Introduction to Data Science

Semester:	Wintersemester 2018/19
Veranstalter:	Prof. van der Aalst
Bemerkungen:

Videos

- Introduction
- Mi, 10.10.2018, 08:30 Uhr
- not recorded
- Crash Course in Python
- Do, 11.10.2018, 08:30 Uhr
- not recorded
- Basic data visualisation/exploration
- Mi, 17.10.2018, 08:30 Uhr
- not recorded
- Decision trees
- Do, 18.10.2018, 08:30 Uhr
- not recorded
- Regression
- Mi, 24.10.2018, 08:30 Uhr
- not recorded
- Support vector machines
- Do, 25.10.2018, 08:30 Uhr
- not recorded
- Neural Networks (1/2)
- Mi, 31.10.2018, 08:30 Uhr
- camera angle fixed after 1 min
- Neural Networks (2/2)
- Mi, 07.11.2018, 08:30 Uhr
- Evaluation of supervised learning problems
- Do, 08.11.2018, 08:30 Uhr
- Clustering
- Mi, 14.11.2018, 08:30 Uhr
- not recorded
- Frequent items sets
- Do, 15.11.2018, 08:30 Uhr
- not recorded
- Association rules
- Mi, 21.11.2018, 08:30 Uhr
- Sequence mining
- Do, 22.11.2018, 08:30 Uhr
- Broke my wrist, minimal editing from now on. I'm happy about any helping hand to put up the camera and put it down after.
- Process mining (unsupervised)
- Mi, 28.11.2018, 08:30 Uhr
- Thank you to everyone for all your help! :)
- Process mining (supervised)
- Do, 29.11.2018, 08:30 Uhr
- Text mining (1/2)
- Mi, 05.12.2018, 08:30 Uhr
- Text mining (2/2)
- Mi, 12.12.2018, 08:30 Uhr
- Data preprocessing, data quality, binning, etc
- Do, 13.12.2018, 08:30 Uhr
- Visual analytics & information visualization
- Mi, 19.12.2018, 08:30 Uhr
- no lecture
- Do, 20.12.2018, 08:30 Uhr
- Responsible data science (1/2)
- Mi, 09.01.2019, 08:30 Uhr
- Responsible data science (2/2)
- Do, 10.01.2019, 08:30 Uhr
- Big data
- Mi, 16.01.2019, 08:30 Uhr
- no lecture
- Do, 17.01.2019, 08:30 Uhr
- Closing
- Mi, 23.01.2019, 08:30 Uhr