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Have a great summer break!

I am currently preparing for the 2024-2025 school year - we will be running the following courses: Computer Science 1, Data Science, Artificial Intelligence

If you are interested in the curriculum for these courses please see Teaching. Feel free to reach out with any questions or to say hi by sending an email to roman[dot]paolucci[at]Columbia[dot]edu.

I have a great deal of interest in non-convex optimization problems. What’s that you might ask? Check out this interactive app to understand more about this problem and its relationship to machine learning and artificial intelligence!

Course Resources

There tends to be a lot of interest in the projects developed in the courses I teach. Below you will find a set of links to interactive streamlit versions of the models and apps I teach my students to build sorted by course.

Honors Artificial Intelligence

Projects

- AutoML App

- WolframAlpha Lite

- Weather Recognition System

- Hand Written Text Generator

- Intelligent Agents (Policy Prediction and Control)

- (mini) Large Language Model

Resources

Honors Data Science

Projects

- Zork-Style RPG Game

- Database App

- Probability App

- Data Exploration App

- Time Series Forecasting App

- Machine Learning Prediction App

Resources

CP Computer Science 1

Projects

- Basic Calculator App

- Flappy Bird in Python

- Cryptocurrency App

- Portfolio Website

- Data Report Project

- Artificial Intelligence App

Resources