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Maria Vechtomova

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ML Model Traceability and Reproducibility by DesignPyData Global 20222022-12-01
Claims a reproducible deployment pipeline that ties code, runs, artifacts and serving together using GitHub Actions to pass git SHA, MLflow tags with…
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MLOps TransformationBig Data LDN 20222022-09-21
Ahold Delhaize runs a per-project ML maturity assessment and moves brands from Level 0–2 toward Level 3 by enforcing four MLOps standards—documentation, code…
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Improve classification accuracy for customer contact transcriptionsPyData Amsterdam 20182018-05-25
KPN processes ~7 million calls and ~700k chats yearly and starts from 180k labeled calls and 40k chats to compare Naive Bayes, CNN with word embeddings (and…
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