Name: [PyMCon Web Series] Scalable Bayesian Modeling
Start: 2023-03-28T12:00:00-04:00
End: 2023-03-28T13:00:00-04:00

**PyMCon Web Series: Scalable Bayesian Modeling**

March 28, 16:00 UTC
New York - 12 noon
Los Angeles - 9am
London - 5pm
Berlin - 6pm

**Speaker**
Sandra Yojana Meneses

**Abstract of the talk**
PyMC has now multiple options to boost its performance (JAX support, training on GPUs, etc). The library is widely known for being easy to learn and for its great documentation, but it's not always seen as a performant tool. The goal of the blog post is to present a benchmark where we can show that PyMC can work with large datasets and different approaches to do so. The blog post will be accompanied with reproducible code so that we can add/update metrics when there are substantial changes in PyMC or other libraries. Users will be able to compare their own models using the code provided in the blog repository.

Links to the blog post and full details are available [here](https://discourse.pymc.io/t/pymcon-web-series-scalable-bayesian-modeling-sandra-yojana-meneses/11635).

Please note that participants are expected to abide by [PyMC's Code of Conduct](https://pymcon.com/codeofconduct/).

**Connecting with PyMC**
\- PyMCon Web Series: https://pymcon\.com/
\- LinkedIn: https://www\.linkedin\.com/company/pymc/
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\- Meetup: https://www\.meetup\.com/pymc\-online\-meetup/
\- Mastodon: https://bayes\.club/@pymc
\- Discourse\, Q&A/Discussion: https://discourse\.pymc\.io
\- GitHub: https://github\.com/pymc\-devs/pymc

Christian Luhmann

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