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What is the purpose of running the model in a product environment for a discrete set of single products or a single line of business?
What is the purpose of running the model in a product environment for a discrete set of single products or a single line of business?
- To test the model in a live setting before full deployment (correct)
- To train new engineers on model deployment
- To ensure competition for resources with other processes
- To identify anomalies in the production environment
What is the role of engineers responsible for the production environment when deploying the model?
What is the role of engineers responsible for the production environment when deploying the model?
- Ensure smooth integration of the model into downstream processes (correct)
- Manage competition for resources with other processes
- Identify anomalies in outputs from the model
- Conduct follow-up evaluations after model deployment
After deploying the model, what is the purpose of conducting follow-up evaluations?
After deploying the model, what is the purpose of conducting follow-up evaluations?
- Detect anomalies in inputs before they are fed to the model
- Train new team members on model deployment
- Reevaluate if the model is meeting goals and expectations (correct)
- Increase competition for resources in the production environment
What should be assessed in order to gauge competition for resources with other processes in the production environment?
What should be assessed in order to gauge competition for resources with other processes in the production environment?
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What should be done to ensure running the model fits smoothly into the production environment?
What should be done to ensure running the model fits smoothly into the production environment?
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