Centralized repository for storing, managing, and serving machine learning features for consistent use across training and production. Like a shared ingredient pantry that ensures everyone uses the same quality ingredients.
A feature store ensures that the 'customer lifetime value' calculation used during model training is identical to what's used when making predictions.
Centralized repository for storing, managing, and serving machine learning features for consistent use across training and production. Like a shared ingredient pantry that ensures everyone uses the same quality ingredients.
A feature store ensures that the 'customer lifetime value' calculation used during model training is identical to what's used when making predictions.
Related concepts include Feature Engineering, MLOps, Machine Learning. Understanding these connections helps build a comprehensive knowledge of cloud computing concepts.