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1/ Most ML models don't fail because of bad algorithms. They fail because of bad data management. Three tools fix most of it: • DVC (versioning) • Great Expectations (validation) • Feast (feature store) A thread 🧵 #MLOps #MachineLearning #DataScience

11/ You don't need all three on day one. Start with DVC + a few validation checks. Add a feature store when you have real-time serving or multiple models sharing features. Follow for more MLOps. Repost if this helped 🔁 #MLOps #DataEngineering #BuildInPublic #AI