Open Source In Finance Forum 2024 - London
Presented by William Arias, GitLab
Title: Scaling Financial Machine Learning with MLOps
Abstract: To successfully extract value from data, firms need to make sure they not only have the right financial domain knowledge, the right quantity, and quality of financial data but also a reliable data infrastructure and ML-oriented pipelines orchestrated by MLOps. With a proper MLOps strategy, domain knowledge teams can collaborate closely, properly test models, quickly respond to new data sources, and train and re-train ML models at scale while remaining compliant.
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