Week: OML - Online Machine Learning | Continual Learning (A.A. 2024-2025) | INF - e-learning - Dipartimento di Informatica

Section outline

learning efficiently one sample at a time on nonstationary streams.
- Select activity OML1 - Intro
  
  OML1 - Intro File
- Select activity OML2 - Concept Drift
  
  OML2 - Concept Drift File
- Select activity OML3 - Online Classification Models
  
  OML3 - Online Classification Models File
- Select activity OML4 - Ensemble Methods
  
  OML4 - Ensemble Methods File
- Select activity OML5 - Time Series Analysis
  
  OML5 - Time Series Analysis File
- Select activity datasets
  
  datasets File
- Select activity dataset - airline passengers
  
  dataset - airline passengers File