learn data science

TRIUMF's Learn-Data-Science group is a small group of students and post-docs that meet every two weeks discuss data science and machine learning while following an online course.  If you would like to join the group please contact dlivermore AT triumf DOT ca.  Below is a brief summary of our progress thus far:

Weeks 1 & 2:

  • Brief introduction to machine learning

  • Linear Regression

  • Review of Linear Algebra

  • Review of MATLAB/Octave

Weeks 3 & 4:

  • Logistic Regression

  • Regularization

  • Neural Networks: Representation

  • Notes for Weeks 3 &4 (Courtesy of Lindsay Forestell): click here

Weeks 5 & 6:

  • Neural Networks: Learning

  • Advice for Applying Machine Learning System Design

  • Notes for Weeks 5&6 (courtesy of Peter Gyspers): click here