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Module 9
Advanced I/O: Files and Background Tasks
1
Uploading Files with FastAPI
Create an endpoint that accepts an image upload using `UploadFile`
2
File Upload Validation Basics
Perform basic validation on an uploaded file, such as checking its content type
3
Image Preprocessing and Inference with ML Endpoints
Modify an ML endpoint to accept an image, preprocess it, and run inference
4
Asynchronous Background Tasks
Use `BackgroundTasks` to run a non-critical task (e.g., logging a prediction) after a response is sent
5
Choosing Sync vs. Async for I/O-Bound Tasks
Distinguish between synchronous and asynchronous route handlers and choose appropriately for I/O-bound tasks
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Serving a Machine Learning Model
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Testing FastAPI Applications