Masterclass Certificate in Educational Data Mining & Modeling

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The Masterclass Certificate in Educational Data Mining & Modeling is a comprehensive course that equips learners with essential skills in data analysis and modeling for the education sector. This course comes at a time when the demand for professionals who can extract valuable insights from educational data is at an all-time high.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

This program provides a deep dive into data mining techniques, predictive modeling, and machine learning algorithms, with a focus on their application in education. Learners will acquire skills that are highly sought after in the industry, enabling them to drive data-driven decision-making in educational institutions or edtech companies. Upon completion, learners will be able to design and implement data mining projects, create predictive models for student performance, and contribute to the development of personalized learning systems. This masterclass not only enhances learners' professional value but also paves the way for exciting career advancement opportunities in the rapidly growing field of educational data analytics.

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ใฉใ“ใ‹ใ‚‰ใงใ‚‚ๅญฆ็ฟ’

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ใ‚ณใƒผใ‚น่ฉณ็ดฐ

Here are the essential units for a Masterclass Certificate in Educational Data Mining & Modeling:


โ€ข Introduction to Educational Data Mining & Modeling
โ€ข Data Collection and Preprocessing
โ€ข Descriptive and Inferential Data Analysis
โ€ข Predictive Modeling in Education
โ€ข Machine Learning Techniques in Educational Data Mining
โ€ข Evaluation Metrics and Model Selection
โ€ข Ethical Considerations in Educational Data Mining & Modeling
โ€ข Advanced Topics in Educational Data Mining & Modeling
โ€ข Capstone Project in Educational Data Mining & Modeling

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ใ‚ณใƒผใ‚นใ‚’ๆญฃๅธธใซๅฎŒไบ†ใ™ใ‚‹ใจใ€ไฟฎไบ†่จผๆ˜Žๆ›ธใ‚’ๅ—ใ‘ๅ–ใ‚Šใพใ™ใ€‚

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ใ‚ณใƒผใ‚นใ‚’ๅฎŒไบ†ใ™ใ‚‹ใฎใซใฉใ‚Œใใ‚‰ใ„ๆ™‚้–“ใŒใ‹ใ‹ใ‚Šใพใ™ใ‹๏ผŸ

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ใ„ใคใ‚ณใƒผใ‚นใ‚’้–‹ๅง‹ใงใใพใ™ใ‹๏ผŸ

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ใ“ใฎใ‚ณใƒผใ‚นใฎๆ”ฏๆ‰•ใ„ใฎใŸใ‚ใซไผš็คพ็”จใฎ่ซ‹ๆฑ‚ๆ›ธใ‚’ใƒชใ‚ฏใ‚จใ‚นใƒˆใ—ใฆใใ ใ•ใ„ใ€‚

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ใ‚ญใƒฃใƒชใ‚ข่จผๆ˜Žๆ›ธใ‚’ๅ–ๅพ—

ใ‚ตใƒณใƒ—ใƒซ่จผๆ˜Žๆ›ธใฎ่ƒŒๆ™ฏ
MASTERCLASS CERTIFICATE IN EDUCATIONAL DATA MINING & MODELING
ใซๆŽˆไธŽใ•ใ‚Œใพใ™
ๅญฆ็ฟ’่€…ๅ
ใงใƒ—ใƒญใ‚ฐใƒฉใƒ ใ‚’ๅฎŒไบ†ใ—ใŸไบบ
London School of International Business (LSIB)
ๆŽˆไธŽๆ—ฅ
05 May 2025
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