Comprehensive courses taught by industry practitioners. Real sports data, employer-ready projects, and cloud virtual machines included with every course.
The bridge between tidymodels and modern LLMs. Tool-calling, RAG, production Shiny deployment, evaluation — taught R-native end to end.
Save with Bundles
Master a complete skill track and save. Each bundle includes cloud VM access.
Bundle
Includes 2 Courses
Bundle
Includes 3 Courses
Bundle
Includes 2 Courses
All Courses
Start wherever fits your skill level. Each course includes hands-on projects with real sports data and cloud VM access.
Intermediate
The R-native AI stack taught end to end — tidymodels + ellmer + ragnar + Shiny. Tool-calling, production RAG, evaluation, and deployment.
Beginner
Build fluency in R's most powerful data toolkit — the skill behind analyst roles at every major sports org and research lab.
Beginner
Go from zero to job-ready Python. Master pandas, visualization, and modeling basics that hiring managers expect on day one.
Beginner
Learn motion capture analysis, force plate data, and 3D modeling — the tech stack behind injury prevention and performance science.
Intermediate
Master the probabilistic programming language powering cutting-edge research in sports analytics, pharma, and finance.
Advanced
Hierarchical models, custom distributions, and advanced diagnostics — the deep Stan expertise that sets senior analysts apart.
Intermediate
Implement real ML pipelines — classification, regression, clustering, and evaluation — using the same workflows teams hire for.
Intermediate
Build and deploy production-grade data apps. The bridge between "I can analyze data" and "I ship data products."
Advanced
Create custom interactive components that make dashboards feel like polished software — not generic cookie-cutter templates.
Advanced
Design mobile-first Shiny apps with touch-optimized layouts — a rare skill that puts your work in coaches' and athletes' hands.
Recommended Paths
Not sure where to start? Follow these recommended progressions based on your goals.
Also Coming in 2026
Our next self-paced course is in development — available later this year.
Coming 2026
Source documents to production-grade interactive applications. D3.js, Bayesian inference, physics-constrained modeling. The self-paced version of our sold-out workshop.
Pick a course that fits your goals. Cloud VMs included with every purchase. Members save 20%.