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Self-Paced Data Science Courses | Python, R, Bayesian, Shiny | AthlyticZ
Self-Paced Learning

Project-Based Data Science Courses

Comprehensive courses taught by industry practitioners. Real sports data. Employer-ready projects. Cloud labs included. Learn at your own pace.

Cloud Labs Included
Real Sports Data
Portfolio Projects

Save with Bundles

Multi-Course Bundles

Master a complete skill track and save. Each bundle combines courses into a cohesive learning path.

Python MachineZ Bundle Bundle

Python MachineZ Bundle

Includes 2 Courses

  • FoundationZ of Data Science
  • Python Machine Learning in Sports
Shiny ApplicationZ Bundle Bundle

Shiny ApplicationZ Bundle

Includes 3 Courses

  • ProductioniZing Shiny Applications
  • CustomiZing Shiny Widgets
  • Shiny Mobile StructureZ
Becoming a BayeZian Bundle Bundle

Becoming a BayeZian Bundle

Includes 2 Courses

  • Intro to Stan Modeling
  • Advanced Stan Programming

All Courses

Individual Courses

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

BreeZing through the Tidyverse Beginner

BreeZing through the Tidyverse

PS
Dr. Paul Sabin
20 Modules NFL Draft Analysis
FoundationZ of Data Science Beginner

FoundationZ of Data Science

EC
Evan Callaghan
Python Fundamentals
Biomechanics Tools and TechnologieZ Beginner

Biomechanics Tools and TechnologieZ

S3
S3D Sidekick Team
Motion Capture & Analysis
Becoming a BayeZian I Intermediate

Becoming a BayeZian I: Intro to Stan Modeling

SS
Dr. Scott Spencer
20 Modules Soccer xG Project
Prerequisite: BreeZing through the Tidyverse
Becoming a BayeZian II Advanced

Becoming a BayeZian II: Advanced Stan Programming

SS
Dr. Scott Spencer
Advanced Stan
Prerequisite: Becoming a BayeZian I
Python MachineZ Intermediate

Python MachineZ: Machine Learning in Sports

PM
Pat McFarlane
ML Algorithms
Prerequisite: FoundationZ of Data Science
ProductioniZing Shiny Applications Intermediate

ProductioniZing Shiny Applications

VE
Veerle Eeftink-van Leemput
Production Deployment
Prerequisite: BreeZing through the Tidyverse
CustomiZing Shiny Widgets Advanced

Outstanding UIs with Shiny: CustomiZing Widgets

VE
Veerle Eeftink-van Leemput
Custom UI Components
Prerequisites: BreeZing + ProductioniZing
Shiny Mobile StructureZ Advanced

Outstanding UIs with Shiny: Mobile StructureZ

VE
Veerle Eeftink-van Leemput
Mobile-First Design
Prerequisites: BreeZing + ProductioniZing

Recommended Paths

Learning Tracks

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

R & Bayesian Track

Statistical Modeling

Python & ML Track

Machine Learning

Shiny App Development Track

Data Applications
Posit / Positron Partnership
SynergiZing ML and LLMs in R Coming 2026

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. Join the waitlist for early access and launch updates.

Join the Waitlist

Ready to Start Learning?

Pick a course that fits your skill level and goals. Cloud labs included with every course.