Global Certificate in Ethical Data Science: Smart Decisions

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The Global Certificate in Ethical Data Science: Smart Decisions course is a comprehensive program designed to empower learners with essential skills in ethical data science. In today's data-driven world, the demand for data science professionals who can make smart, ethical decisions is higher than ever before.

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ใ“ใฎใ‚ณใƒผใ‚นใซใคใ„ใฆ

This course focuses on the critical importance of ethical decision-making in data science and provides learners with the tools and frameworks they need to make responsible, informed choices. Through a combination of theoretical instruction and practical exercises, learners will explore the ethical implications of data science, including issues related to privacy, bias, and transparency. By completing this course, learners will be equipped with the skills and knowledge they need to advance their careers in data science and beyond. They will be able to demonstrate their commitment to ethical decision-making, which is increasingly important to employers in a variety of industries. Overall, this course is a valuable investment in the future of data science and the professionals who will shape it.

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ใ‚ณใƒผใ‚น่ฉณ็ดฐ

โ€ข Unit 1: Introduction to Ethical Data Science
โ€ข Unit 2: Data Collection and Privacy
โ€ข Unit 3: Data Preprocessing and Bias
โ€ข Unit 4: Ethical Algorithms and Decision Making
โ€ข Unit 5: Explainable AI and Transparency
โ€ข Unit 6: Responsible Data Sharing
โ€ข Unit 7: Maintaining Fairness and Avoiding Discrimination
โ€ข Unit 8: Legal and Regulatory Compliance in Data Science
โ€ข Unit 9: Ethics in Data Science Leadership
โ€ข Unit 10: Best Practices for Ethical Data Science

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ใ‚ตใƒณใƒ—ใƒซ่จผๆ˜Žๆ›ธใฎ่ƒŒๆ™ฏ
GLOBAL CERTIFICATE IN ETHICAL DATA SCIENCE: SMART DECISIONS
ใซๆŽˆไธŽใ•ใ‚Œใพใ™
ๅญฆ็ฟ’่€…ๅ
ใงใƒ—ใƒญใ‚ฐใƒฉใƒ ใ‚’ๅฎŒไบ†ใ—ใŸไบบ
London College of Foreign Trade (LCFT)
ๆŽˆไธŽๆ—ฅ
05 May 2025
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