~/talks

Rami Krispin

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Deploy & Monitor ML Pipelines with Python, Docker and GitHub ActionsPyData NYC 20242024-11-06
Shows a reproducible pipeline that pulls New York electricity data for 11 subregions, uses Python inside Docker images orchestrated by GitHub Actions + Docker…
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Workshop: Deploy and Monitor ML Pipelines with Open Source and Free ApplicationsAI_dev: Open Source GenAI & ML Summit Europe 20242024-06-19
Builds a reproducible pipeline that pulls US hourly electricity demand from the EIA API, handles the API 5,000‑row limit with pagination, and backfills six…
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Forecasting at ScaleØredev 20232023-11-08
Describes concrete techniques: compute ~25 statistical features per series, run PCA then cluster to group similar behavior, and pick representative series per…
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Productionize your open-source projectØredev 20232023-11-08
Builds an automated pipeline that refreshes COVID‑19 data nightly from Johns Hopkins, runs unit checks, packages code in Docker, and deploys a live tracker to…
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