What factors should be considered when putting a machine learning model into production?
Factors to consider include scalability, real-time performance, monitoring for performance drift, interpretability, security measures, compliance with regulations, and continuous improvement and maintenance.
Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
What factors should be considered when putting a machine learning model into production?

### Input: Not applicable

### Response:
Factors to consider include scalability, real-time performance, monitoring for performance drift, interpretability, security measures, compliance with regulations, and continuous improvement and maintenance.<|im_end|>