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Week 9

This week is meant to introduce you to building and hosting basic web applications using Streamlit for hosting. We'll also cover a few tools and Python techniques pertinent to this process. In particular, we will focus on the following:

  • Model definition
  • Streamlit Deployment
  • Environment variables
  • Python Decorators

setup

(As of January 2026)

  1. Fork this repository.
  2. Clone this repository using VS Code or using GitHub.
  3. See the environment.yml file. Create this environment locally using conda env create -f environment.yml and load it, or use an existing environment that already has these packages installed.
  4. Edit your repository, commit as you go, and push your changes to your fork.

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Week 9 Materials for Data Science Programming at IUI

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