Build a Machine Learning Web Application | React.js Huggingface.js & TailwindCSS
Machine Learning web applications are insanely powerful but are often held back by the cost of the web infrastructure used to serve them. In this video, we build a transcription and translation web application that runs 2 machine learning models in the users browser for free with React.js, Huggingface.js & TailwindCSS.
#coding #javascript #programming
🔗 Resources
Github repository - https://github.com/jamezmca/free-scribe
Init React w. TailwindCSS - https://tailwindcss.com/docs/guides/vite
Google fonts - https://fonts.google.com/
Font Awesome CDN - https://cdnjs.com/libraries/font-awesome
Font Awesome Icons - https://fontawesome.com/icons
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Smoljames Hub - https://www.smoljames.com
Web Developer Roadmap - https://roadmap.smoljames.com
📚 Chapters
00:00 Intro
00:31 Project Demo
01:34 Init React TailwindCSS Project
04:00 Build React + TailwindCSS app
56:26 Integrate ML Models
🔖 Topics Covered
Deploy a Machine Learning web application
Use a Machine Learning model
Build a React & TailwindCSS web app
Free Transcription
Free ML model deployment
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