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courses:be4m33ssu [2018/02/11 00:40] marcimat [Materials] |
courses:be4m33ssu [2025/01/03 18:23] (aktuální) |
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| Řádek 18: | Řádek 18: | ||
| - | ===== Materials ===== | + | ===== Helpful materials ===== |
| **Literature** | **Literature** | ||
| Řádek 27: | Řádek 27: | ||
| **SVM** | **SVM** | ||
| + | |||
| Lecture on SVM on MIT https://www.youtube.com/watch?v=_PwhiWxHK8o | Lecture on SVM on MIT https://www.youtube.com/watch?v=_PwhiWxHK8o | ||
| + | |||
| MIT notes: https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/tutorials/MIT6_034F10_tutor05.pdf | MIT notes: https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/tutorials/MIT6_034F10_tutor05.pdf | ||
| Řádek 42: | Řádek 44: | ||
| VYD lecture slides (course on FEL,CTU) | VYD lecture slides (course on FEL,CTU) | ||
| https://www.youtube.com/watch?v=2vh98ful3_M | https://www.youtube.com/watch?v=2vh98ful3_M | ||
| - | EM + gaussian mixture | + | |
| - | MIT notes for same topic. But it is useful to understand MLE first. | + | **EM + gaussian mixture** |
| https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-867-machine-learning-fall-2006/lecture-notes/lec15.pdf | https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-867-machine-learning-fall-2006/lecture-notes/lec15.pdf | ||
