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data-science

This repo explores working with data in Notebooks and applying machine learning rigor with Copilot.

Demo assets

  • Notebook: /notebooks/water_technicians_purity_demo.ipynb
  • Sample data: /data/water_technicians_collections.csv
  • Prompt scenarios:
    • /prompts/1-water-ops-briefing-custom-agent
    • /prompts/2-data-intake-triage-subagent-skill
    • /prompts/3-quality-kpi-reporting-agents-skills-hooks

GitHub Codespaces setup

Codespaces is configured via /.devcontainer/devcontainer.json to install:

  • Python + pip dependencies from /requirements.txt
  • VS Code extensions for Python, Jupyter, GitHub Copilot, and Copilot Chat