Self-Paced Data Science Courses | Python, R, Bayesian, Shiny | AthlyticZ
Self-Paced • Cloud VMs Included

Project-Based Data Science Courses

Comprehensive courses taught by industry practitioners. Real sports data, employer-ready projects, and cloud virtual machines included with every course.

Cloud VMs Included
Real Sports Data
Portfolio Projects

Members save 20% on every course

Plus 10+ live sessions/month, unlimited cloud VM access, and the full async replay library — $1,799/year.

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Save with Bundles

Multi-Course Bundles

Master a complete skill track and save. Each bundle includes cloud VM access.

Python MachineZ Bundle — FoundationZ of Data Science and Python Machine Learning in Sports Bundle

Python MachineZ Bundle

Includes 2 Courses

  • FoundationZ of Data Science
  • Python Machine Learning in Sports
Cloud VM access included
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Shiny ApplicationZ Bundle — ProductioniZing Shiny, CustomiZing Widgets, and Mobile StructureZ Bundle

Shiny ApplicationZ Bundle

Includes 3 Courses

  • ProductioniZing Shiny Applications
  • CustomiZing Shiny Widgets
  • Shiny Mobile StructureZ
Cloud VM access included
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Becoming a BayeZian Bundle — Intro to Stan and Advanced Stan Programming Bundle

Becoming a BayeZian Bundle

Includes 2 Courses

  • Intro to Stan Modeling
  • Advanced Stan Programming
Cloud VM access included
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All Courses

Individual Courses

Start wherever fits your skill level. Each course includes hands-on projects with real sports data and cloud VM access.

BreeZing through the Tidyverse — R programming course with NFL Draft analysis Beginner

BreeZing through the Tidyverse

Build fluency in R's most powerful data toolkit — the skill behind analyst roles at every major sports org and research lab.

PS
Dr. Paul Sabin
20 Modules NFL Draft Analysis
$349 Cloud VMs
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FoundationZ of Data Science — Python fundamentals for data science Beginner

FoundationZ of Data Science

Go from zero to job-ready Python. Master pandas, visualization, and modeling basics that hiring managers expect on day one.

EC
Evan Callaghan
Python Fundamentals
$349 Cloud VMs
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Biomechanics Tools and TechnologieZ — motion capture and analysis Beginner

Biomechanics Tools and TechnologieZ

Learn motion capture analysis, force plate data, and 3D modeling — the tech stack behind injury prevention and performance science.

S3
S3D Sidekick Team
Motion Capture & Analysis
$349 Cloud VMs
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Becoming a BayeZian I — Intro to Stan Modeling with soccer xG project Intermediate

Becoming a BayeZian I: Intro to Stan

Master the probabilistic programming language powering cutting-edge research in sports analytics, pharma, and finance.

SS
Dr. Scott Spencer
20 Modules Soccer xG Project
Prereq: BreeZing through the Tidyverse
$1,449 Cloud VMs
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Becoming a BayeZian II — Advanced Stan Programming Advanced

Becoming a BayeZian II: Advanced Stan

Hierarchical models, custom distributions, and advanced diagnostics — the deep Stan expertise that sets senior analysts apart.

SS
Dr. Scott Spencer
Advanced Stan
Prereq: Becoming a BayeZian I
$1,449 Cloud VMs
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Python MachineZ — Machine Learning in Sports with Python Intermediate

Python MachineZ: ML in Sports

Implement real ML pipelines — classification, regression, clustering, and evaluation — using the same workflows teams hire for.

PM
Pat McFarlane
ML Algorithms
Prereq: FoundationZ of Data Science
$1,149 Cloud VMs
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ProductioniZing Shiny Applications — production deployment Intermediate

ProductioniZing Shiny Applications

Build and deploy production-grade data apps. The bridge between "I can analyze data" and "I ship data products."

VE
Veerle Eeftink-van Leemput
Production Deployment
Prereq: BreeZing through the Tidyverse
$1,149 Cloud VMs
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Outstanding UIs with Shiny — CustomiZing Widgets Advanced

Outstanding UIs: CustomiZing Widgets

Create custom interactive components that make dashboards feel like polished software — not generic cookie-cutter templates.

VE
Veerle Eeftink-van Leemput
Custom UI Components
Prereqs: BreeZing + ProductioniZing
$1,149 Cloud VMs
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Outstanding UIs with Shiny — Mobile StructureZ Advanced

Outstanding UIs: Mobile StructureZ

Design mobile-first Shiny apps with touch-optimized layouts — a rare skill that puts your work in coaches' and athletes' hands.

VE
Veerle Eeftink-van Leemput
Mobile-First Design
Prereqs: BreeZing + ProductioniZing
$1,149 Cloud VMs
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Recommended Paths

Learning Tracks

Not sure where to start? Follow these recommended progressions based on your goals.

R & Bayesian Track

Statistical Modeling
BreeZing through Tidyverse → BayeZian I: Intro to Stan → BayeZian II: Advanced Stan

Python & ML Track

Machine Learning
FoundationZ of Data Science → Python MachineZ: ML in Sports

Shiny App Development Track

Data Applications
BreeZing through Tidyverse → ProductioniZing Shiny → CustomiZing Widgets → Mobile StructureZ

AI & LLM Track

Coming 2026
SynergiZing ML & LLMs in R → Rapid App Prototyping with Claude

Presale — Coming 2026

New Courses

Two brand-new courses launching this year. Get on the list now for early access and launch pricing.

SynergiZing ML and LLMs in R — presale course Presale
Posit / Positron Partnership

SynergiZing ML and LLMs in R

Ship production-grade R workflows that blend tidymodels with modern LLMs — from tool-calling and RAG to Shiny deployment and evaluation.

NC
Dr. Nic Crane
CS
Dr. Christoph Scheuch
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Rapid App Prototyping with Claude — presale course Presale

Rapid App Prototyping with Claude

Source documents to production-grade interactive applications. D3.js, Bayesian inference, physics-constrained modeling. The self-paced version of our sold-out workshop.

MC
Dr. Michael Czahor
Join the Waitlist

Ready to Start Learning?

Pick a course that fits your goals. Cloud VMs included with every purchase. Members save 20%.

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