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publication-quality

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A 6-week hands-on masterclass in Data Visualization, MLOps Tracking, and Explainable AI (XAI). Master high-dimensional embeddings (UMAP), model diagnostics, live metrics (MLflow, W&B), and feature attribution (SHAP, LIME, Grad-CAM).

  • Updated May 27, 2026
  • Jupyter Notebook

Behavior Contract and Protocols for AI-assisted work. Covers various scenarios such as output shaping, publication, HTML structure, discovery setup, task prep, and more. Built by a non-dev who needed things to not break. No theory. Operational.

  • Updated Jun 9, 2026

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