Simplifying Data Analysis and Visualization with Developer Tools and AI
Visual Studio Code via YouTube
Overview
Syllabus
Simplifying Data Analysis & Visualization with Developer Tools & AI
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Introduction - Data Analysis Challenges & Goals
GitHub Codespaces - Reusable environments
Jupyter Notebooks - Make it reproducible
GitHub Copilot - AI-assisted learning
Visual Studio Code - Productivity extensions
Open Datasets - Data Wrangler
Resonsible AI toolkit - Model debugging for fairness
Project LIDA - AI-assisted intuition & visualization
Azure AI Studio - Paradigm shift to LLM Ops
Summary - Questions & Next Steps
Taught by
Visual Studio Code