Advanced Topics Survey

Advanced Topics Survey#

Course map and outlook

Topics to survey#

  • Multi-class classification strategies

  • Semi-supervised learning

  • Online learning

  • Active learning

  • Deep learning (pointer to the Neural Networks book)

  • Where other courses continue: SVM, reinforcement learning, ensembles/model combination

Notes#

This page is a placeholder for the wrap-up survey session. Links and short notes can be added later; content detail is out of scope for the structural pass.

Contents