Visual Data Science

News

Distance learning

The course is planned to be held as an online event.

Content

The VU Visual Data Science will discuss how techniques from visualisation and visual analytics can be applied to data science. The lecture will start with a theoretical introduction to different concepts of visualisation and visual analytics (lecture 1-5). The second part of the lecture (lecture 6-10) will deal with the practical application of Visual Data Science, namely the selection of charts, trust in visualisations, and applications and libraries. An important part of this VU will be the lab part, where students will have to try out different visualisation techniques and applications to achieve certain tasks.

Lecture and other Dates

Lecture Dates:

# Date Time Type Title
  07.10.2020 11:00 c.t. - 12:00 Online Meeting Introductory lecture / "Vorbesprechung"
General information on the lecture and the lab, Q&A
1 14.10.2020 11:00 c.t. - 13:00 Pre-recorded Video Introduction to Data Visualisation
What is visualisation and visual analytics?
2 21.10.2020 11:00 c.t. - 13:00 Online Meeting Advanced Visualisation Techniques
Multivariate data, graphs & networks, spatial data
3 28.10.2020 11:00 c.t. - 13:00 Pre-recorded Video Introduction to Human-Computer-Interaction
Human perception and interaction concepts
4 04.11.2020 11:00 c.t. - 13:00 Pre-recorded Video Introduction to Visual Data Science
Terms and concepts, data types, interdisciplinary approaches
5 11.11.2020 11:00 c.t. - 13:00 Online Meeting Usage of Charts and Plots in Data Science
How to select the right chart based on the data?
6 18.11.2020 11:00 c.t. - 13:00 Online Meeting AI in Visualisation
Visualisation for understanding AI & Using AI for better visualisations
7 25.11.2020 11:00 c.t. - 13:00 Online Meeting Trust in Visualisation
How to correctly interpret what we see?
8 02.12.2020 11:00 c.t. - 13:00 Online Meeting Visual Data Science in Practice
Overview of current data science projects in industry
9 09.12.2020 11:00 c.t. - 13:00 Online Meeting Applications & Libraries, Part 1
Charting libraries
10 16.12.2020 11:00 c.t. - 13:00 Online Meeting Applications & Libraries, Part 2
Applications

Other Dates:

Date Time Type Content
18.11.2020 23:59 Deadline Report (Lab Part 1)
17.01.2021 23:59 Deadline Report (Lab Part 2)
18.01.2021 - 12.02.2021 Submission Talks & Exams

Lab

The lab part of the VU consists of two parts. Lab organisation and submissions are done via TUWEL.

Part 1

In the first part we will study the relations betwen statistical analysis and visual data analysis. A multivariate dataset is provided, and three tasks have to be solved, using statistical methods and visual analysis. A written report has to be submitted until November 18th, 2020.

Part 2

In this second lab part students can decide whether they would like to focus on creating a dashboard for data analysis and presentation, or on the comparison of existing libraries and applications. The results of the second lab part will be discussed in submission talks in January. A written report has to be submitted until January 17th, 2021.

Submission Talks & Exams

The submission talks & exams will take place from January 18th to February 12th, 2021. Registration will be done via TUWEL.

Grading

The following points can be achieved in the lecture:
 

Lab part 1 (report) 20 points
Lab part 2 (report) 30 points
Submission Talk / Presentation 30 points
Exam questions (during submission talk) 20 points

The points define the final grade:

Sehr Gut (1) > 85 points
Gut (2) > 75 points
Befriedigend (3) > 62 points
Genügend (4) > 50 points
Nicht Genügend (5) <= 50 points