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title: :probabl.blog (4)
description: Insights on Machine Learning, Artificial Intelligence and Data Science. (4)
---

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# 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)

## [The value of certifying your machine learning skills: Interview with Dr. Fabian Stephany](https://blog.probabl.ai/the-value-of-certifying-ml-skills)

![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, March 24 2026

[Read or listen](https://blog.probabl.ai/the-value-of-certifying-ml-skills)

[open source](https://blog.probabl.ai/tag/open-source), [scikit-learn](https://blog.probabl.ai/tag/scikit-learn)

## [Announcing Scikit-learn Central](https://blog.probabl.ai/announcing-scikit-learn-central)

![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) 

 Friday, March 13 2026

[Read or listen](https://blog.probabl.ai/announcing-scikit-learn-central)

[machine-learning](https://blog.probabl.ai/tag/machine-learning), [data science](https://blog.probabl.ai/tag/data-science)

## [Current scikit-learn priorities at Probabl - March 2026 edition](https://blog.probabl.ai/scikit-learn-roadmap-11-march-2026)

![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) 

 Wednesday, March 11 2026

[Read or listen](https://blog.probabl.ai/scikit-learn-roadmap-11-march-2026)

[machine-learning](https://blog.probabl.ai/tag/machine-learning), [data science](https://blog.probabl.ai/tag/data-science)

## [Accelerating scikit-learn with GPUs and the Array API standard](https://blog.probabl.ai/accelerating-scikit-learn-with-gpus-achieving-15x-speed-ups-in-complex-ml-pipelines-with-the-python-array-api)

![Picture of Olivier Grisel](https://blog.probabl.ai/hs-fs/hubfs/bcd5a717-9d89-4040-abe3-67a45ba939df.jpg?width=50&name=bcd5a717-9d89-4040-abe3-67a45ba939df.jpg) [Olivier Grisel](https://blog.probabl.ai/author/olivier-grisel) 

 Tuesday, March 10 2026

[Read or listen](https://blog.probabl.ai/accelerating-scikit-learn-with-gpus-achieving-15x-speed-ups-in-complex-ml-pipelines-with-the-python-array-api)

[machine-learning](https://blog.probabl.ai/tag/machine-learning), [data science](https://blog.probabl.ai/tag/data-science)

## [For data scientists, by data scientists: Building the next generation of data science tooling](https://blog.probabl.ai/next-gen-of-data-science-tooling)

![Picture of Guillaume Lemaitre](https://app.hubspot.com/settings/avatar/ed8c1223a12bbd550da0b071909cdfba) [Guillaume Lemaitre](https://blog.probabl.ai/author/guillaume-lemaitre) 

 Tuesday, March 3 2026

[Read or listen](https://blog.probabl.ai/next-gen-of-data-science-tooling)

[open source](https://blog.probabl.ai/tag/open-source), [machine-learning](https://blog.probabl.ai/tag/machine-learning)

## [Maintaining open source in the age of generative AI: Recommendations for maintainers and contributors](https://blog.probabl.ai/maintaining-open-source-age-of-gen-ai)

![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, February 24 2026

[Read or listen](https://blog.probabl.ai/maintaining-open-source-age-of-gen-ai)

[machine-learning](https://blog.probabl.ai/tag/machine-learning), [data science](https://blog.probabl.ai/tag/data-science)

## [Charting a new direction for enterprise data science in the age of Agentic AI](https://blog.probabl.ai/towards-data-science-grounded-in-science)

![Picture of François Méro](https://blog.probabl.ai/hs-fs/hubfs/FM.jpg?width=50&name=FM.jpg) [François Méro](https://blog.probabl.ai/author/fran%C3%A7ois-m%C3%A9ro) 

 Tuesday, February 17 2026

[Read or listen](https://blog.probabl.ai/towards-data-science-grounded-in-science)

[open source](https://blog.probabl.ai/tag/open-source), [machine-learning](https://blog.probabl.ai/tag/machine-learning)

## [Demystifying tabular foundation models: The new models in the data scientist’s toolbox](https://blog.probabl.ai/demystifying-tfms)

![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, February 12 2026

[Read or listen](https://blog.probabl.ai/demystifying-tfms)

[open source](https://blog.probabl.ai/tag/open-source), [scikit-learn](https://blog.probabl.ai/tag/scikit-learn)

## [The global pulse of open source: Insights from GitHub and scikit-learn](https://blog.probabl.ai/insights-from-github-and-scikit-learn)

![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, February 3 2026

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