FSDL Lecture 6: Deployment is now live! This lecture covers a critical step: getting your model into prod. The key message is similar to our philosophy in other parts of the ML workflow: Start simple, add complexity as you need it. fullstackdeeplearning.com/course/2022/le…
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When it's time to deploy, the first step is to create a prototype you and your friends / teammates can interact with. @Gradio, @huggingface, and @streamlit are your friends at this stage. You do want this to have a basic UI and be hosted behind a webserver to reduce friction.
