Fix MlflowInvalidInputException

✅ Solution

The "MlflowInvalidInputException" often arises when the input data format or schema during inference doesn't match the model's expected input schema. To resolve this, ensure that the inference request's data types, column names, and structure precisely align with the model's training data and signature registered in MLflow. Inspect the model's signature and transform your input data accordingly before making inference requests.