Index of /lectures/dm101/
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answers-4-performance.pdf 18-Jan-2021 21:06 223695
homework-1.pdf 08-Dec-2020 20:19 27919
homework-2.pdf 14-Dec-2020 21:32 27894
homework-3.pdf 13-Jan-2021 09:43 83254
homework-4.pdf 21-Jan-2021 12:21 52435
homework-5.pdf 03-Feb-2021 10:18 22168
lecture-notes-1.pdf 06-Dec-2020 17:34 4233960
lecture-notes-2.pdf 06-Dec-2020 17:34 1820266
lecture-notes-3.pdf 13-Jan-2021 09:38 1645421
lecture-notes-4.pdf 18-Jan-2021 21:02 1550294
lecture-notes-5.pdf 03-Feb-2021 10:02 2572602
video-1-1-orange-workflows.mp4 06-Dec-2020 21:21 56136678
video-1-2-data-exploration.mp4 06-Dec-2020 21:21 35385015
video-1-3-workflow-management.mp4 06-Dec-2020 21:21 15392026
video-1-4-your-own-data.mp4 06-Dec-2020 21:21 17755934
video-1-5-clustering-theory.mp4 07-Dec-2020 19:59 90001576
video-1-6-clustering-2d.mp4 07-Dec-2020 19:59 29823358
video-1-7-clustering-multidimensional.mp4 07-Dec-2020 19:59 18027676
video-1-8-clustering-zoo.mp4 07-Dec-2020 20:00 37203147
video-2-1-regression.mp4 14-Dec-2020 20:21 63102989
video-2-2-linear-regression.mp4 14-Dec-2020 20:21 45937553
video-2-3-overfitting.mp4 14-Dec-2020 20:21 47130482
video-2-4-regularization.mp4 14-Dec-2020 20:21 39617579
video-2-5-training-and-test-set.mp4 14-Dec-2020 20:21 36931705
video-2-6-L1-and-L2-regularization.mp4 14-Dec-2020 20:21 23747553
video-2-7-RMSE-and-R2.mp4 14-Dec-2020 20:22 41196612
video-5.mp4 03-Feb-2021 19:10 316235107