GIMLYS
General Introduction to Machine Learning for Young Scientists
| type | lecture |
| lecturer | Monika Machnik |
| format | prerecorded video lecture |
| start time and duration | any time before lab part, ca. 30 minutes |
| materials for students |
presentation will be available to download after the end of summer school |
| evaluation method | quiz |
| type | lab |
| lecturer | Krzysztof Zaraska |
| format | prerecorded video lecture |
| start time and duration | any time, ca. 30 minutes |
| materials for students |
will be available to download |
| evaluation method |
description
This is a short introduction of techniques used for automated data analysis: reduction of dataset dimensions via PCA (Principal Component Analysis) and automatic classification based on SVM (Support Vector Machine) and k-means methods.
