A Practical Tutorial on Building Machine Learning Demos with Gradio

We're excited to welcome Gradio Founder and Hugging Face ML Team Lead Abubakar Abid for this hands-on tutorial! Building machine learning demos and web apps has traditionally required significant knowledge of web development (css, js) and web hosting. We will discuss the Gradio library www.gradio.dev, an alternative that allows you to build machine learning demos entirely in Python. This tutorial will be hands-on: we'll be going through a colab notebook and end by hosting the demo on Hugging Face Spaces, so be ready to code!
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📌 SPEAKER BIO
Abubakar Abid completed his PhD at Stanford in applied machine learning. During his PhD, he founded Gradio www.gradio.dev, an open-source Python library that has been used to build over 500,000 machine learning demos. Gradio was acquired by Hugging Face, which is where Abubakar now serves as a machine learning team lead.
📌 ML DEMOS
Get some inspiration and discover amazing ML apps made by the community! huggingface.co...
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MLT (Machine Learning Tokyo)
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[@harrivayrynen]

Good demo. And thank you for fast sharing to KZbin. I did have to leave this live Zoom session yesterday. 👍

[@bousejin]

Thanks for the tutorial! Where's the colab notebook link?

[@AbubakarAbid]

colab.research.google.com/drive/10LN-Ijf5MiKh4nMtXj8go95wRNkmh8TG?authuser=1

[@AIandtheworld]

Great tutorial!