Latest posts tagged with #PyMC on Bluesky
Your optimization model is only as good as the forecast you feed it.
We partnered with FICO to show what happens when you replace point estimates with full distributions. The results changed the decisions, not just the forecasts.
Full technical dive here: dub.link/zrDyPCF
#PyMC #FICO
Probabilistic Programming and Bayesian Modeling with PyMC
We're bringing Bayesian modeling to London, live and in person!
June 8-10: Learn to build probabilistic models in #PyMC, guided by its creators.
Small cohort, hands-on, walk out with working code. Seats are limited.
👉 Reserve your seat: dub.link/86tcbuP
#BayesianStatistics
Built something that is genuinely useful to me, and might be to others in the world of #PyMC and #BayesianStatistics. @pymc.io
cloudposterior: Run your PyMC models on cloud VMs with one extra line of code. Get results cached, progress streamed to your notebook, & notifications pushed to your phone
Most #MMMs explain the past but choke on the future; they need variables that haven't happened yet.
Our latest blog by Dr Luca Fiaschi shows how pairing PyMC-Marketing with Chronos2 fixes this: causal clarity + forecasted controls, just +0.34% added error.
👉 dub.link/jsnWOzR
#PyMC
New research proposes debugging #Bayesian inference while it runs, not after. A methodology for live MCMC diagnostics: R-hat, ESS, and trace plots updating in real time instead of post-hoc.
Join our webinar on Mar 25, 11 AM ET.
👉 dub.link/Bwr7kT3
#PyMC #MCMC #DataScience
LLMs give surface-level MMM advice
So we built AI skills for pymc-marketing that know how to set priors, handle adstock carryover, and run budget optimization.
They ship with the repo and work in #Cursor/#Claude
👉Github Repo: dub.link/e5qeoQE
#PyMC #MediaMixModeling
Our Sports Analytics Team is heading to #SSAC26!
Join us for a hands-on workshop on Bayesian Spatial Modeling of #NHL goaltending. From shot difficulty to rink-wide scoring probability, see #PyMC in action!
👇 dub.link/qMEf0Ni
#SportsAnalytics #BayesianModeling #Hockey
We’ve been building agentic data science systems; the hardest part isn’t execution, it’s knowing if an agent’s conclusions can be trusted.
Join our webinar on Feb 25 with #PyMC Labs to learn how we catch failures & build trust
👉 dub.link/SUHEjct
#AgenticDataScience #MMM
#Bayesian causal inference is about generative mechanisms, not just correlations.
Learn how to encode causal assumptions and simulate counterfactuals in our Applied Bayesian Regression Modeling course.
Registration still open 👇
dub.link/PKrUYFP
#PyMC #CausalInference
Bayesian regression shouldn’t stop at good fit and nice plots.
Our Applied Bayesian Regression Modeling course shows how to build models that drive real decisions using #PyMC & #Bambi
👉 Learn more & enroll: dub.link/x1K1vz4
#AppliedRegression #Analytics #DecisionMaking
Stop testing AI agents like software.
Start testing them like Data Scientists.
Learn how we build scientific guardrails for agent reliability. Register for our Feb 25 webinar 👇
dub.link/p9IiuT1
#GenAI #AgenticAI #AIEngineering #BayesianModeling #PyMC #MLOps
Learn Bayesian regression modeling from the people building #PyMC, #Bambi & #CausalPy.
4 weeks. Live sessions. Real-world use cases.
👉 Registration now open: dub.link/2CDdYLK
#BayesianStatistics #Baysian
Bayesian #MarketingAnalytics isn’t about complicated math. It’s about making decisions under uncertainty.
Our #PyMC Labs’ 5-step MMM workflow shows how to go from raw data → probabilistic decisions → real-world action.
👉 Join the course: dub.link/zxxlnd6
#MMM #Bayesian
Bayesian MMM as a decision engine 🧠
Causal funnels with PyMC-Marketing, optimized with PyTensor, and explored via marimo with interactive counterfactuals.
Full walkthrough by Teemu Säilynoja 👇
dub.link/I4o42dP
#PyMC #MMM #MarketingAnalytics
Want to build the future of decision intelligence?
Join #PyMC Labs in contributing to #CausalPy; open-source, Bayesian-powered causal inference for real-world problems.
🚀Watch onboarding: dub.link/3hk7lU0
🧩GitHub: github.com/pymc-labs/Ca...
#CausalInference #OpenSource
Overconfident CLV models are quietly costing your marketing team millions. 📉
Learn directly from the team behind #PyMC in our #Bayesian Marketing Analytics course.
Quantify uncertainty & make smarter decisions.
🔗Register now: dub.link/gb2YOyp
#MarketingAnalytics #CLV
Mastering Media Saturation: New Technical Guide for PyMC-Marketing
Visualize diminishing returns and optimize budget allocation with our new technical guide.
👉 Check for the full notebook and the underlying implementation here: dub.link/UaF3IZm
#MMM #Bayesian #PyMC
Stop wasting marketing budget on broken attribution!
Our Bayesian Marketing Analytics Course with Tim McWilliams, Colt Allen, Carlos Agostini & Ben Vincent helps you master marketing ROI.
👉 Register now: dub.link/zggZctl
#Bayesian #MarketingStrategy #PyMC
🚨 Final Call: Master Bayesian Modeling with the creators of #PyMC!
Learn from @allendowney.bsky.social , Chris Fonnesbeck & Vianey Leos Barajas in this 4-week course.
🗓 Starts: Monday, Jan 12
⏳ Reg Closes: Tomorrow!
Register: dub.link/cLOwlUm
#Bayesian
Decisions without uncertainty are gambles.
Final week to join our Applied #Bayesian Modeling course starting Jan 12. Master the workflow with @allendowney.bsky.social , Chris Fonnesbeck, and Vianey Leos Barajas.
👉 Sign up today: dub.link/WTOSi6n
#PyMC #DataScience
Introducing: The Bayesian Marketing Analytics Course by PyMC Labs.
Stop guessing if your ROI is real or just market noise. Master uncertainty-aware decision rules and causal inference in a course led by #PyMC lead practitioners.
Join our February cohort: dub.link/AHtL0NY
PyMC-Marketing hits 1,000 stars on GitHub!
From an ambitious 2023 project to a global Marketing measurement standard. Replacing black box models with #Bayesian rigor.
A massive thank you to our community and the #PyMC Labs team for building this robust ecosystem together.
Hockey goaltending stats are noisy. We used #Bayesian spatial models to separate skill from luck, creating a fairer framework for scouting.
See how Gaussian Processes clarify performance and improve decision-making.
👉 dub.link/TBq8CKy
#SportsAnalytics #PyMC #Bayesian
Registration is now open for the Jan 2026 Applied #Bayesian Modeling Workshop!
Hands-on guidance from #PyMC Labs experts, practical Bayesian modeling you can use right away. Starting Jan 12.
Seats are limited → dub.link/ds6cgc7
Practical Bayesian Modeling with #PyMC - from A/B tests to bandits.
Join us at @pydata.bsky.social 2025 for a hands-on workshop with @allendowney.bsky.social . Learn Bayesian A/B testing, bandits, Thompson sampling, hierarchical models, and more using PyMC and Jupyter.
See you there!
Marketing measurement shifted fast in 2025.
Join our #PyMC Labs roundtable as we break down what actually worked across MMM, CLV, forecasting, and Bayesian models, and what leaders need for 2026.
👉 Register: dub.link/qDR2J7X
#MarketingMeasurement #BayesianModeling
𝗣𝘆𝗠𝗖-𝗠𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 vs 𝗚𝗼𝗼𝗴𝗹𝗲 𝗠𝗲𝗿𝗶𝗱𝗶𝗮𝗻, a real-world benchmark for better #MMM decisions.
Join #PyMC Labs partner Luca Fiaschi at #PyDataBoston 2025 as he shares a rigorous, open-source comparison of both frameworks using realistic, production-scale data!
Modeling the SAT Math Gap with #PyMC
Why do male test takers score ~30 points higher? Ability or selection bias?
At PyData Boston 2025, @allendowney.bsky.social shows how Bayesian modeling untangles confounding to reveal what’s real.
#BayesianModeling #DataScience
Join us tomorrow at Python Ireland’s PyCon 2025 for a talk with Nathaniel Ford on Bayesian workflows with PyMC.
Learn iterative refinement, robust SEM modeling, and the craft behind meaningful statistical discovery.
#PyCon2025 #PyMC #DataScience
Day 2 of our Hierarchical Modeling Workshop with Alexandre Andorra @learnbayesstats.bsky.social - using our new hybrid teaching setup, featuring our LMS, live discussion groups, and more. #pymc #bayesian #data #datascience #sportsanalytics
