MIT 15.003 | Analytics Tools

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 intro_to_ml section contains an Introduction to Machine Learning in Python.
• The intro_to_deep_learning contains an Introduction to Deep Learning in Python,
• The advanced_deep_learning contains Advanced Deep Learning content, including a python tutorial on transfer learning.

Please reach out to us if you have any questions!

Your teaching team,

Léonard Boussioux (leobix@mit.edu), Kim Villalobos Carballo (kimvc@mit.edu), Yu Ma (midsumer@mit.edu)