High school student / 01
Stand out for college
Build a portfolio that makes your college application undeniable, with real projects and real tools.
Explore Courses →Founding rates are open · New live sessions every week: Masterclass $199/mo or Membership $2,999/yr
Founding cohort · Live programming underway
Learn the data science and AI skills employers actually want.
Live, hands-on, taught by the people building the field. Whether you're breaking in or leveling up, AthlyticZ meets you where you are and takes you to your next step.
Academic-quality lectures
End-to-end projects
Employer-ready workflows
Founding rate locks 12 months · 250 seats · enterprise tools included
LIVE INSTRUCTION PREVIEW
Wherever you are
Here's your next step.
One ladder, four starting points. Find where you are now, and the fastest path to what comes next.
College student / 02
Land the first job
Get hired into your first data or analytics role with the skills and proof employers screen for.
Start with the Masterclass →Early-career analyst / 03
Get promoted
Build the senior-level skills that move you up, taught live by people who do the work.
Start with the Masterclass →Senior or switching in / 04
Stay ahead
Master the AI-era workflows the field now runs on, with the full catalog and every live session.
Explore Membership →Get started free
See a real lesson, and the full lineup.
Ready now? Join the Masterclass — $199/mo →
Happening Now · Live weekly
Start with the Masterclass
Why start here
The skills employers screen for — taught live by the people who use them.
- Built for getting hired. Every session is a real workflow on real data — the applied, current skills teams actually test for, not a slide deck.
- We built the platform ourselves. You work inside our own data-science LMS and a provisioned, Posit-backed cloud workspace — the same professional tooling used on the job, set up for you.
- Taught by working practitioners. Pro front-office analysts, open-source maintainers, and university faculty rotate in live every single week.
Masterclass · Founding Cohort · Live weekly
Live data science, every week
$199/moFounding rate
$199/mo founding rate, locked 12 months. $279 after.
Reserve your founding seatLive · Founding cohort · New sessions weekly
The July masterclass lineup
Live sessions with the people who build the tools you use. Every one is included with your seat.
2Jul
Build a Live Scoreboard
Michael S. Czahor, PhD
3Jul
Kick Off with Shiny for Python
Veerle Eeftink - van Leemput
13Jul
A Beginner's Guide to Bayesian Modeling with PyMC
Chris Fonnesbeck, PhD
15Jul
Stop Making Boring Charts: Interactive Data Viz in R
Charlotte Hadley
17Jul
Learning Exploratory Data Analysis with AI in R
Amrit Vignesh
20Jul
APIs All Along: Analysis, Architecture, Automation
Deepansh Khurana
21Jul
Resampling Methods: Bootstrap and Permutation Tests
Greg Matthews, PhD
22Jul
Choosing and Evaluating LLM Models
Nic Crane, PhD
24Jul
Typst for Data Science
Dr. Albert Rapp
28Jul
From Scripts to Package: Building Reusable Python Code
Joseph Barbier
30Jul
From Script to Screen: Deploying Python Sports Apps with Streamlit
Saiprasad Kagne
3Aug
APIs All Along: Analysis, Architecture, Automation
Deepansh Khurana
4Aug
Hot Hand, Variance, and When to Believe a Pattern
Maddy Brown
5Aug
Scrape, Clean, Score: Building Your Own Sports Database
Saiprasad Kagne
7Aug
Scrape, Clean, Score: Building Your Own Sports Database
Saiprasad Kagne
10Aug
APIs All Along: Analysis, Architecture, Automation
Deepansh Khurana
12Aug
Markov Chain Monte Carlo (MCMC) (working title)
Chris Fonnesbeck, PhD
13Aug
Natural Language Data Queries with querychat
Nic Crane, PhD
17Aug
APIs All Along: Analysis, Architecture, Automation
Deepansh Khurana
18Aug
Regularized Regression: Ridge, Lasso, and Elastic Net
Greg Matthews, PhD
19Aug
Tables in R: They Don't Have to Be Square
Charlotte Hadley
24Aug
APIs All Along: Analysis, Architecture, Automation
Deepansh Khurana
25Aug
Large Language Models in R
Nic Crane, PhD
26Aug
Large Language Models in R
Nic Crane, PhD
27Aug
Pandas is Too Slow: Wrangling Massive Tracking Data with Polars
Saiprasad Kagne
28Aug
Data Cleaning & Wrangling with Tidyverse in R
Amrit Vignesh
31Aug
Data Science with Maddy
Maddy Brown
4Sep
From Zero to Enterprise Deployment to SaaS
Stefan Linner
7Sep
From Scripts to Package: Building Reusable Python Code
Joseph Barbier
8Sep
From Scripts to Package: Building Reusable Python Code
Joseph Barbier
9Sep
From Unstructured Text to Tidy Data
Nic Crane, PhD
10Sep
From Scripts to Package: Building Reusable Python Code
Joseph Barbier
11Sep
From Zero to Enterprise Deployment to SaaS
Stefan Linner
14Sep
Data Science with Maddy
Maddy Brown
15Sep
Networks and Graphs in R: Not Just for Social Networks
Charlotte Hadley
16Sep
Introduction to Simple Linear Regression in R
Amrit Vignesh
18Sep
From Zero to Enterprise Deployment to SaaS
Stefan Linner
21Sep
Missing Data and Multiple Imputation (MICE)
Greg Matthews, PhD
22Sep
Report Every Match Programmatically with Quarto
Charlotte Hadley
23Sep
Automating Recurring Work with GitHub Actions
Jasmine Daly
24Sep
blockr: a visual, no-code framework for R
David Granjon, PhD
25Sep
From Zero to Enterprise Deployment to SaaS
Stefan Linner
28Sep
The Armchair Scout: Building a Player Similarity Engine App
Saiprasad Kagne
29Sep
Report Every Match Programmatically with Quarto
Charlotte Hadley
30Sep
Variational Inference (working title)
Chris Fonnesbeck, PhD
1Oct
blockr: a visual, no-code framework for R
David Granjon, PhD
2Oct
Data Science with Maddy
Maddy Brown
6Oct
Accessibility and Digital Inclusion in Quarto
Charlotte Hadley
7Oct
Rating and Ranking Systems in Practice
Maddy Brown
8Oct
Pitch Perfect Python: Crafting Elite Sports Visualizations
Saiprasad Kagne
12Oct
Hierarchical Modeling (working title)
Chris Fonnesbeck, PhD
13Oct
Pitch Perfect Python: Crafting Elite Sports Visualizations
Saiprasad Kagne
14Oct
Rating and Ranking Systems in Practice
Maddy Brown
15Oct
Let them talk: Building a Chat-with-your-Stats App using Gradio
Saiprasad Kagne
21Oct
Rating and Ranking Systems in Practice
Maddy Brown
28Oct
Rating and Ranking Systems in Practice
Maddy Brown
3Nov
Bayesian Regression Modeling (working title)
Chris Fonnesbeck, PhD
3Dec
blockr: a visual, no-code framework for R
David Granjon, PhD
10Dec
blockr: a visual, no-code framework for R
David Granjon, PhD
See the full schedule & reserve — $199/mo
10 live slots a month · founding rate locked 12 months · 30-day replays
×
Official Technology Partner. Posit Workbench is included on every Masterclass and Membership seat — Positron IDE, AI coding assistant, and enterprise cloud compute. The same tools Fortune 500 data teams use.
Choose Your Path
Two ways to start. Membership includes everything in Masterclass, plus the full course catalog and 20% off every workshop.
Start Here
Masterclass
The live program. Monthly.
$199/mo
Founding rate · locks 12 months
- 10+ live masterclasses every month
- Moderated Q&A in every session
- 30-day replay window
- Posit Workbench (active while subscribed)
- 20% off all workshops
Membership
Masterclass + the full catalog, annual.
$2,999/yr
Founding rate · locks 2 years
Everything in Masterclass, plus:
- 1,000+ async lessons
- 10+ full courses
- Full year of Posit Workbench
- All future course updates included
More Ways to Learn
Intensive
Workshops
Deep-dive workshops — 2-day sprints to month-long immersions. Sold separately. Masterclass and Membership members get 20% off.
Browse Workshops →Self-Paced
Courses
Comprehensive, project-based async training. Buy individually, or get the full catalog included with Membership.
Browse Courses →Powered by Posit
The Enterprise Data Science IDE
Every Masterclass and Membership seat includes cloud VMs powered by Posit. The same tools Fortune 500 data teams use.
AI-Powered
Positron Assistant
AI coding assistant built for data science. Context-aware of your data, plots, and console history.
Interactive
Data Explorer
Explore and manipulate large datasets with intuitive, fast, and interactive data frames.
Publishing
Quarto & Jupyter
Create dynamic reports and presentations. Communicate insights to any stakeholder.
Ship to Prod
Build Data Apps
Develop and preview Shiny apps directly from Positron. Deploy to production.
Debugging
Variables Pane
Inspect variables, objects, and environments for robust debugging and understanding.
Enterprise
Posit Workbench
Scale beyond your laptop. Enterprise-grade compute, security, and centralized management.
Live monthly, or all-access annual. Both open now.
Founding rate available now · New live sessions every week.
From Our Workshops
Projects You'll Build
Every project below was built live in our workshops, using the same tools and workflows you'll use as a member.
MLB Scout LLM
Interactive scouting language model with data-driven player evaluations.
Ice Vision: Hockey Fatigue Tracker
Big Data Cup data with interactive D3 game tracker and real-time fatigue monitoring.
Diamond Shift: Defensive Analytics
OAA data, shift cards, and an agentic LLM evaluating defensive alignments.
Who Is AthlyticZ For?
Enterprise-grade tools. Real data. Cloud VMs included.
Individuals
Build employer-ready skills using enterprise tools. Ship real, production-grade projects. Walk into interviews with a portfolio that proves you can do the work.
Get Founding MembershipTeams & Universities
Cohort training with turnkey cloud VMs and curriculum licensing. No setup, no IT headaches. Students log in and code.
Learn MoreSports Organizations
Upskill analysts, interns, and student managers with real analytics workflows used by MLB, NBA, and NFL front offices.
Learn MoreTutoring Centers
License modern data science curricula and cloud VMs for your students. Same tools and workflows as industry.
Get InfoAnalytics Clubs
Give your club real data science skills. Members complete portfolio-ready projects with enterprise tools.
Club PricingCorporate Training
Reduce onboarding time and upskill data teams. From Python fundamentals to advanced Bayesian modeling.
Build a PlanLearn from Practitioners
Instructors from pro teams, top universities, and modern data orgs.
Chris Fonnesbeck, PhD
Former MLB R&D
Jasmine Daly
Principal Consultant & Founder
Daly Analytics
Stefan Linner
Shiny Developer
DevOps Engineer
Arkadi Avanesyan
Longs Peak Advisory
Coursera Educator
Deepansh Khurana
APIs & Data Pipelines
Open Source
Joseph Barbier
Open Source Contributor
Python / R / Viz
Saiprasad Kagne
Cricket Analytics
BallTrack
23 instructors.. More joining through 2026.
What Learners Say
AthlyticZ teaches relevant, practical skills directly applicable to real-world sports problems. Carefully curated and taught by true experts.
Mitch Henderson, PhD
Senior Data Scientist, NSW Health Pathology
The course structure is intuitive, the content comprehensive, instructors top-tier, and projects have immediate impact.
Bill Geivett, M.Ed.
President @ IMA TEAM. Former MLB Exec
Re-learned modern coding with baseball-relevant examples at my own pace. Highly recommended.
Kyle Evans
Professional Baseball Solutions @ Teamworks
Start Learning Free
Free Data Science Resources
Explore free webinars, guides, and course previews.
Free Webinars
Watch sessions on Shiny, Bayesian modeling, Python ML, and AI-powered app prototyping.
Watch Replays →Guides & Cheat Sheets
Download practical guides on R vs Python, sports analytics projects, and the data science toolkit.
Download Free →Course Previews
Try the first modules of popular courses. Python Foundations, Tidyverse, and more.
Start a Preview →Newsletter
Weekly insights on data science, sports analytics, and new course launches.
Subscribe Free →Founding rates are open.
Your next session is this week.
Two ways in: live monthly at $199/mo, or all-access annual at $2,999/yr. Both founding rates locked — 12 months on Masterclass, 2 years on Membership.
New live sessions every week. 250 founding seats · enterprise tools · live + async.