Full Machine Learning Project: Train & Deploy a Pneumonia Classifier in PyTorch [Video]

In this video, we go through a full machine learning project. We train a large PyTorch model on GPUs in the cloud. Then we deploy it as a serverless endpoint using Docker and finally we build a Flask application to interact with it.

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Timestamps:
(0:00) Intro
(0:31) Overview
(4:01) CNN Training Logic
(25:38) Training Model in Cloud
(35:51) Serverless Handler
(51:36) Dockerization
(54:32) Serverless Deployment
(55:44) Flask Application
(1:10:10) Testing Application
(1:11:35) Outro