Posts

Sports Analytics Video - Predictive Model Weights

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[embed]https://youtu.be/R8156NG-FIc[/embed] Victor Holman, The Sports Analytics Expert, presents his Sports Analytics 3 Minute Drill - Predictive Model Weights. Developing a Data-Driven Player Ranking in Soccer Using Predictive Model Weights. Socc... https://www.agilesportsanalytics.com/?p=11205

Sports Analytics Video - Frequency Distribution

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[embed]https://youtu.be/3Db5XPYOtqQ[/embed] Victor Holman, The Sports Analytics Expert, presents his Sports Analytics 3 Minute Drill - Frequency Distributions. Frequency distribution is a table that displays the frequency of various outcomes in a s... https://www.agilesportsanalytics.com/?p=10995

Sports Analytics Video - Expected Rewards Technique

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[embed]https://youtu.be/Xig_9p4OVsE[/embed] Victor Holman, The Sports Analytics Expert, presents his Sports Analytics 3 Minute Drill - Expected Rewards Technique. The ultimate goal of decision making is to find an optimal behavior subject to some o... https://www.agilesportsanalytics.com/?p=10883

Sports Analytics Video - Esports Analytics and Encounter Detection Algorithms

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[embed]https://youtu.be/fOg7qs6oehM[/embed] Victor Holman, sports analytics expert, explains eSports Analytics and Encounter Detection Algorithms. The field of e-sports, or computer games played competitively, is growing around the world, with mi... https://www.agilesportsanalytics.com/?p=10788

Sports Analytics Video - Expected Possession Value (EPV)

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[embed]https://youtu.be/Sy4xCHWzdLo[/embed] Using film or player tracking data, a quantitative analysis representative of the entire possession will occur where each moment in the possession is summarized on the basis of the expected value of the... https://www.agilesportsanalytics.com/?p=10718

Sports Analytics Video - Markov Chains

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[embed]https://youtu.be/k9QGV4dqT-k[/embed] In this 5th installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains the Markov Chains. A Markov decision process (MDP) is a discrete time stochastic control process. It provide... https://www.agilesportsanalytics.com/?p=10682

Sports Analytics Video - Egocentric Ghosting Model

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[embed]https://youtu.be/yfLz6lMu2OM[/embed] In this installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains egocentric ghosting models. The use of data-driven ghosting models is increasing as player tracking data becom... https://www.agilesportsanalytics.com/?p=10664