Teaching


15.003 - Modeling


Welcome to my teaching page! My twin brother Shervine and I created this set of illustrated study guides covering the content of the modeling part of the 15.003 Software Tools class that I have been teaching at MIT since 2020. They can (hopefully!) be useful to all students of this course as well as to anyone interested in Data Science.



Data preparation with R
  • • Data preparation (train, test, validation)
Supervised Learning with R
  • • Supervised learning (classification, regression)
Data preparation with R
  • • Unsupervised learning (clustering)