Abubakar Abid - Keynote: Building Machine Learning Apps in Python with Gradio | PyData Global 2023

Published: 05 September 2024
on channel: PyData
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www.pydata.org

In this talk, we will cover the practical tools for modern machine learning for machine learning datasets, models, and demos. First, we will start by talking about How to Use the Hugging Face Hub, covering how to easily find the right models and datasets for your machine learning tasks. Then, we will walk through Building and Sharing ML Demos: covering how to quickly demo ML models for class presentations, portfolios, etc using the Gradio (www.gradio.dev) library.

PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.

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