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Spring 2023

  • Introduction to Machine Learning

Spring 2022

  • Introduction to Machine Learning

Fall 2022

  • Probabilistic Artificial Intelligence

Spring 2021

  • Introduction to Machine Learning

Fall 2021

  • Probabilistic Artificial Intelligence
  • Beyond i.i.d. learning: Causality, dynamics and interactions

Spring 2020

  • Introduction to Machine Learning

Fall 2020

  • Probabilistic Artificial Intelligence

Spring 2019

  • Introduction to Machine Learning
  • Fairness, Explainability, and Accountability for ML

Fall 2019

  • Probabilistic Artificial Intelligence

Spring 2018

  • Introduction to Machine Learning

Fall 2018

  • Probabilistic Artificial Intelligence

Spring 2017

  • Learning and Intelligent Systems

Fall 2017

  • Data Mining: Learning from Large Data Sets
  • Probabilistic Artificial Intelligence
  • Seminar: Advanced Topics in Machine Learning

Spring 2016

  • Learning and Intelligent Systems

Fall 2016

  • Probabilistic Foundations of Artificial Intelligence
  • Data Mining: Learning from Large Datasets
  • Seminar: Advanced Topics in Machine Learning

Spring 2015

  • Learning and Intelligent Systems

Fall 2015

  • Probabilistic Foundations of Artificial Intelligence
  • Data Mining: Learning from Large Datasets
  • Seminar: Advanced Topics in Machine Learning

Spring 2014

  • Projects in Machine Learning: Special Topics
  • Data Mining: Learning from Large Data Sets

Fall 2014

  • Seminar: Advanced Topics in Machine Learning
  • Probabilistic Artificial Intelligence

Spring 2013

  • Data Mining: Learning from Large Data Sets

Fall 2013

  • Machine Learning
  • Probabilistic Artificial Intelligence

Spring 2012

  • Data Mining: Learning from Large Data Sets

Fall 2012

  • Probabilistic Artificial Intelligence

Spring 2011

  • Data Mining: Learning from Large Data Sets
  • Information Systems Lab

Fall 2011

  • Probabilistic Artificial Intelligence
  • Information Retrieval
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Learning & Adaptive Systems Group | Machine Learning Institute | ETH Zurich