--- title: :probabl.blog (3) description: Insights on Machine Learning, Artificial Intelligence and Data Science. (3) --- [Skip to content](https://blog.probabl.ai/page/3#main-content) [![](https://blog.probabl.ai/hubfs/logo-probable-black.svg)](https://probabl.ai/) - [Company](https://probabl.ai/) - [Join Us](https://join.probabl.ai/) - [Blog](https://blog.probabl.ai/) Open main navigation Close main navigation - [Company](https://probabl.ai/) - [Join Us](https://join.probabl.ai/) - [Blog](https://blog.probabl.ai/) - [Contact us](https://www.probabl.ai/contact/) [Contact us](https://www.probabl.ai/contact/) ![illustration-blog2-probabl](https://blog.probabl.ai/hubfs/illustration-blog2-probabl.svg "illustration-blog2-probabl") # Our blog ### Insights on data science and AI, by humans for humans Also available on [Substack](https://probabl.substack.com/) and [Medium](https://medium.com/probabl) [open source](https://blog.probabl.ai/tag/open-source), [machine-learning](https://blog.probabl.ai/tag/machine-learning), [artificial-intelligence](https://blog.probabl.ai/tag/artificial-intelligence) ## [How you can embrace AI in your open source project's contribution cycle: Insights from dlt](https://blog.probabl.ai/how-you-can-embrace-ai-in-your-open-source-projects-contribution-cycle-insights-from-dlt) ![Picture of Adrin Jalali](https://blog.probabl.ai/hs-fs/hubfs/adrin-jalali.jpg?width=50&name=adrin-jalali.jpg) [Adrin Jalali](https://blog.probabl.ai/author/adrin-jalali) Tuesday, May 19 2026 [Read or listen](https://blog.probabl.ai/how-you-can-embrace-ai-in-your-open-source-projects-contribution-cycle-insights-from-dlt) [open source](https://blog.probabl.ai/tag/open-source), [skore](https://blog.probabl.ai/tag/skore), [machine-learning](https://blog.probabl.ai/tag/machine-learning) ## 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[Creating the conditions for enterprises to own and trust their models: A conversation with Nicolas Flores-Herr](https://blog.probabl.ai/creating-the-conditions-for-enterprises-to-truly-own-and-trust-the-models-they-put-into-production) ![Picture of Gaël Varoquaux](https://blog.probabl.ai/hs-fs/hubfs/GV.jpg?width=50&name=GV.jpg) [Gaël Varoquaux](https://blog.probabl.ai/author/gael-varoquaux) Thursday, April 30 2026 [Read or listen](https://blog.probabl.ai/creating-the-conditions-for-enterprises-to-truly-own-and-trust-the-models-they-put-into-production) [machine-learning](https://blog.probabl.ai/tag/machine-learning), [data science](https://blog.probabl.ai/tag/data-science), [artificial-intelligence](https://blog.probabl.ai/tag/artificial-intelligence) ## [The Enterprise Case for AI Bills of Materials: Understanding AI Ownership, Risk, and Control](https://blog.probabl.ai/the-enterprise-case-for-ai-bill-of-materials-understanding-ai-ownership-risk-and-control) ![Picture of Yann Lechelle](https://blog.probabl.ai/hs-fs/hubfs/2017-06%20-%20Dark%20BG%20-%20Yann%20Lechelle%20-%20Square.jpg?width=50&name=2017-06%20-%20Dark%20BG%20-%20Yann%20Lechelle%20-%20Square.jpg) [Yann Lechelle](https://blog.probabl.ai/author/yann-lechelle) Tuesday, April 21 2026 [Read or listen](https://blog.probabl.ai/the-enterprise-case-for-ai-bill-of-materials-understanding-ai-ownership-risk-and-control) [open source](https://blog.probabl.ai/tag/open-source), [machine-learning](https://blog.probabl.ai/tag/machine-learning) ## [How certifications signal your AI skills to recruiters: Interview with Dr. Tereza Iofciu](https://blog.probabl.ai/how-certifications-signal-your-ai-skills-to-recruiters-a-conversation-with-dr.-tereza-iofciu) ![Picture of David Arturo Amor Quiroz](https://blog.probabl.ai/hs-fs/hubfs/1773226343983.jpeg?width=50&name=1773226343983.jpeg) [David Arturo Amor Quiroz](https://blog.probabl.ai/author/david-arturo-amor-quiroz) Tuesday, April 14 2026 [Read or listen](https://blog.probabl.ai/how-certifications-signal-your-ai-skills-to-recruiters-a-conversation-with-dr.-tereza-iofciu) [open source](https://blog.probabl.ai/tag/open-source), [machine-learning](https://blog.probabl.ai/tag/machine-learning), [data science](https://blog.probabl.ai/tag/data-science) ## [Where open source tooling for data science and AI is heading: Interview with Gaël Varoquaux and Matt White](https://blog.probabl.ai/where-open-source-tooling-for-data-science-and-ai-is-heading) ![Picture of Cailean Osborne](https://blog.probabl.ai/hs-fs/hubfs/680c86be-b873-4f13-a8c5-7805b22a4e6d.jpg?width=50&name=680c86be-b873-4f13-a8c5-7805b22a4e6d.jpg) [Cailean Osborne](https://blog.probabl.ai/author/cailean-osborne) Tuesday, April 7 2026 [Read or listen](https://blog.probabl.ai/where-open-source-tooling-for-data-science-and-ai-is-heading) [open source](https://blog.probabl.ai/tag/open-source), [skore](https://blog.probabl.ai/tag/skore), [machine-learning](https://blog.probabl.ai/tag/machine-learning) ## [The open source tools powering enterprise data science: Interview with Merel Theisen](https://blog.probabl.ai/the-open-source-tools-of-enterprise-data-science-a-conversation-with-merel-theisen) ![Picture of Marie Sacksick](https://blog.probabl.ai/hs-fs/hubfs/MS.jpg?width=50&name=MS.jpg) [Marie Sacksick](https://blog.probabl.ai/author/marie-sacksick) Tuesday, March 31 2026 [Read or listen](https://blog.probabl.ai/the-open-source-tools-of-enterprise-data-science-a-conversation-with-merel-theisen) [open source](https://blog.probabl.ai/tag/open-source), [machine-learning](https://blog.probabl.ai/tag/machine-learning) ## [Accelerating scikit-learn with GPUs: Interview with Dr. Andy Terrel](https://blog.probabl.ai/scikit-learn-acceleration-with-gpus-andy-terrel) ![Picture of Gaël Varoquaux](https://blog.probabl.ai/hs-fs/hubfs/GV.jpg?width=50&name=GV.jpg) [Gaël Varoquaux](https://blog.probabl.ai/author/gael-varoquaux) Thursday, March 26 2026 [Read or listen](https://blog.probabl.ai/scikit-learn-acceleration-with-gpus-andy-terrel) [First](https://blog.probabl.ai/) [Prev](https://blog.probabl.ai/page/2) [1](https://blog.probabl.ai/) [2](https://blog.probabl.ai/page/2) [3](https://blog.probabl.ai/page/3) [4](https://blog.probabl.ai/page/4) [5](https://blog.probabl.ai/page/5) [Next](https://blog.probabl.ai/page/4) [Last](https://blog.probabl.ai/page/6) ![illustration-probable](https://blog.probabl.ai/hubfs/illustration-probable.svg "illustration-probable") - [Company](https://probabl.ai) - [Join Us](https://join.probabl.ai/) - [Blog](https://blog.probabl.ai) [![69ee669dda802928688b7b3e\_logo-probabl (2)](https://blog.probabl.ai/hubfs/69ee669dda802928688b7b3e_logo-probabl%20(2).svg "69ee669dda802928688b7b3e_logo-probabl (2)")](http://probabl.ai) [Privacy Policy](https://www.probabl.ai/legal/privacy-policy/)               © 2026 Probabl, all rights reserved.