Elevate your learning with PyMC Labs
Interactive sessions. Real use cases. Online, from anywhere
Turn Bayesian Ideas Into Action
In the world of probabilistic modeling, it's easy to get stuck between theory and practice. PyMC Labs workshops bridge that gap. Led by the experts at PyMC Labs, our workshops blend clear instruction with hands-on coding and real case studies. If you're ready to turn Bayesian ideas into real impact, our workshops are built for you.
Applied learning
Go beyond theory to learn Bayesian methods through hands-on projects.
Guided by experts
Learn from our PyMC consultants, leading voices in the field who can guide you through real-world modeling and help you avoid pitfalls.
Flexible format
Live sessions supplemented by recordings, code notebooks, and resources so you can review at your own pace and keep your learning moving forward.
Join our growing alumni community
Collaborate with like-minded professionals in our global alumni network and keep developing your skills long after the workshop ends.
Tailored to Your Needs
Build credentials that match your industry standards and workflows across sectors.
Workshops at a Glance
Applied Bayesian Modeling
Learn Bayesian modeling directly from PyMC's developers through a collaborative, hands-on workshop covering foundational thinking, MCMC, and advanced hierarchical, causal, and time-series techniques, all geared toward real-world, practical application.
Bayesian Marketing Analytics
A practical, notebook-led course teaching probabilistic MMMs, quasi-experiments, CLV modeling, customer choice modeling and adoption forecasting. Develop uncertainty-aware decision rules using PyMC-Marketing and CausalPy to support marketing and product decisions.
Applied Regression Modeling
An applied Bayesian regression course bridging statistical foundations to real-world practice. Using Bambi and PyMC, participants will build hierarchical, Gaussian process, and causal models and translate model outputs into practical, decision-ready insights.
Custom Workshops
We regularly offer custom Bayesian workshops tailored to your team's use cases, industry challenges, and skill levels. From experimentation to forecasting to causal analysis, every workshop is design to match your goals.
Meet the Experts
Designed and delivered by the minds behind PyMC Labs, each of our workshops offer participants step-by-step guidance from leading voices in the field
Trusted by Professionals in Top Companies
Our workshops have empowered data scientists, analysts, and researchers at leading organizations worldwide
What Our Students are Saying
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Frequently
Asked Questions
Quick answers to your questions.
Need more help? just ask!
You’ll get a payment confirmation right away, and within two business days you’ll receive a welcome email with everything you need to get started — including how to access course materials.
There are 16 hours of live instruction: two 2-hour live sessions each week over four weeks, for eight sessions total. You’ll also have notebooks and access to instructors via Discord between sessions.
Yes, sessions will be recorded and available to participants for the duration of the course.
Yes, a shared private repository will have all the code used in the class. Workshop participants have access to all the code used in sessions for 8 weeks following the workshop.
No worries — recordings are available for the duration of the workshop, and you’ll still have access to instructors via Discord for help.
If you cancel before the course begins (at least 7 days prior), you’re eligible for a refund. Additionally, as a natural person, you have a 14-day withdrawal right from registration, provided the workshop hasn’t yet started. (See full Terms and Conditions for details.)