Machine Learning CALTECH
File List
- Lecture 09 - The Linear Model II (May 1, 2012).mp4 206.5 MB
- Lecture 13 - Validation (May 15, 2012).mp4 205.2 MB
- Lecture 01 - The Learning Problem (April 3, 2012).mp4 201.3 MB
- Lecture 10 - Neural Networks (May 3, 2012).mp4 193.1 MB
- Lecture 15 - Kernel Methods (May 22, 2012).mp4 188.4 MB
- Lecture 17 - Three Learning Principles (May 29, 2012).mp4 186.5 MB
- Lecture 05 - Training Versus Testing (April 17, 2012).mp4 185.8 MB
- Lecture 02 - Is Learning Feasible (April 5, 2012).mp4 185.3 MB
- Lecture 11 - Overfitting (May 8, 2012).mp4 184.7 MB
- Lecture 16 - Radial Basis Functions (May 24, 2012).mp4 183.2 MB
- Lecture 06 - Theory of Generalization (April 19, 2012).mp4 182.2 MB
- Lecture 14 - Support Vector Machines (May 17, 2012).mp4 178.5 MB
- Lecture 18 - Epilogue (May 31, 2012).mp4 176.4 MB
- Lecture 08 - Bias-Variance Tradeoff (April 26, 2012).mp4 176.2 MB
- Lecture 03 -The Linear Model I (April 10, 2012).mp4 175.1 MB
- Lecture 12 - Regularization (May 10, 2012).mp4 173.9 MB
- Lecture 07 - The VC Dimension (April 24, 2012).mp4 168.0 MB
- Lecture 04 - Error and Noise (April 12, 2012).mp4 148.4 MB
- Slides/iTunesU_Lecture03_April_10.pdf 1.0 MB
- Slides/iTunesU_Lecture04_April_12.pdf 992.3 KB
- Slides/iTunesU_Lecture11_May_08.pdf 743.7 KB
- Slides/iTunesU_Lecture13_May_15.pdf 739.3 KB
- Slides/iTunesU_Lecture09_May_01.pdf 728.4 KB
- Slides/iTunesU_Lecture12_May_10.pdf 628.9 KB
- Slides/iTunesU_Lecture02_April_05.pdf 515.1 KB
- Slides/iTunesU_Lecture05_April_17.pdf 497.2 KB
- Slides/iTunesU_Lecture15_May_22.pdf 478.2 KB
- Slides/iTunesU_Lecture17_May_29.pdf 438.5 KB
- Slides/iTunesU_Lecture07_April_24.pdf 408.6 KB
- Slides/iTunesU_Lecture10_May_03.pdf 391.0 KB
- Slides/iTunesU_Lecture08_April_26.pdf 364.7 KB
- Slides/iTunesU_Lecture06_April_19.pdf 296.3 KB
- Slides/iTunesU_Lecture01_April_03.pdf 293.6 KB
- Slides/iTunesU_Lecture18_May_31.pdf 243.4 KB
- Slides/iTunesU_Lecture14_May_17.pdf 242.7 KB
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