![[ICO]](/icons/blank.gif){kind=icon}
![[PARENTDIR]](/icons/back.gif){kind=icon}
![[DIR]](/icons/folder.gif){kind=icon}
![[ ]](/icons/unknown.gif){kind=icon}
![[TXT]](/icons/text.gif){kind=icon}
| Name | Last modified | Size | Description |
|---|---|---|---|---|
| Parent Directory | - | ||
| 01-introduction/ | 2025-07-23 23:09 | - | |
| 02-exploratorydata/ | 2025-06-12 12:04 | - | |
| 03-datapreparation/ | 2025-10-29 14:20 | - | |
| 04-linearregression/ | 2025-06-24 12:09 | - | |
| 05-nonlinearregression/ | 2025-07-02 18:14 | - | |
| 06-logisticregression/ | 2025-07-29 18:38 | - | |
| 07-decisiontrees/ | 2025-07-29 18:38 | - | |
| 08-nearestneighbors/ | 2025-07-17 11:50 | - | |
| 09-supportvectors/ | 2025-07-17 12:27 | - | |
| 10-validation/ | 2025-03-20 13:14 | - | |
| 11-clustering/ | 2025-06-03 12:15 | - | |
| 12-dimensionreduction/ | 2025-03-20 13:08 | - | |
| 13-featureengineering/ | 2025-03-20 13:08 | - | |
| 14-neuralnetworks/ | 2025-07-29 18:38 | - | |
| 15-ensemblemethods/ | 2025-07-31 11:58 | - | |
| 16-timeseries/ | 2025-07-29 18:38 | - | |
| 17-optimization/ | 2025-07-29 18:38 | - | |
| Untitled1.ipynb | 2025-03-20 11:59 | 5.7K | |
| ce-5319-syllabus-2025-2.ipynb | 2025-07-01 10:13 | 16K | |
| chapters.txt | 2025-03-20 11:59 | 4.2K | |