Anıl Duman

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Futbol Veri Analizinde 'Yerli' Bir Başarı Hikayesi - Sentio Sports Analytics | İDEAPORT

Beş yıl önce Boğaziçi Üniversitesi'nde kurulan Sentio Sports Analytics, geliştirdikleri optik takip sistemi ile futbol maçlarını ve sporcuların …

Another Shot at Measuring Individual Defense – Go-to-Guys.de | NBA, BBL und Draft Basketball-Analysen

As we all know, measuring the individual defensive impact of a basketball player is difficult. This holds true, even though we now literally track …

Spor teknolojisinin Oscarları sahibini buldu > Sportup

Yahoo Sports Technology Awards “Spor Teknolojisinin Oskarları” olarak tanımlandırılıyor. Geçtiğimiz günlerde Londra’da 2018 Yahoo Spor Teknolojileri …

Basketball Lineup Ratings: a Bayesian Adjustment Approach

Evaluating lineups has traditionally been one of the tasks that “analytics” are commissioned with in basketball (and other sports with frequent …

Winning With Analytics

<b>Executive Summary</b> <b><br>-The Pythagorean expected-wins model provides a very simple predictor of team win% in baseball using squared scores</b> <b><br>-Predictive</b> …

Data Science

Buckets For All

<i>This brief tutorial shows how you can use the Hoopsville package to create custom video playlists on NBA.com. If you have any questions or feedback,</i> …

What Happens to NBA Players When They Age?

By Benedict BradyNBA players come into the league at different ages based on how many years of college they complete. At younger ages they are …

Kinematics of Player Motion

After a couple special topics posts in Sketching and Voronoi Tessellation, we take a step back and look at the basic mechanics of player motion:</b> …

Learning to Code Python

Why coaches should learn to code.<p>Part 2: Which language should I learn?<p>Alan Couzens, M.Sc. (Sports Science)<p>Oct 3rd, 2017<p>It’s been more than a year …

Machine Learning

#CrystalBasketball: Ranking the Portland Trail Blazers for 2017-18

How does every NBA player stack up heading into 2017-18, based solely on the level at which we expect them to play during the upcoming season?<p>That’s …

Building a Simple Spatial Analytic: Passing Lane Coverage

In a recent blog post on defending the Hammer Offense, I showed that the quantification of distance to passing lane helps identify the coverage a …

Mathematics

Nike and the NBA unveil connected jerseys… and they’re super cool

Nike just announced the “Nike NBA Jersey with NikeConnect”, a connected jersey that allows wearers to get highlight reels, scores, stats and exclusive content from and about their favorite players and teams with a tap of their phones on the jersey’s tag.<p>It looks really, really, really good …

Seven rules for spinning analytics straw into golden results

While IoT-enabled advanced analytics could be worth trillions to manufacturers, turning insights into outcomes requires more than just the right …

BLUE Defense: Introduction and Analysis

One of the simplest offensive plays in basketball is the pick and roll. The philosophy is relatively straightforward, a ball handler waits to receive …

Basketball

Nylon Calculus: Relating offensive style to offensive efficiency

One of my favorite tools to create over the past few seasons has been my offensive style charts. They are supposed to be a quick snapshot of each …

Nylon Calculus: Balancing the value of volume scoring with efficiency

By any measure, Russell Westbrook had an historic season with the Oklahoma City Thunder in 2016-17. He broke the Big O’s long-standing triple-double …

Understanding FG% and Rebounding in Player Efficiency Ratings

In our previous post we tackled, at length, how John Hollinger’s Player Efficiency Rating (PER) is calculated and identified how different aspects of …

Basketball

Spatio-Temporal Nonparametric Distributional Analysis of NBA Defenses: Introduction and Teaser

Back in 2012, on the heels of my PhD in nonparametric Bayesian density estimation, I developed a methodology that constructs a nonparametric Bayesian …

Basketball

An NBA Statistics Treatise

Humans are naturally confident creatures, and nowhere does this confidence spill over into borderline lunacy more plainly than in the certainty we …

Beyond Deep Learning: A Case Study in Sports Analytics

Ph.D. student at Caltech Hoang Le discusses his team's research creating machine learning algorithms to streamline automated camera technology.

Machine Learning

Understand The Rules Of The Game 2017-Conference

We are excited to announce that the <b>3</b><b>rd</b> <b>edition of LawInSport’s Annual Conference ‘Understand The Rules Of The Game’</b> will be hosted at the Royal …

Sports Law

Sports Analytics with R

Description<p>Sports Analytics with R<p>Day:<p>0<p>Embed<p>Download<p>Download this episode<p>MP3 (93.3 MB)<br>• Low Quality MP4 (170.6 MB)<br>• High Quality MP4 (902.2 MB)<br>• Mid …

Analytics

Nylon Calculus: Offseason movement and offensive styles

Right through the end of August, the NBA offseason has been loaded with the movement of All-Stars and top-tier talents. Questions of team fit are all …

R for Big Data in One Picture

This picture originally posted here covers the following topics:• Basic stack<br>• Integrated platforms<br>• Visualization<br>• Data formats<br>• Large & out-of-memory …

Revisiting Historic Teams’ Win Projections (with Interactive Sheet)

Cluster Projections Interactive Tabs<p>Here’s the fun part.<p>These pages give you the freedom to insert a hypothetical team (or, a former team if you’d …

Nylon Calculus: Quantifying offseason moves through line-up analysis

We’ve had a lot of crazy moves this offseason, Eastern and Western Conference alike. All the 2017 signings, from the big names (Gordon Hayward, Chris …

Nylon Calculus: Ranking the best and worst scorers in every offensive role

Modern basketball offenses are devoted to the pursuit of efficiency; but, frustratingly, it’s not entirely straightforward to identify who are the …

How NBA Teams Can Build the Most Successful Lineups

Once upon a time, there were five positions on a basketball court at a time: point guard, shooting guard, small forward, power forward and center. …