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Data Science at Home
Francesco Gadaleta
296 episodes
1 week ago
Artificial Intelligence, algorithms and tech tales that are shaping the world. Hype not included.
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Technology
News,
Tech News
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All content for Data Science at Home is the property of Francesco Gadaleta and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Artificial Intelligence, algorithms and tech tales that are shaping the world. Hype not included.
Show more...
Technology
News,
Tech News
https://is1-ssl.mzstatic.com/image/thumb/Podcasts126/v4/71/06/a6/7106a692-6e72-54eb-a995-286ec93e63ed/mza_7901283174895536730.jpg/600x600bb.jpg
Run massive models on crappy machines (Ep. 279)
Data Science at Home
47 minutes 10 seconds
7 months ago
Run massive models on crappy machines (Ep. 279)
AI shouldn’t be limited to those with access to expensive hardware. This episode explores how to break down barriers by running massive AI models on "crappy machines"—affordable, low-spec devices. Clever techniques like quantization, pruning, model distillation might not be enough. With edge offloading, we can make state-of-the-art AI accessible to hobbyists, researchers, and innovators everywhere. By democratizing AI, we can empower individuals and small teams to experiment, create, and solve problems without needing deep pockets or enterprise-grade resources.   AI for everyone, on everything. Let’s make it happen.     ✨ Connect with us! 📩 Newsletter: https://datascienceathome.substack.com 🎙 Podcast: Available on Spotify, Apple Podcasts, and more. 🐦 Twitter: @DataScienceAtHome 📘 LinkedIn: https://www.linkedin.com/in/fragadaleta/ Instagram: https://www.instagram.com/datascienceathome/ Facebook: https://www.facebook.com/datascienceAH LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast Discord Channel: https://discord.gg/4UNKGf3   NEW TO DATA SCIENCE AT HOME? Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com   SEND US MAIL! We love hearing from you! Send us mail at: hello@datascienceathome.com Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!
Data Science at Home
Artificial Intelligence, algorithms and tech tales that are shaping the world. Hype not included.