Using big data techniques to measure the performance of professional basketball teams
The following study is about big data analytics in basketball, intending to introduce the concept to Ecuador. Ecuador is one of many Latin American countries to lack a data analysis culture. Basketball organizations like the NBA have remarkable results utilizing this concept as they are the most pro...
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| 第一著者: | |
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| フォーマット: | bachelorThesis |
| 言語: | eng |
| 出版事項: |
2021
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| 主題: | |
| オンライン･アクセス: | http://repositorio.yachaytech.edu.ec/handle/123456789/324 |
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タグ追加 | 要約: | The following study is about big data analytics in basketball, intending to introduce the concept to Ecuador. Ecuador is one of many Latin American countries to lack a data analysis culture. Basketball organizations like the NBA have remarkable results utilizing this concept as they are the most prominent basketball league globally, competitively, and market-wise. Also, conventional basketball data still has a long way to put the game into numbers completely. Relatively, simple basketball events will be quantified to be included as part of the data. Basketball data is obtained from Ecuadorian sources to use for data analysis. Various state-of-the-art statistical methods are used to analyze basketball data to demonstrate the different results and insights. Results show many interpretations that coaches can make when presented with the help of 2 basketball experts in the country. Big Data Analytics can be introduced to the sports world in Ecuador to create a more competitive and objective league where players and coaches can learn and take away from the data and what it offers. |
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