🚀 CausalPy just hit 1,000+ ⭐ on GitHub — and crossed 120K downloads! When A/B tests stop, CausalPy starts. Bayesian. Interpretable. Open-source. Huge thanks to everyone who’s contributed to the project. 👉Checkout CausalPy: dub.link/causalpy #CausalPy #PyMCLabs

Over 150 registered to see our AI MMM Insights Agent in action—built on PyMC-Marketing. It takes you from raw data to real-time “what-if”s with causal insights and adaptive Bayesian modelling—fast. 📺 dub.sh/Zk4km1n Want early access? DM us or comment “interested”

✍️ Writing a PyMC model isn’t easy — even for pros So we built ModelCraft — an AI modeling agent that writes PyMC code and checks it before you ever see it. ✅ No shape errors ✅ No hallucinated functions ✅ Just clean, working Bayesian models 👉 dub.link/6frGLdT #genai

📉 Market data is messy. Traditional models assume too much. With PyMC, finance teams can: ✅ Quantify uncertainty ✅ Handle skewed, fat-tailed data ✅ Improve VaR, pricing & more 👉 dub.link/eonSuxd 📬 Need help applying this? DM us or email [email protected] #pymc

🚨 We’re opening our private Bayesian modeling workshops to the public — for the first time After this course, you won’t just build better models. You’ll know how to explain them, to technical and non-technical stakeholders alike 📎dub.link/68uMjpp

Modern marketing needs faster answers & safer testing. At #DataAISummit with Databricks we shared two real tools: ⚙️MMM Agent → insights in hours, not weeks 🧪Consumer Lab → test ideas pre-launch with synthetic panels Not theory. Already live. DM for a pilot #MMM #Bayesian

Everyone can do ML. Few can do Bayesian modeling. Set yourself apart with skills that drive deeper insight + better decisions. Join the next Applied Bayesian Modeling Workshop by PyMC Labs. Hands-on. Practical. Real-world. 📅 Limited seats → dub.link/bayes-workshop #PyMC

🔥 PyMC-Marketing release is live! → No repeat transactions? Bring covariates for better predictions. → Zero-spend channels breaking your MMM? Fixed. → Scaled channel contributions now computed post-sampling — faster & nutpie-ready! 🔗 dub.link/pymc_marketing #PyMC #MMM

Say goodbye to months-long MMM cycles! The BETA of our 🤖 AI-powered MMM Agent is here – fast, causal, and explainable insights in hours. Built on 🧮 PyMC-Marketing. 📩 Get early access: [email protected] 📝 Blog 👉 dub.link/mmm-agent-beta #MMM #AI #Bayesian

Frustrated by black box models? 😣 🎥 Evan Wimpy shares how our Applied Bayesian Modeling Workshop helps you build transparent, real-world models with PyMC. Live. Practical. Built for business impact. 🎟️ Sign up here: dub.link/bayes-modeling #BayesianModeling #PyMC #MCMC

We made LLMs play The Price Is Right — with real-world CPG prices. 50 models. One goal: bid as close as possible without going over. 🤖 Some nailed it 💸 Some flopped hard What does this say about LLMs as synthetic consumers? Full story 👇 dub.link/llms-price-rig…

We’re partnering with Hugo Bowne-Anderson for a free live workshop! 🔥 Learn #Bayesian decision-making with #PyMC experts Allen Downey & Christopher Fonnesbeck — from informative priors to rare-event prediction. 📅 Register now: lu.ma/m4s4cvtp

Your model isn’t enough if it can’t be trusted. Learn how to build robust, decision-ready Bayesian models in our live workshop. 🚨 Last chance! Seats close this week. 👉 Save your spot dub.link/pzkZPEL Featuring Allen Downey (Think Bayes). #BayesianModeling #PyMC

💥 CausalPy 0.5.0 is out! Now supports multiple treated units in synthetic control. A big boost for geo-lift analysis and more. 📖 Learn more: dub.link/causalpy-v0-5-0 Huge thanks to them for their great work! 👏 #CausalPy #CausalInference #PyMC

🚨 Last chance to join this free live workshop tomorrow with Hugo Bowne-Anderson , and PyMC Developers https://bayes.club/@pymc experts Allen Downey and Christopher Fonnesbeck 👉 Register here: dub.link/SPAWnaS

Going live with Allen Downey, Chris Fonnesbeck, and PyMC Labs in 10 minutes for a workshop on "AI-Powered Decision Making Under Uncertainty". Come say hi! youtube.com/live/2Auc57lxg…

We're live! Join Hugo Bowne-Anderson and our PyMC Labs Experts Allen Downey , Christopher Fonnesbeck, for our free live workshop on AI-Powered Decision Making Under Uncertainty! Don't miss this deep dive into probabilistic approaches for real-world decision making! 👇 👇 👇

Can LLMs make business decisions you'd actually trust? Thomas Wiecki joins Hugo Bowne-Anderson to share how #PyMC Labs is building GenAI systems for clients like Colgate 🧪 Real-world use cases 📊 90% accuracy 🔁 Closed-loop systems 🔗 dub.link/genai-decision #GenAI #LLMsystems

From cool demos to boardroom decisions — AI is now running analyses, critiquing itself & guiding high-stakes business calls. 🎥 Aug 15, 11 AM EDT — Thomas Wiecki joins Hugo Bowne-Anderson to show how to build AI you can trust. Watch: dub.link/genai-decision #AgenticAI #GenAI

We're heading to pydataberlin 2025 (Sept 1-3)! 🐍 Our team will be presenting on state space models, variational inference, and probabilistic approaches to marketing and risk. Come find us if you're attending - always up for great conversations about open source data tools!