How To Deploy ML Models With Google Cloud Run

How To Deploy ML Models With Google Cloud Run

Learn how to deploy Machine Learning / Deep Learning models with Google Cloud Run. We build a simple app with TensorFlow and Flask, containerize it with Docker, and deploy it to Google Cloud Run.

Learn how to deploy Machine Learning / Deep Learning models with Google Cloud Run. We build a simple app with TensorFlow and Flask, containerize it with Docker, and deploy it to Google Cloud Run.

Code and instructions: https://github.com/python-engineer/ml-deployment

Timeline:

  • 00:00 Introduction
  • 00:52 Prepare Model
  • 04:27 Write Flask App
  • 12:20 Setup Google Cloud Project
  • 12:59 Google Cloud SDK
  • 13:47 Dockerfile
  • 16:41 Deploy

machine-learning cloud tensorflow flask docker

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