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.