How to Deploy a Machine Learning Model to Google Cloud for 20% Software Engineers (CS329s tutorial)

It’s time to reveal the magician’s secrets behind deploying machine learning models! In this tutorial, I go through an example machine learning deployment scenario using Google Cloud and an image recognition app called Food Vision 🍔👁. Get all the code on GitHub - Slides - Full CS329s syllabus - Learn ML (my beginner-friendly ML course) - Connect elsewhere: Web - Get email updates on my work - Timestamps: 0:00 - Intro/hello 1:42 - Presentation start (what we’re going to cover) 6:00 - Food Vision 🍔👁 (the app we’re building) recipe 11:16 - The end goal we’re working towards (data flywheel) 13:07 - The data flywheel: the holy grail of ML apps 14:57 - Tesla’s data flywheel 17:02 - Food Vision’s data flywhee