Stop Training Your Analysts on Toy Datasets and Outdated Tools.
AthlyticZ gives your analytics department a complete training infrastructure — async courses, live workshops, and cloud-based labs built by practitioners who've worked at the highest levels of professional and college sports.
The Reality
Your Analysts Are Talented. Your Training Infrastructure Isn't.
Most org training programs are ad hoc at best. Here's what we hear from analytics directors every week.
"Works on My Machine"
Senior staff spend hours debugging environment issues for new hires instead of doing actual analysis work.
No Consistent Playbook
Every analyst learned in a different way. No shared standards, no consistent toolchain, no unified workflow across the department.
Slow New Hire Ramps
It takes months to get a new analyst productive. You're paying for someone to learn on the job while your team carries the load.
Skills Gaps in AI & ML
The game has changed. Your department needs LLM integration, ML pipelines, and Bayesian modeling — not just SQL and Excel.
Built for How Teams Actually Work
Every Workflow. One Platform.
Your department doesn't just need courses. You need training that covers every skill your analysts, engineers, and scientists use daily.
Model the Players. Quantify the Decisions.
Bayesian hierarchical models in Stan for projections and player valuation. Causal inference to isolate what actually drives performance. ML pipelines for classification, clustering, and prediction at scale. Feature engineering on tracking data, biomechanics, and game logs.
From Force Plates to Injury Models.
Motion capture processing, 3D kinematic modeling, force plate analytics, and injury risk quantification. Python and R pipelines for the wearable and sensor data flooding your performance science department every day.
Ship Dashboards Coaches Actually Use.
Production-grade Shiny apps with module architecture and CI/CD. Mobile-first layouts for iPads and dugout tablets. Custom D3.js visualizations for scouting reports. AI-powered prototyping to go from idea to deployed tool in hours, not weeks.
Build the Pipes. Automate the Feeds.
API infrastructure for real-time data ingestion. Web scraping for external scouting and market data. SQL in the cloud for warehouse queries. Git workflows so your team ships code like software engineers, not solo analysts saving v2_final_FINAL.R to a shared drive.
Put AI to Work Across Your Org.
LLM-powered scouting report generation. RAG pipelines over your internal knowledge base. AI coding assistants that understand your codebase. Build and deploy AI-powered tools that multiply what your staff can do — not just chatbots.
Ramp New Analysts in Weeks, Not Months.
Stop pulling senior staff to train every new hire. Self-paced foundations in R, Python, and your modeling stack. Live sessions for deeper topics. A consistent onboarding playbook so every analyst hits the ground running on the same tools and workflows.
The Full Training Stack
Async. Live. Cloud. All Covered.
Not just a course library — a complete training infrastructure your team can rely on year-round.
Self-Paced Courses
10+ async courses with Quarto renderings, real sports data projects, and cloud-based coding environments. Analysts learn on their schedule — offseason deep dives or 30-minute blocks between games.
Available now · R, Python, Stan, Shiny, BiomechanicsLive Workshops
Hands-on cohort workshops with a PhD-level instructor. Build alongside your peers, ship deployed apps, and walk away with methodology playbooks and $300 course credits.
Next: Rapid App Prototyping with Claude · Mar 2026Cloud Coding Environment
Built in partnership with Posit, every seat includes a cloud environment with AI coding assistance. No local installs, no IT overhead, no "works on my machine." Your analysts open a browser and start building.
Posit partner · R & Python · Zero setup20+ Topics. One Membership.
Our membership includes 10+ live sessions per month, unlimited cloud access, and async replays across every topic your team needs.
Coming 2026 — Priority Access for Team Licenses
Team and Enterprise license holders get early access to new courses as they launch.
SynergiZing ML and LLMs in R
Tidymodels + LLMs, RAG, tool-calling, Shiny deployment. Taught by Dr. Nic Crane & Dr. Christoph Scheuch. Posit partnership.
Rapid App Prototyping with Claude
Source documents to deployed D3.js apps. Bayesian inference in the browser. Self-paced version of our live workshop.
Built by Practitioners
Taught by People Who've Done the Work at the Highest Level
Our instructors aren't academics teaching theory. They're former analysts and data scientists from pro teams, top universities, and elite performance labs — who know exactly what skills matter in a real locker room or war room environment.
Getting Started
From First Call to Your Team Training — Under Two Weeks
No lengthy procurement drama. We've done this before and made it easy.
30-Minute Discovery Call
We learn your department structure, team size, current toolchain, and what skills gaps are costing you the most time. You get a live walkthrough of the platform. No pitch, no pressure.
Custom Proposal — Same Week
We map our curriculum to your specific needs and send a tailored quote. Formal invoice, W-9, and course documentation included for L&D or budget approval. PO-ready. Net-30 terms available.
Team Onboarding
Live session walking your lead analyst or director through the admin dashboard, progress tracking, and how to integrate AthlyticZ into your department's workflow. We handle the setup — you just show up.
Your Analysts Start Building
Accounts provisioned, environments ready, and your team is working through real projects with real sports data — on day one. No IT tickets. No setup headaches. Just work.
Team Licensing
Scale to Your Department
From a single analyst seat to organization-wide access. Every tier includes our full course catalog and cloud coding environment.
- Choose specific courses or bundles
- Cloud coding environment per analyst
- Self-paced, async-friendly
- Completion certificates
- Invoice & W-9 available
- Everything in Individual, plus:
- Full course library + membership access
- 10+ live sessions / month
- Workshop seats & async replays
- Admin dashboard & progress tracking
- Dedicated account manager
- Priority access to new courses
- Volume pricing at 5, 10, 20+ seats
- Everything in Team, plus:
- Unlimited seats organization-wide
- Custom curriculum mapping
- Private Slack/Teams channel
- Quarterly business reviews
- Priority access to new courses
- Advisory consulting hours included
Common Questions
Frequently Asked Questions
Your Department Deserves a Real Training Infrastructure.
Book a 30-minute call. We'll walk through the platform, map our courses to your team's specific needs, and send you a custom proposal the same week.