Applying Ethical Thinking
Learning Outcomes
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data, Tech & ai skills in
What’s Included
How to Use Data Responsibly
How to Use Data Responsibly
Modern businesses face many ethical issues, and these can be handled in various different ways. Learn about the different methods of dealing with these issues in this lesson.
Gaining a Competitive Advantage
Gaining a Competitive Advantage
Responsible data use isn't all about avoiding negative consequences, it can also bring positive benefits to your company. Learn about how ethics can give your business a competitive advantage in this lesson.
Boosting Revenue with Ethics
Boosting Revenue with Ethics
Many people might feel that responsible behavior and revenue generation can't go together, but in reality they can. Learn how to boost your company's revenue and act responsibly at the same time in this lesson.
Incorporating Ethics in Data Use
Incorporating Ethics in Data Use
Ethics needs to be considered at every stage of a project involving data use. Learn about some of the stages of a data project and the relevant ethical considerations in this lesson.
Completing an Ethical Data Project
Completing an Ethical Data Project
Following on from the previous lesson, this lesson considers the remaining stages of a data analytics project and the ethical issues that need to be considered in these stages.
A Framework for Responsible Data Use
A Framework for Responsible Data Use
In order to mitigate the ethical challenges of data use and exploit the opportunities it presents, businesses need a framework to help them understand how to act in a responsible manner. This lesson introduces such a framework.
Ethical Challenges in Business
Ethical Challenges in Business
The first step in developing a responsible data framework is to understand the ethical challenges that it needs to address. This lesson introduces some of the business challenges that should be addressed in a responsible framework.
Solving More Ethical Challenges
Solving More Ethical Challenges
Following on from the previous lesson, this lesson introduces more of the ethical challenges that need to be considered as part of a responsible data framework.
Developing the Framework
Developing the Framework
After identifying the ethical issues your responsible data framework needs to address, you can begin building the framework. This lesson outlines some of the components of the framework, and how to implement them in your company.
Completing the Framework
Completing the Framework
This lesson outlines the remaining components of the responsible data framework, and how you can implement them in your company.
Implementing Responsible Practices
Implementing Responsible Practices
After developing a responsible data framework, a few more steps are needed to implement responsible, ethical behavior in your company. This lesson will outline the necessary actions to start using data responsibly in your business.
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