| Machine Learning CALTECH/Lecture 09 - The Linear Model II (May 1, 2012).mp4 |
206.5 MB |
| Machine Learning CALTECH/Lecture 13 - Validation (May 15, 2012).mp4 |
205.2 MB |
| Machine Learning CALTECH/Lecture 01 - The Learning Problem (April 3, 2012).mp4 |
201.3 MB |
| Machine Learning CALTECH/Lecture 10 - Neural Networks (May 3, 2012).mp4 |
193.1 MB |
| Machine Learning CALTECH/Lecture 15 - Kernel Methods (May 22, 2012).mp4 |
188.4 MB |
| Machine Learning CALTECH/Lecture 17 - Three Learning Principles (May 29, 2012).mp4 |
186.5 MB |
| Machine Learning CALTECH/Lecture 05 - Training Versus Testing (April 17, 2012).mp4 |
185.8 MB |
| Machine Learning CALTECH/Lecture 02 - Is Learning Feasible (April 5, 2012).mp4 |
185.3 MB |
| Machine Learning CALTECH/Lecture 11 - Overfitting (May 8, 2012).mp4 |
184.7 MB |
| Machine Learning CALTECH/Lecture 16 - Radial Basis Functions (May 24, 2012).mp4 |
183.2 MB |
| Machine Learning CALTECH/Lecture 06 - Theory of Generalization (April 19, 2012).mp4 |
182.2 MB |
| Machine Learning CALTECH/Lecture 14 - Support Vector Machines (May 17, 2012).mp4 |
178.5 MB |
| Machine Learning CALTECH/Lecture 18 - Epilogue (May 31, 2012).mp4 |
176.4 MB |
| Machine Learning CALTECH/Lecture 08 - Bias-Variance Tradeoff (April 26, 2012).mp4 |
176.2 MB |
| Machine Learning CALTECH/Lecture 03 -The Linear Model I (April 10, 2012).mp4 |
175.1 MB |
| Machine Learning CALTECH/Lecture 12 - Regularization (May 10, 2012).mp4 |
173.9 MB |
| Machine Learning CALTECH/Lecture 07 - The VC Dimension (April 24, 2012).mp4 |
168 MB |
| Machine Learning CALTECH/Lecture 04 - Error and Noise (April 12, 2012).mp4 |
148.4 MB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture03_April_10.pdf |
1 MB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture04_April_12.pdf |
992 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture11_May_08.pdf |
744 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture13_May_15.pdf |
739 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture09_May_01.pdf |
728 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture12_May_10.pdf |
629 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture02_April_05.pdf |
515 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture05_April_17.pdf |
497 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture15_May_22.pdf |
478 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture17_May_29.pdf |
439 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture07_April_24.pdf |
409 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture10_May_03.pdf |
391 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture08_April_26.pdf |
365 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture06_April_19.pdf |
296 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture01_April_03.pdf |
294 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture18_May_31.pdf |
243 KB |
| Machine Learning CALTECH/Slides/iTunesU_Lecture14_May_17.pdf |
243 KB |
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