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Brian Chambers
Brian Chambers

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13 hours ago

Data Versioning for ML in Airflow

by Mac Macoy In a recent post, we shared why we chose Apache Airflow to orchestrate Machine Learning pipelines at Chick-fil-A. In this post we’ll dive deeper into how we enhanced Airflow to support data versioning for Machine Learning. Airflow at its Core Airflow at its core is a workflow orchestration tool, and it’s…

Airflow

5 min read

Data Versioning for ML in Airflow
Data Versioning for ML in Airflow
Airflow

5 min read


Published in chick-fil-atech

·14 hours ago

Decentralized Model Ops Platform w/ Apache Airflow

by Aaron Reese At Chick-fil-A, we increasingly rely on models to help drive decision making across our business. We define a model as an algorithm or machine learning routine that produces some sort of prediction or recommendation to drive towards a business decision or enhanced user experience. Internally, we refer…

Airflow

5 min read

Decentralized Model Ops Platform w/ Apache Airflow
Decentralized Model Ops Platform w/ Apache Airflow
Airflow

5 min read

Brian Chambers

Brian Chambers

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