Department of Computer Science, University of Oregon
Advanced Machine Learning
Spring-2025

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Materials

Book

Probabilistic Machine Learning

Useful Link

PyTorch
PyTorch-Geometric
Matrix Notebook

Optional Reading - Not required

  • Material 1: Python Tutorial
  • Material 2: Pattern Recognition and Machine Learning
  • Material 3: Deep Learning
  • Material 4: Introduction to Algorithms

scds.uoregon.edu/cs

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