How do I deploy an AI model in production?
To deploy an AI model in production, you need to choose a deployment platform, prepare your model, and set up an API.
What are some popular platforms for deployment?
Some popular platforms include AWS SageMaker, Google Cloud AI Platform, and Microsoft Azure Machine Learning.
How do I ensure my model is scalable?
You can ensure scalability by using containerization with Docker, load balancing, and auto-scaling features of cloud services.
What monitoring tools should I use?
You can use tools like Prometheus, Grafana, or cloud-native monitoring solutions to keep track of your model's performance.
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