Materials for Applied Data Science profile course INFOMDA2 Battling the curse of dimensionality.
This webpage contains all materials required for the Applied Data Science profile course INFOMDA2 ‘Battling the Curse of Dimensionality’.
The materials on this website are CC-BY-4.0 licensed.
You can find the course syllabus as a web page here or as a pdf here.
Number | Title | Slides |
---|---|---|
01 | High-dimensional data | Slides |
02 | Dimension reduction I | Slides |
03 | Dimension reduction II | Slides |
04 | Clustering | Slides |
05 | Model-based Clustering | Slides, code |
06 | Deep learning | Slides |
07 | Text mining | Slides |
08 | Natural language processing | Slides |
Number | Title | Practical | Answers |
---|---|---|---|
01 | High-dimensional data | Practical | Answers |
02 | Dimension reduction I | Practical | Answers |
03 | Dimension reduction II | Practical | |
04 | Clustering | Practical | |
05 | Model-based Clustering | Practical | |
06 | Deep learning | Practical | |
07 | Text mining | Practical | |
08 | Natural language processing | Practical |
The group assignment for this course can be found here. There, you can also find more information on the deadlines. Hand-in is done on blackboard
Number | Title | Deadline |
---|---|---|
01 | Draft report | 06-12-2024 @ 10:45 |
02 | Peer feedback | 13-12-2024 @ 17:00 |
03 | Final report | 17-01-2025 @ 10:45 |
The exam will take place on Wednesday, January 29th, from 13:30 to 16:30. Those with extra time have 30 additional minutes. The location is Ruppert - 038. You will bring your own device (laptop) to the exam.
Some example questions can be found here.
The resit will take place on TBD date, from 13:30 to 16:30. Those with extra time have 30 additional minutes. The location is TBD.