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Certificate Programme in Learning Management System Data Analysis

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๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to Learning Management System (LMS) Data
  • Data Cleaning and Preprocessing for LMS Analysis
  • Exploratory Data Analysis (EDA) Techniques in LMS
  • LMS Data Visualization and Reporting
  • Regression Analysis for Predicting Student Success (LMS Data)
  • Statistical Inference and Hypothesis Testing in LMS
  • Cohort Analysis and Segmentation in Learning Analytics
  • Data Privacy and Ethical Considerations in LMS Data Analysis

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Career Role Description Learning Management System (LMS) Data Analyst Analyze LMS data to identify trends in learner engagement, course effectiveness, and platform performance.

Develop data-driven insights to improve the learning experience.

High demand in the UK education and corporate training sectors.

Educational Technologist (LMS Focus) Integrate and manage LMS platforms, ensuring optimal functionality and user experience.

Develop and deliver training to improve user proficiency with LMS data analysis tools.

Growing role in UK higher education. eLearning Data Scientist Leverage advanced statistical techniques and machine learning algorithms to analyze large datasets from LMS platforms.

Predict learner behavior, personalize learning paths, and improve learning outcomes.

Emerging role with high earning potential in the UK.

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์™œ ์‚ฌ๋žŒ๋“ค์ด ๊ฒฝ๋ ฅ์„ ์œ„ํ•ด ์šฐ๋ฆฌ๋ฅผ ์„ ํƒํ•˜๋Š”๊ฐ€

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์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
CERTIFICATE PROGRAMME IN LEARNING MANAGEMENT SYSTEM DATA ANALYSIS
์—๊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
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