Individuals
Learn employer-valued Python, R/Stan, ML & Shiny—taught through sports so it clicks. Ship portfolio projects.
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Portfolio
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Black Friday
All courses & bundles 50% off
Ends Nov 30, 11:59pm ET
Cloud Labs included on every course
Project-based training employers hire from
Trusted by teams & universities
Black Friday
All courses & bundles 50% off
Ends Nov 30, 11:59pm ET
Cloud Labs included on every course
Project-based training employers hire from
Trusted by teams & universities
Level Up Your Data
Science with 1-Click
Cloud Labs
Learn Python, R/Stan, Machine Learning, and Shiny on real sports data — applied, project-based training that builds the portfolio employers hire from.
--days
--hours
--mins
--secs
1,000+ learners •
200+ industry reviewers •
Trusted by teams & universities
Cloud Labs Included
What you’ll ship in the first 30 days
Resume-ready projects with real sports data · Cloud labs included · Guidance baked in
projects
3+reviewables
Complete, reviewable portfolio builds (code + write-ups).
cloud lab
1-clickenvironment
Zero setup. Jump straight to modeling & shipping.
hrs/wk
~10realistic
A cadence that works for busy students & pros.
portfolio
Hire-meoutcomes
Show outcomes employers actually screen for.
Real datasets from pro sports pipelines—no toy examples.
Cloud labs mirror production stacks for frictionless learning.
Clear documentation structure for portfolio-ready repos.
Who Is AthlyticZ For?
Top-tier curriculum • Real sports data • Cloud labs included
Teams & Universities
Cohort training with turnkey cloud labs. License the curriculum or add a Pro Member for guided office hours.
Cohort-Based
Licensing
Pro Member
Book a Demo
Tutoring Centers
License modern data curricula + cloud labs to deliver engaging, industry-relevant training with zero setup.
Curriculum License
Cloud Labs
Instructor Support
Get Licensing Info
Cloud labs included
Cloud Lab Demo
Build in 1-Click Cloud Labs
Spin up the same GCP environment as the instructor, inside the LMS. Code together, test, and deploy apps & models to the cloud without local setup.
Google Cloud VMs
Same environment as instructor
Deploy from LMS
Python · R/Stan · Shiny
Black Friday 50% OFF all courses & bundles — Ends Nov 30, 11:59pm ET
Claim athlyticz.com/black-friday
Cloud Labs included on every course
Teams turnkey licensing + Pro Member office hours
Explore Our Data Science Courses
Includes Cloud Lab
Python & Machine Learning
Cloud Lab
Portfolio Projects
FoundationZ, Python MachineZ, model evaluation, feature engineering.
Includes Cloud Lab
R & Stan (Bayesian Modeling)
Cloud Lab
Posterior Workflow
Becoming a BayeZian I & II—GLMs, survival, hierarchical models.
Includes Cloud Lab
Shiny Application Development
Cloud Lab
Deploy to Prod
ProductioniZing Shiny, CustomiZing Widgets, Mobile StructureZ.
What You’ll Be Able to Do — End-to-End
Graduate with employer-ready skills: production apps, reproducible ML pipelines, Bayesian modeling, testing, deployment, and operations.
Ship production Shiny apps
Auth, role-based access, testing, CI, and containerized deploys to Posit Connect / Shiny Server / cloud.
Fit & interpret Bayesian models
Stan/PyMC workflow: priors, HMC diagnostics, posterior predictive checks, uncertainty communication.
Build robust ML pipelines
Feature engineering → evaluation (scikit-learn/tidymodels) with metrics, cross-validation, and reproducible seeds.
Operationalize models (MLOps)
Versioning, model registry, reproducible builds, monitoring, and scheduled retraining with cloud runners.
Deliver credible data products
Clear visuals, uncertainty bands, and narrative structure tuned for coaches, execs, and stakeholders.
Work fast in cloud labs
One-click VMs with datasets, unit tests, and autograding — everything pre-installed and ready to ship.
AthlyticZ · Focus Groups
Hire Your Data Science Coach
Portfolio-Powered
Hire Your Data Science Coach
Today.
Learn in courses. Ship monthly. Get reviewed in Slack • Notion • GitHub.
Black Friday 50% OFF all courses & bundles — Ends Nov 30, 11:59 PM ET
Claim athlyticz.com/black-friday
Cloud Labs included on every course
Teams turnkey licensing + Pro Member office hours
Learn from Practitioners
Hands-on instructors from pro teams, top universities, and modern data orgs.
MC
SB
SG
VE
SS
PM
DG
PS
NC
CS
SI
AR
AthlyticZ · AI Initiative
AthlyticZ kicks off new AI Initiative
with Flagship LLM & ML training and a Monthly, hands-on AI Project Series that turns skills into production-ready wins.
What learners and partners say
SD
Sam Denomme
Sports Analytics Professional
“Python MachineZ is one of the most well-structured and thoughtfully delivered introductions to applied ML in sports that I’ve come across.”
MH
Mitch Henderson, PhD
Senior Data Scientist, NSW Health Pathology
“AthlyticZ teaches relevant, practical skills directly applicable to real-world sports problems—carefully curated and taught by true experts.”
BG
Bill Geivett, M.Ed.
President @ IMA TEAM • Former MLB Exec
“The course structure is intuitive, the content comprehensive, instructors top-tier, and projects have immediate impact.”
BS
Brad Smith, PhD
Senior Performance Analyst @ Nebraska
“Hands-on projects connect theory to real-world sports analytics.”
BB
Brian Burke
Sports Data Scientist, ESPN
“Paul is a master data scientist and R programmer. His instruction was essential to my most recent major project.”
EL
Erik Larsson
Former Analyst, Green Bay Packers
“Dr. Sabin’s sports analytics course at Virginia Tech was instrumental in landing my first job.”
SN
Scott Nestler, PhD
Professor, University of Florida
“Paul explains complex Bayesian concepts clearly—these courses are invaluable.”
EB
Erika Borelli
Data Scientist
“I’m already applying ProductioniZing Shiny. Fantastic teaching from Veerle!”
KE
Kyle Evans
Professional Baseball Solutions @ Teamworks
“Re-learned modern coding with baseball-relevant examples at my own pace. Highly recommended.”
Black Friday 50% OFF all courses & bundles — Ends Nov 30, 11:59 PM ET
Claim athlyticz.com/black-friday
Cloud Labs included on every course
Teams turnkey licensing + Pro Member office hours