Athlyticz
@athlyticz.bsky.social
https://athlyticz.com
📊 What We Offer:
Dive deep into data science and programming concepts, uniquely taught through captivating sports analytics examples, applicable to all industries such as engineering, finance, sports, medicine, and more!
📊 What We Offer:
Dive deep into data science and programming concepts, uniquely taught through captivating sports analytics examples, applicable to all industries such as engineering, finance, sports, medicine, and more!
Most people use AI to write code. Boris Cherny uses it to build a system that writes code for him.
The creator of Claude Code just shared his "Compounding Engineering" setup: x.com/bcherny/stat...
The creator of Claude Code just shared his "Compounding Engineering" setup: x.com/bcherny/stat...
February 4, 2026 at 5:23 PM
Most people use AI to write code. Boris Cherny uses it to build a system that writes code for him.
The creator of Claude Code just shared his "Compounding Engineering" setup: x.com/bcherny/stat...
The creator of Claude Code just shared his "Compounding Engineering" setup: x.com/bcherny/stat...
Your research team doesn’t just produce data. It produces knowledge.
But where does that go when a researcher moves on?
Most teams rely on "Internal Folklore": the stuff that only exists in Slack or one person’s head.
The best research teams treat documentation (Notion) as their "Team Memory."
But where does that go when a researcher moves on?
Most teams rely on "Internal Folklore": the stuff that only exists in Slack or one person’s head.
The best research teams treat documentation (Notion) as their "Team Memory."
January 31, 2026 at 1:39 PM
Your research team doesn’t just produce data. It produces knowledge.
But where does that go when a researcher moves on?
Most teams rely on "Internal Folklore": the stuff that only exists in Slack or one person’s head.
The best research teams treat documentation (Notion) as their "Team Memory."
But where does that go when a researcher moves on?
Most teams rely on "Internal Folklore": the stuff that only exists in Slack or one person’s head.
The best research teams treat documentation (Notion) as their "Team Memory."
How do you rank 51 F1 drivers when not everyone finishes every race?
Crashes happen. Engines fail. Some races have 22 finishers, others have 11. The data is incomplete and messy.
Traditional methods choke on this. Elo needs head-to-head pairs. Average finish position ignores who you raced against.
Crashes happen. Engines fail. Some races have 22 finishers, others have 11. The data is incomplete and messy.
Traditional methods choke on this. Elo needs head-to-head pairs. Average finish position ignores who you raced against.
Ranking the Unrankable: How F1 Teams Actually Compare
A Bayesian approach to the messiest data problem in motorsport
athlyticz.substack.com
January 30, 2026 at 3:24 PM
How do you rank 51 F1 drivers when not everyone finishes every race?
Crashes happen. Engines fail. Some races have 22 finishers, others have 11. The data is incomplete and messy.
Traditional methods choke on this. Elo needs head-to-head pairs. Average finish position ignores who you raced against.
Crashes happen. Engines fail. Some races have 22 finishers, others have 11. The data is incomplete and messy.
Traditional methods choke on this. Elo needs head-to-head pairs. Average finish position ignores who you raced against.
320 free workshop spots in February.
We'll build production D3 visualizations from scratch using Claude, you watch, then carry forward your own projects.
This NFL field viz took 15 minutes. 700 lines. Spec-accurate.
Students trying to break into sports analytics: this one's for you.
We'll build production D3 visualizations from scratch using Claude, you watch, then carry forward your own projects.
This NFL field viz took 15 minutes. 700 lines. Spec-accurate.
Students trying to break into sports analytics: this one's for you.
From PDF to Production: Building Broadcast-Quality NFL Visualizations with Claude
Advanced PDF Extraction Prompting
athlyticz.substack.com
January 29, 2026 at 4:30 PM
320 free workshop spots in February.
We'll build production D3 visualizations from scratch using Claude, you watch, then carry forward your own projects.
This NFL field viz took 15 minutes. 700 lines. Spec-accurate.
Students trying to break into sports analytics: this one's for you.
We'll build production D3 visualizations from scratch using Claude, you watch, then carry forward your own projects.
This NFL field viz took 15 minutes. 700 lines. Spec-accurate.
Students trying to break into sports analytics: this one's for you.
Here is a guide for rapid text extraction from structural engineering blueprints of the Taipei 101 building, resulting in an interactive Shiny App of Alex Honnold's ascent. How we prompt in the thread below! #rshiny #rstats #dataviz
The Art of Rapid App Prototyping
How we turned structural engineering PDFs into an interactive climb tracker for Alex Honnold's historic Taipei 101 free solo
athlyticz.substack.com
January 28, 2026 at 2:04 PM
Scoreboards lie. Probability doesn't.
Absolute scores are noisy. We use Bradley-Terry, Elo, and TrueSkill to find the true signal through relative performance. 📈
Stay tuned: Plackett-Luce with Stan hands-on example coming this week.
#rstats #python #sportsanalytics #dataviz
Absolute scores are noisy. We use Bradley-Terry, Elo, and TrueSkill to find the true signal through relative performance. 📈
Stay tuned: Plackett-Luce with Stan hands-on example coming this week.
#rstats #python #sportsanalytics #dataviz
January 28, 2026 at 1:58 PM
Scoreboards lie. Probability doesn't.
Absolute scores are noisy. We use Bradley-Terry, Elo, and TrueSkill to find the true signal through relative performance. 📈
Stay tuned: Plackett-Luce with Stan hands-on example coming this week.
#rstats #python #sportsanalytics #dataviz
Absolute scores are noisy. We use Bradley-Terry, Elo, and TrueSkill to find the true signal through relative performance. 📈
Stay tuned: Plackett-Luce with Stan hands-on example coming this week.
#rstats #python #sportsanalytics #dataviz
Data Viz concept for Alex Honnold's ascent up Taipei 101.
Structural engineering data scraped from this paper: global.ctbuh.org/resources/pa...
#rstats #rshiny #data #datascience #data
Structural engineering data scraped from this paper: global.ctbuh.org/resources/pa...
#rstats #rshiny #data #datascience #data
January 26, 2026 at 6:55 PM
Data Viz concept for Alex Honnold's ascent up Taipei 101.
Structural engineering data scraped from this paper: global.ctbuh.org/resources/pa...
#rstats #rshiny #data #datascience #data
Structural engineering data scraped from this paper: global.ctbuh.org/resources/pa...
#rstats #rshiny #data #datascience #data
For anyone interested in prototyping a Shiny App for Alex Honnold's climb up Taipei 101, here's a demo I made for some students earlier today.
I think the key point here is to make it fun/interactive.
Below is where we pulled some, not all, of the structural engineering info on the building.
I think the key point here is to make it fun/interactive.
Below is where we pulled some, not all, of the structural engineering info on the building.
January 26, 2026 at 5:40 PM
For anyone interested in prototyping a Shiny App for Alex Honnold's climb up Taipei 101, here's a demo I made for some students earlier today.
I think the key point here is to make it fun/interactive.
Below is where we pulled some, not all, of the structural engineering info on the building.
I think the key point here is to make it fun/interactive.
Below is where we pulled some, not all, of the structural engineering info on the building.
Sport Science has evolved: Hippocrates ➡️ Real Madrid
The UAE Sports Vision 2031 is going all-in on data, but raw data is just noise. The real skill? 'Translating signals.'
Master the modeling in our live virtual environments.
Full story: sharjah24.ae/en/Articles/...
Build with us: athlyticz.com
The UAE Sports Vision 2031 is going all-in on data, but raw data is just noise. The real skill? 'Translating signals.'
Master the modeling in our live virtual environments.
Full story: sharjah24.ae/en/Articles/...
Build with us: athlyticz.com
Sports science driving better health and performance in the UAE
Sport science is a multidisciplinary field that studies human movement, performance, and health by combining areas such as physiology, psychology, biomechanics, data science, and technology. It ...
sharjah24.ae
January 26, 2026 at 4:30 PM
Sport Science has evolved: Hippocrates ➡️ Real Madrid
The UAE Sports Vision 2031 is going all-in on data, but raw data is just noise. The real skill? 'Translating signals.'
Master the modeling in our live virtual environments.
Full story: sharjah24.ae/en/Articles/...
Build with us: athlyticz.com
The UAE Sports Vision 2031 is going all-in on data, but raw data is just noise. The real skill? 'Translating signals.'
Master the modeling in our live virtual environments.
Full story: sharjah24.ae/en/Articles/...
Build with us: athlyticz.com
K-12 education set to reach $5T by 2031. AI/data tools are already saving teachers ~6 hours/week: a full day reclaimed for student learning. Athlyticz is building the infrastructure to keep this momentum going. More: www.globenewswire.com/news-release...
January 24, 2026 at 4:34 PM
K-12 education set to reach $5T by 2031. AI/data tools are already saving teachers ~6 hours/week: a full day reclaimed for student learning. Athlyticz is building the infrastructure to keep this momentum going. More: www.globenewswire.com/news-release...
Today is one of those full-circle moments.
I took this photo last night in the Iowa State Statistics building, Snedecor Hall.
A few feet in front of me is where I defended my PhD thesis.
Directly to my right is the room where I took my first graduate R course in 2013 (early days of RStudio).
I took this photo last night in the Iowa State Statistics building, Snedecor Hall.
A few feet in front of me is where I defended my PhD thesis.
Directly to my right is the room where I took my first graduate R course in 2013 (early days of RStudio).
November 26, 2025 at 9:13 PM
Today is one of those full-circle moments.
I took this photo last night in the Iowa State Statistics building, Snedecor Hall.
A few feet in front of me is where I defended my PhD thesis.
Directly to my right is the room where I took my first graduate R course in 2013 (early days of RStudio).
I took this photo last night in the Iowa State Statistics building, Snedecor Hall.
A few feet in front of me is where I defended my PhD thesis.
Directly to my right is the room where I took my first graduate R course in 2013 (early days of RStudio).
Friday night lights, big-data style! www.huntingdondailynews.com/sponsored/sm...
Small-town football, big-data strategies: How Huntingdon coaches are quietly adopting analytics used in NCAA programs
Small-town football carries a unique energy that you feel every Friday night in Huntingdon. The Huntingdon Area Senior High School Bearcats compete in PIAA District 6, Class 3A, with the
www.huntingdondailynews.com
November 15, 2025 at 1:35 PM
Friday night lights, big-data style! www.huntingdondailynews.com/sponsored/sm...
Our featured flagship bundles are 50% off through Black Friday, this includes access to Google Cloud powered VMs, lifetime access to courses, and more.
athlyticz.com
athlyticz.com
AthlyticZ | 50% Off Black Friday
Explore AthlyticZ Black Friday Deals, join our expert instructors to learn state-of-the-art data science skills, using sports data to keep each module engaging,…
vimeo.com
November 13, 2025 at 6:43 PM
Our featured flagship bundles are 50% off through Black Friday, this includes access to Google Cloud powered VMs, lifetime access to courses, and more.
athlyticz.com
athlyticz.com
🚀 Hands-on IDE with Positron @posit.co . Instant Copilot support. Analyze real Olympic data with zero config: just open, code, and discover insights! Perfect for data science educators & students pushing boundaries. Would you use this in your classroom?👇 #RStats #Python #DataScience
November 12, 2025 at 2:40 PM
🚀 Hands-on IDE with Positron @posit.co . Instant Copilot support. Analyze real Olympic data with zero config: just open, code, and discover insights! Perfect for data science educators & students pushing boundaries. Would you use this in your classroom?👇 #RStats #Python #DataScience
Want a career in soccer analytics? Master player tracking data : a top skill for analysts, scouts, & coaches. Get hands-on experience with real matches using public Metrica Sports Data github.com/metrica-spor... #rstats #python #sports
GitHub - metrica-sports/sample-data: Metrica Sports sample tracking and event data
Metrica Sports sample tracking and event data. Contribute to metrica-sports/sample-data development by creating an account on GitHub.
github.com
November 9, 2025 at 4:25 PM
Want a career in soccer analytics? Master player tracking data : a top skill for analysts, scouts, & coaches. Get hands-on experience with real matches using public Metrica Sports Data github.com/metrica-spor... #rstats #python #sports
Black Friday is officially live on our site! #datascience #rstats #python #dataanalytics #data
athlyticz.com/black-friday
athlyticz.com/black-friday
Black Friday — 50% Off Courses & Bundles | AthlyticZ
Our biggest deal of the year. Save 50% on Athlyticz flagship courses and bundles. Limited-time offer—grab your code and lock in lifetime access today.
athlyticz.com
November 7, 2025 at 6:26 PM
Black Friday is officially live on our site! #datascience #rstats #python #dataanalytics #data
athlyticz.com/black-friday
athlyticz.com/black-friday
Day 2 of our Hierarchical Modeling Workshop with Alexandre Andorra @learnbayesstats.bsky.social - using our new hybrid teaching setup, featuring our LMS, live discussion groups, and more. #pymc #bayesian #data #datascience #sportsanalytics
November 6, 2025 at 8:46 PM
Day 2 of our Hierarchical Modeling Workshop with Alexandre Andorra @learnbayesstats.bsky.social - using our new hybrid teaching setup, featuring our LMS, live discussion groups, and more. #pymc #bayesian #data #datascience #sportsanalytics
Build sports models LIVE with your squad! Athlyticz LMS lets teams tackle real data, collaborate instantly, and see results: all in one dashboard. Ready for hands-on sports analytics? Tag your team! #SportsAnalytics #Teamwork #EdTech #HandsOnLearning #data #datascience
November 6, 2025 at 1:49 PM
Build sports models LIVE with your squad! Athlyticz LMS lets teams tackle real data, collaborate instantly, and see results: all in one dashboard. Ready for hands-on sports analytics? Tag your team! #SportsAnalytics #Teamwork #EdTech #HandsOnLearning #data #datascience
Day 1 or of our two-day Hierarchcial Modeling Workshop with Alexandre Andorra goes live in an hour 🙌 @learnbayesstats.bsky.social
November 5, 2025 at 5:51 PM
Day 1 or of our two-day Hierarchcial Modeling Workshop with Alexandre Andorra goes live in an hour 🙌 @learnbayesstats.bsky.social
It’s unreal watching NCAA coaches, Performance Science Specialists, La Liga pros, & European Handball Professionals, MLB + NFL + NHL + NBA analysts, etc. level up with machine learning, Bayesian modeling, #rshiny apps, and more on AthlyticZ. These are just some of the folks taking our courses. #data
November 4, 2025 at 1:32 PM
It’s unreal watching NCAA coaches, Performance Science Specialists, La Liga pros, & European Handball Professionals, MLB + NFL + NHL + NBA analysts, etc. level up with machine learning, Bayesian modeling, #rshiny apps, and more on AthlyticZ. These are just some of the folks taking our courses. #data
Ever wonder what it’s like crunching F1 race data at McLaren? AI + Dell fuel nonstop insights and thousands of tiny gains every lap. www.mclaren.com/racing/partn...
A day in the life of an F1 Data Scientist, with Jude Hunt – presented by Dell Technologies
Part II: With the assistance of Dell Technologies’ AI Factory, our analysts can interrogate more data than ever before
www.mclaren.com
October 31, 2025 at 11:59 AM
Ever wonder what it’s like crunching F1 race data at McLaren? AI + Dell fuel nonstop insights and thousands of tiny gains every lap. www.mclaren.com/racing/partn...
NFL Big Data Bowl 2026 is here!
Sharpen your data science skills with real NFL data and hands-on analytics. The entry deadline is just weeks away.
Join now: www.kaggle.com/c/nfl-big-da...
Tag a teammate! #nfl #data #python#rstats
Sharpen your data science skills with real NFL data and hands-on analytics. The entry deadline is just weeks away.
Join now: www.kaggle.com/c/nfl-big-da...
Tag a teammate! #nfl #data #python#rstats
NFL Big Data Bowl 2026 - Prediction
Predict player movement while the ball is in the air
www.kaggle.com
October 30, 2025 at 11:38 AM
NFL Big Data Bowl 2026 is here!
Sharpen your data science skills with real NFL data and hands-on analytics. The entry deadline is just weeks away.
Join now: www.kaggle.com/c/nfl-big-da...
Tag a teammate! #nfl #data #python#rstats
Sharpen your data science skills with real NFL data and hands-on analytics. The entry deadline is just weeks away.
Join now: www.kaggle.com/c/nfl-big-da...
Tag a teammate! #nfl #data #python#rstats
A lot of "you'll never see this again" stat lines being create by Shohei Ohtani.
Four (4) intentional walks AND 12 total bases in one game is one you will never see again.
WOW!
Data Credit - Statmuse
Four (4) intentional walks AND 12 total bases in one game is one you will never see again.
WOW!
Data Credit - Statmuse
October 28, 2025 at 5:47 PM
A lot of "you'll never see this again" stat lines being create by Shohei Ohtani.
Four (4) intentional walks AND 12 total bases in one game is one you will never see again.
WOW!
Data Credit - Statmuse
Four (4) intentional walks AND 12 total bases in one game is one you will never see again.
WOW!
Data Credit - Statmuse
Building apps with #rshiny
R Shiny Course vs. Self-Learning: Which Path Gets You Building Apps Faster?
The answer isn't what most people think.
athlyticz.substack.com
October 27, 2025 at 6:09 PM
Building apps with #rshiny