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Avancerad tillämpad maskininlärning

Ludde127 2025-03-31
L
  1. Probabilistic ML
  2. Sequential data
  3. Generative AI
  4. Reinforcement Learning

Examinations:

4 labs with written reports (individually :c) with peer-review before presenting

voluntary exam.

Further reading

Killian weinbergers lectures on youtube

Lecture 3

If little data and want certainty estimates use gaussian processes.

If much data and do not need certainty estimates use neural networks.