/mban22_software_tools

Primary LanguageJupyter NotebookMIT LicenseMIT

MIT 15.003 | Analytics Tools | 2021 - 2022

Welcome to the repository of 15.003 Analytics Tools, an exciting class at MIT to learn how to use Python, Julia, and R! You will find all materials and resources for the topics covered in the class.

  • The Orientation section covers an introduction to GitHub, Julia, and R.
  • The intro_to_python section provides warm-up content for students who are not familiar with Python.
  • The SIP section contains an Introduction to Machine Learning in Python and Advanced R modelling.
  • The IAP_deep_learning section contains an Introduction to Deep Learning in Python and Advanced Deep Learning content, including a tutorial on transfer learning.

Please reach out to us if you have any questions!

Your teaching team,

Léonard Boussioux (leobix@mit.edu), Ted Papalexopoulos (tpapalex@mit.edu), Kim Villalobos Carballo (kimvc@mit.edu), Holly Wiberg (hwiberg@mit.edu)