清华大学机器学习余凯张潼

清华大学机器学习余凯张潼

Name	清华大学：机器学习（余凯、张潼）	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.6 GB
Total Files	38
Hash	565DC79B6D6783EEAD44B6330DED0863C164A241

/
10-optimization in machinelearning (tong).mp4	295.3 MB
04-linear classification (kai).mp4	267.9 MB
07-model combination (tong).mp4	264.4 MB
13-introduction to graphicalmodels (kai).mp4	261.2 MB
16-transfer learning and semisupervised lear....mp4	260.7 MB
19-learning on the web (tong).mp4	259.6 MB
03-overfitting and regularization(tong).mp4	255.3 MB
01-Introduction.mp4	250.9 MB
12-sparsity models (tong).mp4	249.4 MB
05-basis expansion and kernelmethods (kai).mp4	243.5 MB
09-overview of learning theory(tong).mp4	238.6 MB
02-linear model (tong).mp4	232.8 MB
15-feature learning and deeplearning (kai).mp4	232.2 MB
18-learning on images (kai).mp4	230.7 MB
14-structured learning (kai).mp4	223.4 MB
08-boosting and bagging (tong).mp4	219.9 MB
11-online learning (tong).mp4	217.9 MB
17-matrix factorization andrecommendations (....mp4	211.2 MB
06-model selection and evaluation(kai).mp4	142.2 MB
/课件/
lecture 18 learning on images (kai).pdf	43.9 MB
lecture 01 Introduction to ML and review of linear algebra probability statistics (kai).pdf	16.3 MB
lecture 15 feature learning and deep learning (kai).pdf	11.7 MB
lecture 16 transfer learning and semi supervised learning (kai).pdf	6.5 MB
lecture 17 matrix factorization and recommendations (kai).pdf	3.8 MB
lecture 13 introduction to graphical models (kai).pdf	2.3 MB
lecture 12 sparsity models (tong).pdf	2.0 MB
lecture 05 basis expansion and kernel methods (kai)nonlinear_svm.pdf	1.9 MB
lecture 04 linear classification (kai).pdf	1.1 MB
lecture 14 structured learning (kai).pdf	809.9 KB
lecture 06 model selection and evaluation (kai).pdf	696.8 KB
lecture 02 linear model (tong).pdf	468.3 KB
lecture 19 learning on the web (tong).pdf	185.5 KB
lecture 09 overview of learning theory (tong).pdf	168.6 KB
lecture 08 boosting and bagging (tong).pdf	155.9 KB
lecture 07 model combination (tong).pdf	151.2 KB
lecture 10 optimization in machine learning (tong).pdf	143.0 KB
lecture 11 online learning (tong).pdf	137.5 KB
lecture 03 overfitting and regularization (tong).pdf	132.2 KB
Total files 38

清华大学 机器学习 余凯 张潼