Deploy ML models with FastAPI, Docker, and Heroku | Tutorial

Published: 30 July 2022
on channel: AssemblyAI

97,660

2.5k

In this Tutorial you'll learn how to deploy Machine Learning models with FastAPI, Docker, and Heroku.

Code: https://github.com/AssemblyAI-Example...

Resources:
https://fastapi.tiangolo.com/deployme...
https://devcenter.heroku.com/categori...
https://github.com/basil-b2s/Language...

Get your Free Token for AssemblyAI Speech-To-Text API 👇https://www.assemblyai.com/?utm_sourc...

▬▬▬▬▬▬▬▬▬▬▬▬ CONNECT ▬▬▬▬▬▬▬▬▬▬▬▬

🖥️ Website: https://www.assemblyai.com
🐦 Twitter: / assemblyai
🦾 Discord: / discord
▶️ Subscribe: https://www.youtube.com/c/AssemblyAI?...
🔥 We're hiring! Check our open roles: https://www.assemblyai.com/careers

▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬

Timeline:
00:00 Introduction
01:08 Model Development
05:00 FastAPI app
08:44 Dockerize the app
14:14 Deployment to Heroku
17:46 Final Testing

#MachineLearning #FastAPI

Watch video Deploy ML models with FastAPI, Docker, and Heroku | Tutorial online without registration, duration hours minute second in high quality. This video was added by user AssemblyAI 30 July 2022, don't forget to share it with your friends and acquaintances, it has been viewed on our site 97,66 once and liked it 2.5 thousand people.