Video about organisational information (17 min), slides
Lecture 01 - Introduction (watch before practice sessions Sept 7-9)
Video about what course this is (17 min), slides
Lecture 1 video (27 min), slides
Lecture 02 - First look at the data (watch before practice sessions Sept 14-16)
First look at an attribute:
Video (48 min), slides
Distribution of attributes:
Video (45 min), slides
Lecture 03 - Data visualization (watch before practice sessions Sept 21-23)
Video (1h 45min), slides -- This lecture is by Raivo Kolde, Associate Professor of Health Informatics. Note that the material on the grammar of graphics (0:36:30-1:10:00 in video / slides 19-36) is optional additional material.
Optional additional material - Tableau and visualisation: Video 1, video 2
Lecture 04 - Relations of attributes, clustering and dimensionality reduction (watch before practice sessions Sept 28-30)
Relations of attributes:
Video (27 min), slides
Clustering:
Video (42 min), slides
Dimensionality reduction:
Video (21 min), slides