Practical AI· Folge 296

scikit-learn & data science you own

Dienstag, 19. November 2024 · 52 min

MP3

Shownotes

We are at GenAI saturation, so let’s talk about scikit-learn, a long time favorite for data scientists building classifiers, time series analyzers, dimensionality reducers, and more! Scikit-learn is deployed across industry and driving a significant portion of the “AI” that is actually in production. :probabl is a new kind of company that is stewarding this project along with a variety of other open source projects. Yann Lechelle and Guillaume Lemaitre share some of the vision behind the company and talk about the future of scikit-learn!

Sponsors:
• Timescale (timescale.com) – Purpose-built performance for AI Build RAG, search, and AI agents on the cloud and with PostgreSQL and purpose-built extensions for AI: pgvector, pgvectorscale, and pgai.
• WorkOS (workos.com) – A platform that gives developers a set of building blocks for quickly adding enterprise-ready features to their application. Add Single Sign-On (Okta, Azure, Google, Microsoft OAuth), sync users from any SCIM directory, HRIS integration, audit trails (SIEM), free magic link sign-in. WorkOS is designed for developers and offers a single, elegant interface that abstracts dozens of enterprise integrations. Learn more and get started at WorkOS.com (workos.com)
• Shopify (shopify.com/practicalai) – Sign up for a $1/month trial period at shopify.com/practicalai
Featuring:
• Yann Lechelle – LinkedIn (linkedin.com/in/ylechelle)
• Guillaume Lemaitre – GitHub (github.com/glemaitre), LinkedIn (linkedin.com/in/guillaume-lemaitre-b9404939), Mastodon (fosstodon.org/@glemaitre), X (x.com/glemaitre58)
• Chris Benson – Website (chrisbenson.com), GitHub (github.com/chrisbenson), LinkedIn (linkedin.com/in/chrisbenson), X (x.com/chrisbenson)
• Daniel Whitenack – Website (datadan.io), GitHub (github.com/dwhitena), X (x.com/dwhitena)
Show Notes:
• :probabl. (probabl.ai)
• TechCrunch: Probabl is a new AI company built around popular library scikit-learn (techcrunch.com/2024/02/01/probabl-is-a-new-ai-…)
• scikit-learn.org/stable
Upcoming Events:
• Register for upcoming webinars here (practicalai.fm/webinars)!

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