The power of extracting value from data utilizing artificial intelligence (AI), data science (DS), and machine learning (ML) exposes the learning differences between humans and machines. Humans can apply ethical principles throughout the decision-making process to avoid discrimination, societal harm, and marginalization to maintain and even enhance acceptable norms. Machines make decisions autonomously. So, how do we train them to apply ethical principles as they learn from decisions they make? This course provides business professionals and consumers of technology with the core concepts of ethical principles, how they can be applied to emerging data driven technologies, and the impact to an organization which ignores ethical use of technology.
This course is designed for business leaders and decision makers, including C-level executives, project and product managers, HR leaders, Marketing and Sales leaders, and technical sales consultants, who have a vested interest in the representation of ethical values in technology solutions. Other individuals who want to know more about data ethics are also candidates for this course. This course is also designed to assist learners in preparing for the CertNexus® DEBIZ™ (Exam DEB-110) credential.
In this course, you will: gain fundamental knowledge of what data ethics is, investigate ethical principles, identify sources of ethical risk, and identify business considerations related to data ethics.
This lesson introduces terminology and ideas that you will revisit throughout the course.
What's included
8 plugins
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8 plugins•Total 120 minutes
Getting Started with This Course•10 minutes
Lesson Introduction•5 minutes
Define Ethics•20 minutes
Define Data•20 minutes
Define Data Ethics•20 minutes
Principles of Data Ethics•20 minutes
The Case for Data Ethics•20 minutes
Lesson Summary•5 minutes
Applying Ethical Principles
Module 2•2 hours to complete
Module details
With solid definitions of relevant terms in place, you can begin to apply ethical principles to organizational data.
What's included
7 plugins
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7 plugins•Total 110 minutes
Lesson Introduction•5 minutes
Ethical Frameworks•20 minutes
Privacy, Fairness, Safety, and Accountability•20 minutes
Algorithms and Human-Centered Values•20 minutes
Transparency and Explainability: The Black Box Problem•20 minutes
Inclusive Growth, Sustainable Development, and Well-Being•20 minutes
Lesson Summary•5 minutes
Sources of Ethical Risk
Module 3•2 hours to complete
Module details
Artificial intelligence (AI) and machine learning (ML) algorithms themselves are not the only sources of ethical risk that businesses must monitor and address. This lesson introduces several sources of ethical risks that leaders need to be aware of.
What's included
5 plugins
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5 plugins•Total 100 minutes
Lesson Introduction•5 minutes
Bias and Discrimination•30 minutes
Data Surveillance•30 minutes
Safety and Security•30 minutes
Lesson Summary•5 minutes
Business Considerations
Module 4•2 hours to complete
Module details
Now that you understand what data ethics is, its principles, and the major sources of ethical risk, it’s time to look at other business considerations that are at stake when implementing ethical principles into a data-driven organization that uses emerging technologies to extract value. This lesson covers three additional areas that business professionals will need to take into consideration as they evaluate tradeoffs.
What's included
5 plugins
Show info about module content
5 plugins•Total 100 minutes
Lesson Introduction•5 minutes
Data Legislation•30 minutes
Manage the Effects of Data•30 minutes
Embed Organizational Values in the Data Value Chain•30 minutes
Lesson Summary•5 minutes
Completing the Course
Module 5•1 hour to complete
Module details
You'll wrap things up and then validate what you've learned in this course by taking the credential exam.
CertNexus is a vendor-neutral certification body, providing emerging technology certifications and micro-credentials for Business, Data, Development, IT, and Security professionals. CertNexus’ exams meet the most rigorous development standards possible which outlines a global framework for developing personnel certification programs to narrow the widening skills gap.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I purchase the Certificate?
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.