Undergraduate Certificate in Machine Learning for Election Campaigning

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The Undergraduate Certificate in Machine Learning for Election Campaigning is a comprehensive course designed to equip learners with essential skills in leveraging machine learning for election campaigns. This certificate course highlights the importance of data-driven decision-making in political campaigns and teaches learners how to use machine learning algorithms to predict voter behavior, optimize campaign strategies, and allocate resources effectively.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

With the increasing demand for data analytics in the political landscape, this course provides learners with a unique opportunity to gain a competitive edge in the job market. Learners will acquire skills in data preprocessing, predictive modeling, and machine learning techniques, which are highly sought after in the election campaign industry. By the end of the course, learners will be able to design and implement machine learning models to improve election campaign outcomes, making them valuable assets to political campaigns and related organizations.

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ใฉใ“ใ‹ใ‚‰ใงใ‚‚ๅญฆ็ฟ’

ๅ…ฑๆœ‰ๅฏ่ƒฝใช่จผๆ˜Žๆ›ธ

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ๅฎŒไบ†ใพใง2ใƒถๆœˆ

้€ฑ2-3ๆ™‚้–“

ใ„ใคใงใ‚‚้–‹ๅง‹

ๅพ…ๆฉŸๆœŸ้–“ใชใ—

ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Introduction to Machine Learning & Election Campaigning
โ€ข Data Collection for Political Campaigns
โ€ข Data Preprocessing & Data Cleaning
โ€ข Supervised Learning Algorithms in Election Campaigns
โ€ข Unsupervised Learning Algorithms for Voter Segmentation
โ€ข Evaluation Metrics for Machine Learning Models in Political Campaigns
โ€ข Predictive Analytics in Election Campaigning
โ€ข Ethical Considerations in Machine Learning for Political Campaigns
โ€ข Machine Learning Tools & Libraries for Political Campaigns

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ๅ…ฅๅญฆ่ฆไปถ

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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
UNDERGRADUATE CERTIFICATE IN MACHINE LEARNING FOR ELECTION CAMPAIGNING
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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