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How to Deploy ML Models with Google Cloud Run

Patrick Loeber via YouTube

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This tutorial shows how to deploy a trained TensorFlow model as a Flask web application on Google Cloud Run. It covers preparing the model, containerizing the app with Docker, configuring Google Cloud, and testing the deployed prediction endpoint.

Syllabus

Introduction
Prepare Model
Write Flask App
Setup Google Cloud Project
Google Cloud SDK
Dockerfile
Deploy

Taught by

Patrick Loeber

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