The Agile Basketball Framework uncovers better ways of creating team synergy, improving team dynamics and applying real-time and historical analytics in order to reach team goals. The rules of the Agile Basketball Framework integrates the pillars, roles, events, and artifacts guiding the relationships and interactions between them. Agile Basketball employs an iterative, incremental approach to optimize performance and adapt quickly to change. The concepts of Agile Basketball are described throughout this guide. Complete buy-in to philosophy, team strategy and game plan coupled with commitment to continuously gain a deeper understanding of how to measure team and player value through analytics are key fundamentals to this process. In Agile Basketball value is placed on the fundamentals, focus is placed on team synergy, and no player is more important than the team. Each player maximizes their value based on the needs of the team for any particular game or match-up.
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https://youtu.be/0AuT2L4Bjog Victor Holman, Sports Analytics Expert discusses subjects and variables. Data is collected on a variety of subjects. Subjects can be individual players, teams, games, seasons, plays, coaches, etc. The same sub...
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https://youtu.be/0AuT2L4Bjog Victor Holman, Sports Analytics Expert discusses subjects and variables. In probability theory and statistics, a probability distribution is a mathematical function that provides the probabilities of occurrence of diff...
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[embed]https://youtu.be/zrqYCGHmc1M[/embed] In this installment of Victor Holman's Sports Analytics 3 Minute Drill, Victor explains Play Sketching. Tracking data in sports has become a staple for teams and coaches as they can now study their up...
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[embed]https://youtu.be/MkR_v0i6gaA[/embed] Victor Holman, The Sports Analytics Expert, presents his Sports Analytics 3 Minute Drill - Probability Distributions. In probability theory and statistics, a probability distribution is a mathematical fu...
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[embed]https://youtu.be/HodXF0GazRQ[/embed] Victor Holman, Sports Analytics Expert discusses Applying the Rules of Probability to Sports. Probability is the measure of the likelihood that an event will occur. Probability quantifies as a number be...
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[embed]https://youtu.be/sEvofmWHT0c[/embed] Victor Holman, The Sports Analytics Expert, presents Sports Analytics 3 Minute Drill - Predictive Modelling. Predictive modelling uses statistics to predict outcomes. Most often the event one wants to pr...
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[embed]https://youtu.be/tf8GKA5ziXU[/embed] __________________________________ Victor Holman, The Sports Analytics Expert, presents his Sports Analytics 3 Minute Drill - Bipartite Graph Algorithms. In the mathematical field of graph theory, a b...
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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...
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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...
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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...
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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...
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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...
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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...
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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...
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[embed]https://youtu.be/Pcv1KnzsgiE[/embed] In this installment of Victor Holman's Sports Analytics 3 Minute Drill, Victor explains Convolutional Neural Networks. In deep learning, a convolutional neural network (CNN, or ConvNet) is a class o...
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[embed]https://youtu.be/52lPBf5XCwc[/embed] In this installment of Victor Holman's Sports Analytics 3 Minute Drill, Victor explains conditional probability. Conditional Probability. Probability is defined as a measure of how often a particular ev...
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[embed]https://youtu.be/6OcJVR-Q61s[/embed] In this installment of Victor Holman's Sports Analytics 3 Minute Drill, Victor explains boruta algorithms. Boruta is an all relevant feature selection wrapper algorithm, capable of working with any cl...
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