Today in Sports analytics, we shall be looking at a very important technique that has proved to be an effective tool for improving team sporting performance – Shot Chart Analysis. This analytic method is commonly used in the game of basketball, a game involving 10 players. The shot chart analysis method can be used to determine…
DetailsThomas Bayes was born around 1701 in England, and divided his life between studying matters theological and mathematical. It wasn’t until after his death in 1761 that one of his studies “An Essay towards solving a Problem in the Doctrine of Chances” was submitted to the England’s Royal Society and posthumously acknowledged the significance of…
DetailsWhat is sports analytics? This post is aimed at providing you with the basics of sport analytics, including the relevance and applications. It is important to understand the concepts of analytics before diving into the fundamentals and objectives of sport analytics. DEFINITION OF ANALYTICS Analytics is a rapidly evolving technology that involves the use of…
DetailsSports analytics machine learning, as the name suggests, uses a machine to learn without the need for human programming or intervention. Algorithms analyze large data sets for meaningful patterns from which future events can be predicted or classified. Its advantage over traditional statistical methods is the ability to detect patterns which are apparently random, as…
DetailsIn this sports analytics methods blog, Victor Holman provides the latest strategies to help coaches, analysts and management improve the IQ, team dynamics & execution of their players. Learn about sports analytics methodologies, best practices and latest trends as Victor brings real life examples with today’s teams. Victor Holman is a business performance expert, management…
DetailsATTENTION COACHES, ANALYSTS & TEAM OWNERS Executing Game Plans & Winning Just Got Easier! Does your team Struggle to Stay on Top, year in and year out? Do players Fail to Execute Your Game Plan and Play with Synergy? Wish you could Get the Most Out of Every Player…every game? If you answered “Yes” to Any of These Questions, then…
DetailsSports data visualization, like other sports analytics methods involves the use of data and advanced statistics to measure team performance and gain a competitive sports advantage. Sports data visualization is a visual communication that presents data in graphical and pictorial form. With data visualization, large data and records can be quickly and conveniently analyzed without…
DetailsProfessional sports teams today deploy sports analytics methods as a top strategy for winning games. It has thus prompted managers to crystallize the role of analytics in other related activities within sports teams. Michael Lewis, in his 2003 book money-back described ‘theory of Analytics’ as the secret to success, player, and team evaluation. Lewis states…
DetailsThis is a review of the sports analytics coaching assistance research conducted by Avery McIntyre, Joel Brooks, John Guttag and Jenna Wiens. The ball screen (also called a pick and roll) is an offensive tactic that is regularly used in the NBA. To defend against it requires that the defense stop the ball handler from…
DetailsThis is a review of the deep reinforcement learning research performed by Jiaxuan Wang, Ian Fox, Jonathan Skaza, Nick Linck, Satinder Singh and Jenna Wiens. Double teaming (two defensive players focused on one offensive player) is a strategy regularly employed in the NBA. It can result in slowing down strong offensive players; however, it can…
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