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The course material will be uploaded before each lesson here:

  • Intro of the course - 27/03/2023 - slides
  • Lecture 1: Probability, Bayes theorem, random variables, probability density functions, expectation values, correlation and pdf transformations - 27/03/2023 - slides 1
  • Lecture 2: pdf catalogue, Montecarlo method - 31/03/2023 - slides 2a, slides 2b
  • Lecture 3: Python intro, variables, functions, classes, numpy and pandas libraries, plotting - 03/04/2023 - notebooks: nbviewer, binder , .zip