MLOps with Hugging Face Spaces, Gradio and Github Actions /

Learn to use MLOPs methodology to deploy a Hugging Face Spaces application using Github Actions. 00:00 Intro 00:35 Project Overview of Hugging Face Spaces, Gradio and Github Actions 01:23 Hugging Face Overview 01:52 Creating Hugging Face Spaces 02:28 Creating Github Repo and Github Codespaces with 1...

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Bibliographic Details
Format:	Video
Language:	English
Published:	[Place of publication not identified] : Pragmatic AI Solutions, [2022]
Edition:	[First edition].
Subjects:	Machine learning > Computer programs. Instructional films. Internet videos. Nonfiction films.
Online Access:	Connect to the full text of this electronic book

Description
Summary:	Learn to use MLOPs methodology to deploy a Hugging Face Spaces application using Github Actions. 00:00 Intro 00:35 Project Overview of Hugging Face Spaces, Gradio and Github Actions 01:23 Hugging Face Overview 01:52 Creating Hugging Face Spaces 02:28 Creating Github Repo and Github Codespaces with 16 Cores 03:37 Setup Gradio Application and Python Structure 06:12 Installing Tensorflow and running Gradio application with Github Codespaces browser 06:48 Using Hugging Face Token 07:26 Setup Github Actions Secrets with Token from Hugging Face 08:00 Setup Github Actions that pushes to Hugging Face Spaces 09:30 Testing Deployed Hugging Face Spaces Application.
Physical Description:	1 online resource (1 video file (12 min.)) : sound, color.
Playing Time:	00:12:00