Analysis of (Social) Network Data
(details coming soon)
Spotlight on Clustering I
In this course, we introduce a number of clustering methods: DBSCAN, spectral clustering, and ensemble…
Anomaly Detection
With the advent of automatic data collection, it is now possible to store and process…
Bayesian Data Analysis
Bayesian analysis is sometimes maligned by data analysts, due in part to the perceived element…
Recommender Systems
(details coming soon)
Web Scraping and Automated Data Collection
Data analysis can’t happen without data, and that data must come from somewhere. Data collection…
Introduction to Deep Learning and Reinforcement Learning
(details coming soon)
Text Mining I – Text Processing
The methods of supervised and unsupervised learning can be applied to data that arises in…