Intensive
Skill Sprints
Production-grade data science and AI skills every employer is hiring for. Taught live through sports to keep it engaging. The techniques transfer to any domain.
Next cohort starts March 30 · 25 seats · Early bird pricing live
Rapid App Prototyping with Claude
Source documents to production-grade interactive apps. D3.js, Bayesian inference, physics-constrained modeling. 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. Built on real game data.
Advanced Predictive Analytics for Performance 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 and interactive tools 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. Co-authored Scaling Up with R and Arrow (CRC Press, 2024).
Dr. Christoph Scheuch
Data Scientist · Shiny + Quarto Specialist
PhD Financial Economics. Builds scalable Shiny dashboards with Docker and CI/CD. Author of tidyfinance, fmpapi, and wbids R packages. University and corporate training across data viz, modeling, and workflows.
Every Workshop Includes
What You Walk Away With
1 Month Workbench
Full Posit Workbench access during + 30 days after the workshop.
Lifetime Replays
Every session recorded. Rewatch anytime, forever.
All Materials
Quarto notebooks, code files, datasets. Downloadable and yours to keep.
Certificate
Verifiable completion credential for LinkedIn and your portfolio.
Ready to Go Deep?
Browse workshops, reserve your seat, or join the waitlist for upcoming sessions. Members save 20% on everything.