ICT2 Course Ia (November 20, 2024, 15:00-17:00): Data preprocessing I
Additional materials
ICT2 Course Ib (November 20, 2024, 17:00-19:00): Hands-on deep learning
Questions and Answers activity: QTvity
Course pwd: MPSDmKD2025
Points for QTvity collaboration during the course lectures in 2024/25:
| 20. 11. 2024 | Total | ||||
|---|---|---|---|---|---|
| No. | Student | Ans. | Pts | Σ and | Σ pts |
| 1 | Ana | ||||
| 2 | Daria | ||||
| 3 | Jan | ||||
| 4 | Karin | ||||
Domain description and data sets: ASHRAE - Great Energy Predictor III
Training datasets can be downloaded as zip file from ASHRAE_data.zip (108 MB).
Initial script in R can be downloaded from Kaggle_EC_begin.R.
ER diagram for three data files (tables): METER, BUILDING, WEATHER:
Gordon S. Linoff. Data Analysis Using SQL and Excel. Wiley, 2008.
Dorian Pyle. Data Preparation for Data Mining. Morgan Kaufmann, 1999.
Gerhard Widmer et al. In Search of the Horowitz Factor. AI Magazine, 2003.
Last update: 19. 11. 2024