Jérôme Buisine

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Teaching

2022 - 2023

  • Master 1: Agility
    • Lecture: PDF file
    • Pratical works:
      • TP0: Git introduction
      • TP1: Continuous integration (Heroku alternative)
      • TP2: Forest simulator (unit tests)
      • TP3: Forest simulator (TDD)
      • TP4: Forest simulator (TDD + quality metrics)
      • TP5: Interface testing
      • TP6: Design by contract
      • TP7: Behavioral Driven Development

  • Master 1: Machine learning
    • Lecture: PDF file
    • Tutorials:
      • TD1: Decision tree
    • Pratical works:
      • TP0: Python for ML introduction
      • TP1: Linear and Polynomial regression
      • TP2: KNN
      • TP3: K-means
      • TP4: Upper Confidence Bound
      • TP5: Q-learning
      • TP6: Neural Network
      • TP7: Convolutional Neural Network
    • Projects:
      • Intermediate: supervised learning
      • Final project: advanced ML problem

  • Other resources:
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