Agile Sports / Agile Sports Analytics

[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... https://www.agilesportsanalytics.com/?p=11301

[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... https://www.agilesportsanalytics.com/?p=11235

[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

[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

[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

[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

[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

[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

[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

[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... https://www.agilesportsanalytics.com/?p=10494

[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... https://www.agilesportsanalytics.com/?p=10206

[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... https://www.agilesportsanalytics.com/?p=10120

[embed]https://youtu.be/AMr_VAqLRO4[/embed] In this installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains Strategy and Match Modelling. This is a review of the team strategy model and match model research conducted by ... https://www.agilesportsanalytics.com/?p=9397

[embed]https://youtu.be/jsHfJ-pfRL0[/embed] In this installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains weighted Voronoi diagrams. In mathematics, a weighted Voronoi diagram in n dimensions is a special case of a Vor... https://www.agilesportsanalytics.com/?p=8837

[embed]https://youtu.be/kAi7uDYPKI4[/embed] In this installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains qualitative exploration. Probably the oldest of all scientific techniques, qualitative exploration is a method u... https://www.agilesportsanalytics.com/?p=8736

[embed]https://youtu.be/_imysN9ZLgk[/embed] In this installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains spatio-temporal trajectory clustering. Spatio-temporal trajectory clustering methods identify heterogeneous patt... https://www.agilesportsanalytics.com/sports-analytics-video-spatio-temporal-trajectory/

[embed]https://youtu.be/_imysN9ZLgk[/embed] In this installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains spatio-temporal trajectory clustering. Spatio-temporal trajectory clustering methods identify heterogeneous patt... https://www.agilesportsanalytics.com/?p=8596

[embed]https://youtu.be/GzCfHwYAzdU[/embed] In this installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains network-style models. The network model is a database model conceived as a flexible way of representing objects ... https://www.agilesportsanalytics.com/?p=8580

[embed]https://youtu.be/bebWF3tRu8w[/embed] In this installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains measuring mean and median. Mean and median are two of the most useful methods used to summarize numerical data. ... https://www.agilesportsanalytics.com/?p=8341

[embed]https://youtu.be/NKo7UN8z2M4[/embed] Player injuries are a key concern for all teams across all sports. Injuries can cost teams thousands of dollars every day and negatively affect the teams' competitiveness. Over the years several... https://www.agilesportsanalytics.com/?p=8186

[embed]https://youtu.be/XdXSN2JMfCs[/embed] In this installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains Linear Regression. Linear regression is a linear approach to modelling the relationship between a scalar respons... https://www.agilesportsanalytics.com/?p=8052

[embed]https://youtu.be/xQ7ARR752Yg[/embed] In this installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains Inertial Sensor Training Load Metrics. Technological developments have led to the production of inexpensive, non... https://www.agilesportsanalytics.com/?p=8033

[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... https://www.agilesportsanalytics.com/?p=7599

[embed]https://youtu.be/1FfdrRW_akI[/embed] In this installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains the Allocative and Dynamic Efficiency. Allocative efficiency occurs when resources are so allocated that it is n... https://www.agilesportsanalytics.com/7394-2/

[embed]https://youtu.be/tf8GKA5ziXU[/embed] In this edition of Victor Holman\'s 3 Minute Drill, Victor Holman explains Bipartite Graph Algorithms in sports analytics today. In the mathematical field of graph theory, a bipartite graph (or bigraph... https://www.agilesportsanalytics.com/?p=7247

[embed]https://youtu.be/42poUc7SRfQ[/embed] In this installment of Victor Holman\'s Sports Analytics 3 Minute Drill, Victor explains clustering. Clustering, in the context of databases, refers to the ability of several servers or instances to co... https://www.agilesportsanalytics.com/?p=7983