Professional Certificate in Educational Data Science with AI

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The Professional Certificate in Educational Data Science with AI is a comprehensive course that addresses the growing industry demand for professionals with expertise in data science and AI applications in education. This program equips learners with essential skills required to design, implement, and evaluate data-driven educational solutions using state-of-the-art AI technologies.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

In today's data-driven world, educational institutions and edtech companies increasingly rely on data science and AI to improve learning outcomes, personalize instruction, and optimize educational resources. By completing this certificate course, learners will gain a competitive edge in the job market, with a deep understanding of data analysis, machine learning, and AI techniques tailored to the educational context. Course highlights include hands-on experience with popular data science tools and programming languages, such as Python, R, and SQL, as well as exposure to real-world applications of AI in education. Learners will develop a strong foundation in data manipulation, visualization, and predictive modeling, preparing them for various roles, including data analysts, researchers, and AI specialists in the education sector.

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ๅ…ฑๆœ‰ๅฏ่ƒฝใช่จผๆ˜Žๆ›ธ

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ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Unit 1: Introduction to Educational Data Science with AI
โ€ข Unit 2: Data Collection and Management in Education
โ€ข Unit 3: Statistical Analysis and Visualization for Educational Data
โ€ข Unit 4: Machine Learning Fundamentals for Education
โ€ข Unit 5: Natural Language Processing and Text Mining in Education
โ€ข Unit 6: Deep Learning and Neural Networks for Educational Data Science
โ€ข Unit 7: Ethical Considerations in Educational Data Science with AI
โ€ข Unit 8: Implementing AI-powered Educational Applications
โ€ข Unit 9: Evaluation and Assessment of AI-driven Educational Systems
โ€ข Unit 10: Future Trends and Applications in Educational Data Science with AI

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ๅ…ฅๅญฆ่ฆไปถ

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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
PROFESSIONAL CERTIFICATE IN EDUCATIONAL DATA SCIENCE WITH AI
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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