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Schema design is the bridge between databases and AI/ML analytics. In this final part of the Database Design series, we explore star and snowflake schemas, fact/dimension modeling, and practical patterns that power scalable analytics, feature stores, and machine learning pipelines. Learn how dimensional modeling, Slowly Changing Dimensions, and schema evolution can simplify pipelines and improve model performance.
Aug 2, 2025

Schema design is the bridge between databases and AI/ML analytics. In this final part of the Database Design series, we explore star and snowflake schemas, fact/dimension modeling, and practical patterns that power scalable analytics, feature stores, and machine learning pipelines. Learn how dimensional modeling, Slowly Changing Dimensions, and schema evolution can simplify pipelines and improve model performance.
Aug 2, 2025

Schema design is the bridge between databases and AI/ML analytics. In this final part of the Database Design series, we explore star and snowflake schemas, fact/dimension modeling, and practical patterns that power scalable analytics, feature stores, and machine learning pipelines. Learn how dimensional modeling, Slowly Changing Dimensions, and schema evolution can simplify pipelines and improve model performance.
Aug 2, 2025
My biggest failure wasn’t a startup — it was postponing failure itself. I delayed my dreams out of fear and stayed stuck for years. Here’s what I learned about failing fast, rebuilding smarter, and finally creating a life on my own terms at 45.
May 21, 2025

My biggest failure wasn’t a startup — it was postponing failure itself. I delayed my dreams out of fear and stayed stuck for years. Here’s what I learned about failing fast, rebuilding smarter, and finally creating a life on my own terms at 45.
May 21, 2025

My biggest failure wasn’t a startup — it was postponing failure itself. I delayed my dreams out of fear and stayed stuck for years. Here’s what I learned about failing fast, rebuilding smarter, and finally creating a life on my own terms at 45.
May 21, 2025
