Introduction to Machine Learning (RAL PPD Lectures)

Thursday, 11 June 2020 from to (GB)
at Universe
Description
Lectures given remotely to the RAL Particle Physics Division in May/June 2020. The main page for these lectures can be found on the stfc indico site.

The tutorials use code examples that are downloadable from GitHub.
Go to day
  • Thursday, 11 June 2020
    • 08:00 - 11:00 Part 1 3h0'
      What is Machine Learning?
      Data Wrangling
      Optimisation
      Decision Trees
      Speaker: Dr. A Bevan (Queen Mary)
      Material: Slides pdf file
    • 11:00 - 14:00 Part 2 3h0'
      Neural Networks
      TensorFlow Tutorial
      Speaker: Dr. A Bevan (Queen Mary)
      Material: Slides pdf file more information link
    • 14:00 - 15:30 Part 3b 1h30'
      Support Vector Machines
      K Nearest Neighbours
      Explainability and Interpretability
      Appendices
      Speaker: Dr. A Bevan (Queen Mary)
      Material: Slides pdf file
    • 15:30 - 17:00 Part 3b 1h30'
      SciKit Learn, Keras and Tensor Flow Tutorial
      Speaker: JMM Davies (Queen Mary)
      Material: Slides pdf file more information link