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The Road to MLOps: How Verivox Transitioned to AWS
Elisabeth Günther - 4 months ago
Verivox, a leading German online comparison platform, has successfully modernized their AI/ML workflow on AWS to stay at the edge of the industry. We will explore how Verivox transitioned from an on-premise Machine Learning workflow using R and proprietary tooling, to migrating to a cloud setup with Python and Amazon SageMaker while implementing MLOps best practices (CI/CD, IaC via CDK). This transition enabled data scientists to own the full stack of the ML Workflow, which drastically reduced their Model Development and Deployment time from Weeks to Hours.
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