Ethical Data Collection for AI Implementation
With Dr. Brandeis Marshall
Liked by 26 users
Duration: 53m
Skill level: Intermediate
Released: 10/29/2025
Course details
Description
What is this course about?
For any AI implementation, data collection is the first major computation stage within the AI development lifecycle. The quality, trustworthiness, and long-term value of AI-powered products hinges on incorporating ethical practices, which includes maintaining transparency and accountability. Ethical considerations include respecting the rights and privacy of individuals whose data is being collected, avoiding data misuse, and ensuring fairness while building trust. In this course, instructor Brandeis Marshall covers key strategies that reinforce ethical data collection management, respect people's autonomy, and comply with legal regulations. Along the way, gather insights on the impact of implementing these strategies on knowledge workers—and learn how to address their concerns.This course includes AI-powered Role Play. Role Play allows you to practice what you’ve learned in interactive simulations of real-world conversations.
Objectives
What will I be able to do by the end of this course?
- Evaluate the balance between ethics and effectiveness in data collection practices.
- Implement data governance and protection strategies to ensure compliance with ethical standards.
- Obtain and manage explicit user consent for data collection effectively.
- Apply anonymization and encryption techniques to protect user privacy.
- Identify and mitigate biases in collected data responsibly.
Audience
Who is this course for?
- IT professionals
- Machine learning specialists
- AI professionals
- Data managers
Prerequisites
What do I need to know before taking this course?
- Basic understanding of AI
- Basic understanding of data management principles
Skills you’ll gain
Earn a sharable certificate
Share what you’ve learned, and be a standout professional in your desired industry with a certificate showcasing your knowledge gained from the course.
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Showcase on your LinkedIn profile under “Licenses and Certificate” section
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Download or print out as PDF to share with others
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Share as image online to demonstrate your skill
Meet the instructor
Learner reviews
Contents
What’s included
- Test your knowledge 3 quizzes
- Learn on the go Access on tablet and phone
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