How can I deploy machine learning models in web applications?
An example of an AI chatbot conversation about deploying ML models in web apps.
How can I deploy machine learning models in web applications?
You can deploy machine learning models in web apps using frameworks like Flask or Django for Python, or using cloud services.
What are the steps to deploy a model using Flask?
First, you need to create a Flask app, load your model, and then define routes to handle requests and return predictions.
Can I use Docker for deployment?
Yes, Docker can help you containerize your application, making it easier to deploy and manage dependencies.
What about scaling the application?
You can use services like Kubernetes to manage scaling and orchestration of your containerized applications.
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