Intensive
Skill Sprints.
Production-grade data science and AI skills every employer is hiring for. Taught live through sports to keep it engaging. Enterprise cloud environments included. The techniques transfer to any domain.
Members save 20% on every workshop
Plus unlimited Posit Workbench access, 7+ live sessions/month, and the full course catalog.
Rapid App Prototyping
with Claude Code
Source documents to production-grade interactive applications. Claude Code as your co-pilot from line one. D3.js frontends, Bayesian computation engines, ODE solvers, and deployment to Posit Connect. Not prototypes. Deployed tools running real inference.
Book a Discovery CallDates announced once Posit infrastructure is live. Members get first access.
Upcoming Workshops
Book a discovery call for early access and scheduling. All workshops include Posit Workbench.
Rapid App Prototyping with Claude Code
Source documents to production-grade interactive apps. D3.js, Bayesian inference, physics-constrained modeling, Posit deployment. Every minute is building.
Prep Analytics Lab
Build your school's sports analytics program. Postgame reports, scouting tools, data storytelling. For high school students ready to stand out.
LLM-Powered Text Analytics for Sports
Turn messy sports text into clean, structured data. Prompt engineering for extraction, structured output, classification and summarization at scale.
Building Sports Data Apps with Shiny + LLMs
Natural language data querying, chat interfaces with shinychat, database connectivity via querychat, and custom tool calling for live sports data.
Building RAG Systems for Sports Data
Full RAG pipeline: chunking strategies, embedding models, vector stores, retrieval tuning. Build a chat-with-your-docs system grounded in your own data.
Foundations of Predictive Modeling in Sports
Raw play-by-play data to production-ready predictive models. Classification, evaluation, cross-validation, and deployment on real game data.
Advanced Predictive Analytics for Forecasting
Regression to deep neural networks for continuous outcomes. Preprocessing pipelines, workflow sets for model comparison, and production deployment.
Built in Our Workshops
These Aren't Mockups
Real working applications built live during Rapid App Prototyping sessions. Every one started as PDFs and a prompting loop.
MLB Scout LLM
Ice Vision Hockey Tracker
Diamond Shift
Curling Physics Simulator
Taipei 101 Climb Tracker
NFL Field Visualization
Your Instructors
Practitioners Who Teach
Not academics reading slides. People who ship production code and know how to transfer those skills.
Dr. Michael Czahor
Founder, AthlyticZ. 7 yrs MLB R&D
PhD Statistics, Iowa State. Former Phillies, Tigers, Marlins. Built probabilistic forecasting systems for MLB front offices. NSF IGERT Fellow. Teaching Excellence Award.
Dr. Nic Crane
Apache Arrow Core Maintainer. Author
PhD Statistics. 15 years in R. Built dashboards supporting hundreds of concurrent NHS users. Sold-out workshops at posit::conf and EARL. CRC Press author.
Dr. Christoph Scheuch
Quant Researcher. Shiny + Quarto
PhD Financial Economics. Builds scalable Shiny dashboards with Docker and CI/CD. Author of tidyfinance, fmpapi, and wbids R packages.
Every Workshop Includes
What You Walk Away With
1 Month Workbench
Full Posit Workbench access during + 30 days after.
Lifetime Replays
Every session recorded. Rewatch anytime, forever.
All Materials
Quarto notebooks, code files, datasets. Yours to keep.
Certificate
Verifiable credential for LinkedIn and your portfolio.
Ready to Go Deep?
Book a discovery call, join the waitlist, or explore membership. Members save 20% on everything.