijsmLtE.mp4171.54 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 07 - The VC Dimension-Dc0sr0kdBVI.mp4160.91 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 08 - Bias-Variance Tradeoff-zrEyxfl2-a8.mp4171.94 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 09 - The Linear Model II-qSTHZvN8hzs.mp4202.82 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 10 - Neural Networks-Ih5Mr93E-2c.mp4172.89 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 11 - Overfitting-EQWr3GGCdzw.mp4188.3 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 12 - Regularization-I-VfYXzC5ro.mp4167.25 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 13 - Validation-o7zzaKd0Lkk.mp4203.36 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 14 - Support Vector Machines-eHsErlPJWUU.mp4168.91 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 15 - Kernel Methods-XUj5JbQihlU.mp4183.17 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 16 - Radial Basis Functions-O8CfrnOPtLc.mp4182.77 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 17 - Three Learning Principles-EZBUDG12Nr0.mp4162.2 MB
Yaser-MachineLearning-CS156-Caltech/lectures/Lecture 18 - Epilogue-ihLwJPHkMRY.mp4172.49 MB
Yaser-MachineLearning-CS156-Caltech/slides/slides01.pdf299.58 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides02.pdf521.35 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides03.pdf1.07 MB
Yaser-MachineLearning-CS156-Caltech/slides/slides04.pdf991.64 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides05.pdf504.89 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides06.pdf302.31 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides07.pdf416.19 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides08.pdf372.74 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides09.pdf857.54 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides10.pdf398.8 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides11.pdf751.84 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides12.pdf636.64 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides13.pdf746.95 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides14.pdf248.79 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides15.pdf479.13 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides16.pdf507.43 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides17.pdf857.91 KB
Yaser-MachineLearning-CS156-Caltech/slides/slides18.pdf250.86 KB

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