Approaches to analysing time-series data (
EXCELLERAT course
)
Author of the course is Tomislav Šubić (tomislav.subic@arctur.si) at
Arctur
.
Please also read the
syllabus
of the course.
The following material is provided:
Recording of the course
Jupyter Notebook
with educational materials for creating machine learning models on time-series data
Jupyter Notebook
with educational materials for data cleaning, data preparation and EDA
Database of traffic recorded on traffic counters over time
(.csv file)
Database of traffic counters information
(.json file)
Markov state models example picture
Decicision trees example picture
