How do I deploy a deep learning model in production?

How do I deploy a deep learning model in production?

To deploy a deep learning model, you can use platforms like AWS, Azure, or Google Cloud. Do you have a specific platform in mind?

I'm considering using AWS. What are the steps involved?

First, you need to package your model, then create a Docker container, and finally use AWS services like SageMaker for deployment.

What about scaling the model? How can I ensure it handles high traffic?

You can use auto-scaling features in AWS to adjust resources based on traffic. Load balancers can also help distribute requests.

Are there any best practices for monitoring the model's performance?

Yes, implement logging and monitoring tools like CloudWatch to track performance metrics and set up alerts for anomalies.