Bookdown of course material: https://pages.github.uio.no/solvebjo/Political_Data_Science_Hackathon_2022/
Example dashboard: https://sbjorkholt.github.io/ISSSV1337/Day10_dashboard.html
| Week | Date | Day | Location | Time | Topic |
|---|---|---|---|---|---|
| 1 | 27.jun | Monday | Blindern | 10:15-12:15 | Introduction to course |
| 1 | 28.jun | Tuesday | Blindern | 10:15-12:15 | R, RStudio, Workflow & Github |
| 1 | 29.jun | Wednesday | Blindern | 10:15-12:15 | Introduction to data analysis and data transformation |
| 1 | 30.jun | Thursday | Blindern | 10:15-12:15 | Descriptive statistics and relational data |
| 1 | 01.jul | Friday | Blindern | 10:15-12:15 | Case presentations |
| 2 | 04.jul | Monday | Blindern | 10:15-12:15 | Databases, data sources & SQL |
| 2 | 05.jul | Tuesday | Blindern | 10:15-12:15 | Webscraping |
| 2 | 06.jul | Wednesday | Blindern | 10:15-12:15 | API |
| 2 | 07.jul | Thursday | Blindern | 10:15-12:15 | Data visualisation with ggplot |
| 2 | 08.jul | Friday | Blindern | 10:15-12:15 | Data visualisation with plotly and dashbboards |
| 3 | 11.jul | Monday | Blindern | 10:15-12:15 | Text manipulation and text preprocessing |
| 3 | 12.jul | Tuesday | Blindern | 10:15-12:15 | Text tokenization and text vectorization |
| 3 | 13.jul | Wednesday | Blindern | 10:15-12:15 | Text modelling |
| 4 | 18.jul | Monday | SSB | 10:15-12:00 | Machine learning introduction |
| 4 | 19.jul | Tuesday | SSB | 10:15-12:00 | Models |
| 4 | 20.jul | Wednesday | SSB | 10:15-12:00 | Supervised learning: Regression |
| 4 | 21.jul | Thursday | SSB | 10:15-12:00 | Supervised learning: Classification |
| 4 | 22.jul | Friday | SSB | 10:15-12:00 | Loss functions |
| 5 | 25.jul | Monday | SSB | 10:15-12:00 | Unsupervised learning |
| 5 | 26.jul | Tuesday | SSB | 10:15-12:00 | Text and machine learning |
| 5 | 27.jul | Wednesday | SSB | 10:15-12:00 | Iterative work |
| 5 | 28.jul | Thursday | SSB | 10:15-12:00 | Deployment |
| 5 | 29.jul | Friday | SSB | 10:15-12:00 | IT knowledge |
| 6 | 01.aug | Monday | SSB | 10:15-12:00 | Team work |
| 6 | 02.aug | Tuesday | SSB | 10:15-12:00 | Team work |
| 6 | 03.aug | Wednesday | SSB | 10:15-12:00 | Team work |
| 6 | 04.aug | Thursday | SSB | 10:15-16:00 | Final presentations |