Index of /lectures/dm101/

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2025-dm101-01-01.mp4                               16-Dec-2025 20:59           291524898
2025-dm101-01-02.mp4                               16-Dec-2025 21:00           311249145
2025-dm101-02-01.mp4                               16-Dec-2025 21:00           331535434
2025-dm101-02-02.mp4                               16-Dec-2025 21:00           312951104
2025-dm101-04-01.mp4                               08-Jan-2026 15:08           127353485
2025-dm101-04-02.mp4                               08-Jan-2026 15:08            69346651
2025-dm101-05-01.mp4                               09-Jan-2026 06:33           116404634
2025-dm101-05-02.mp4                               09-Jan-2026 06:33           106488803
answers-4-performance.pdf                          18-Jan-2021 21:06              223695
classification-01.mkv                              05-Dec-2024 12:56           458762372
classification-02.mkv                              05-Dec-2024 12:57           427191455
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
lect-01-proj-1.mp4                                 12-Dec-2025 04:48           112475871
lect-01-proj-2.mp4                                 12-Dec-2025 04:48            89365718
lect-old-proj-01.mkv                               27-Nov-2024 22:09           354302408
lect-old-proj-02.mkv                               27-Nov-2024 22:11           444123784
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