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Jupyter Notebooks - Make it reproducible
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Classroom Contents
Simplifying Data Analysis and Visualization with Developer Tools and AI
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- 1 Simplifying Data Analysis & Visualization with Developer Tools & AI
- 2 Follow along
- 3 Introduction - Data Analysis Challenges & Goals
- 4 GitHub Codespaces - Reusable environments
- 5 Jupyter Notebooks - Make it reproducible
- 6 GitHub Copilot - AI-assisted learning
- 7 Visual Studio Code - Productivity extensions
- 8 Open Datasets - Data Wrangler
- 9 Resonsible AI toolkit - Model debugging for fairness
- 10 Project LIDA - AI-assisted intuition & visualization
- 11 Azure AI Studio - Paradigm shift to LLM Ops
- 12 Summary - Questions & Next Steps
