Human-Friendly, Production-Ready Data Science with Metaflow - Ville Tuulos
Discover Metaflow, an open-source framework revolutionizing ML workflow creation and deployment. Learn how it empowers data scientists to build and deploy critical ML projects across industries with ease and efficiency.
Human-Friendly, Production-Ready Data Science Stack With Metaflow and Kubernetes
Explore a modern ML infrastructure stack using Metaflow and Kubernetes to boost data science productivity. Learn from Netflix's experience in building end-to-end machine learning workflows.
Beyond Prototypes: Production-Ready ML Systems with Metaflow and Argo Project
Explore production-ready ML systems using Metaflow and Argo, focusing on rapid improvement and maintenance. Learn from Netflix's experience in composing and orchestrating advanced ML systems.
How Metaflow Became Netflix's Beloved Data Science Framework
Discover Metaflow, Netflix's ML framework that revolutionized production time. Learn its development, impact, and gain practical insights for your own projects.
Building a Production Grade Document Understanding System with LLMs
Discover how to build scalable document understanding systems using LLMs, Metaflow, and open-source tools for efficient text processing and pattern recognition in production environments.
Breaking the 1.5MB Barrier: Running Large Metaflow Flows with Argo for AI/ML Workloads
Discover how to overcome Argo's 1.5MB size limitation for large-scale AI/ML workflows using Aurora Postgres RDS and EKS, enabling efficient management of extensive batch processes and data preparation tasks.