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Graduate Certificate in Esports Data Science

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์ด ๊ณผ์ •์— ๋Œ€ํ•ด

Gain a competitive edge in the booming esports industry with career prospects ranging from data analyst to esports consultant. Our unique curriculum features real-world case studies, industry guest lectures, and hands-on projects utilizing advanced analytics software. Become a leader in esports data science โ€“ enroll today!

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์–ด๋””์„œ๋“  ํ•™์Šต

๊ณต์œ  ๊ฐ€๋Šฅํ•œ ์ธ์ฆ์„œ

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์™„๋ฃŒ๊นŒ์ง€ 2๊ฐœ์›”

์ฃผ 2-3์‹œ๊ฐ„

์–ธ์ œ๋“  ์‹œ์ž‘

๋Œ€๊ธฐ ๊ธฐ๊ฐ„ ์—†์Œ

๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to Esports Analytics
  • Data Wrangling and Preprocessing for Esports Data
  • Statistical Modeling in Esports: Regression and Classification
  • Machine Learning for Esports Prediction
  • Esports Data Visualization and Communication
  • Big Data Technologies for Esports
  • Game-Specific Esports Data Analysis (e.g., League of Legends, Dota 2)
  • Ethical Considerations in Esports Data Science
  • Esports Business Analytics and Strategy

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Esports Data Science Career Roles (UK) Description Esports Data Analyst Analyze game data to identify player performance trends, optimize team strategies, and improve player recruitment using advanced statistical modeling .

High demand for data visualization skills.

Esports Performance Analyst Leverage machine learning algorithms and data mining techniques to predict game outcomes and player performance.

Focus on enhancing team performance through predictive analytics .

Esports Business Analyst Employ data analysis to understand market trends, audience engagement, and revenue generation strategies within the esports industry.

Key skills include business intelligence and data-driven decision making .

Esports Data Scientist Develop and implement sophisticated statistical models and machine learning algorithms to analyze vast datasets.

Requires expertise in data wrangling , model building , and data interpretation .

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์ด ๊ณผ์ •์˜ ๋น„์šฉ์„ ์ง€๋ถˆํ•˜๊ธฐ ์œ„ํ•ด ํšŒ์‚ฌ๋ฅผ ์œ„ํ•œ ์ฒญ๊ตฌ์„œ๋ฅผ ์š”์ฒญํ•˜์„ธ์š”.

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๊ฒฝ๋ ฅ ์ธ์ฆ์„œ ํš๋“

์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
GRADUATE CERTIFICATE IN ESPORTS DATA SCIENCE
์—๊ฒŒ ์ˆ˜์—ฌ๋จ
ํ•™์Šต์ž ์ด๋ฆ„
์—์„œ ํ”„๋กœ๊ทธ๋žจ์„ ์™„๋ฃŒํ•œ ์‚ฌ๋žŒ
London School of International Business (LSIB)
์ˆ˜์—ฌ์ผ
05 May 2025
๋ธ”๋ก์ฒด์ธ ID: s-1-a-2-m-3-p-4-l-5-e
์ด ์ž๊ฒฉ์ฆ์„ LinkedIn ํ”„๋กœํ•„, ์ด๋ ฅ์„œ ๋˜๋Š” CV์— ์ถ”๊ฐ€ํ•˜์„ธ์š”. ์†Œ์…œ ๋ฏธ๋””์–ด์™€ ์„ฑ๊ณผ ํ‰๊ฐ€์—์„œ ๊ณต์œ ํ•˜์„ธ์š”.
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