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 -
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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
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