Regression (2019/20)

African Institute for Mathematical Sciences Rwanda and Ghana

This short online course is part of the African Masters in Machine Intelligence (AMMI) at the African Institute for Mathematical Sciences (AIMS) in Rwanda and Ghana.

Syllabus

  1. Linear Regression (please use Acrobat Reader for animations)
  2. Gaussian Processes (please use Acrobat Reader for animations)
  3. Bayesian Optimization
  4. Writing Guidelines

Annotated Slides

  1. Linear Regression annotated
  2. Gaussian Processes, Part 1

Tutorials

Teaching Assistants

  • Abdul-Ganiy Babatunde Usman (AIMS Rwanda)
  • Aisha Alaagib (AIMS Ghana)
  • Amr Khalifa (AIMS Rwanda)
  • Jeremiah Fadugba (AIMS Ghana)
  • Kobby Panford-Quainoo (AIMS Rwanda)
  • Kossi Amouzouvi (AIMS Ghana)
  • Mustafa Alghali (AIMS Rwanda)

Resources

Essential Preparation