Observability
Definition
In AI engineering, observability refers to the capability to understand the internal …
MLOps
Model Registry
Definition
A Model Registry serves as a critical component in MLOps, providing a unified repository …
Life-time of correlation
Definition
In dynamic systems and time-series analysis, the life-time of correlation measures the …
Last mile
Definition
The ’last mile’ problem refers to the challenges encountered when deploying …
Feature Store
Definition
A Feature Store acts as a bridge between data engineering and machine learning teams, …
Experiment Tracking
Definition
This practice involves logging hyperparameters, dataset versions, model architectures, …
Deploy:Azure
Definition
Deploying to Azure involves utilizing cloud-native tools like Azure Machine Learning, …
AI observability
Definition
AI observability extends traditional software monitoring to address the unique challenges …
Model Serving
Definition
Model serving involves taking a static trained model and wrapping it in a scalable …