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

How To Deploy ML Models With Google Cloud Run
24.80 GEEK