Are DevOps and MLOps the Same Thing?

Are DevOps and MLOps the Same Thing?

An overview of what DevOps and MLOps have in common and what are their differences (if any). About ten years ago, the community realized that there was a barrier between the delivery and operations teams. On the one hand, there was the development team, which was...
Data Drift Detection

Data Drift Detection

Data drift occurs when a model sees production data that differs from its training data. If a model is asked to make a prediction based upon drifted data, the model is unlikely to achieve its reported performance. This phenomenon happens because during training, a...