Course Summary

DEBIZ makes ethical principles accessible, and risk mitigation possible for all your data-driven initiatives.

Trust, a Must:
• Industry and governments are enacting more regulation to ensure trustworthy tech. DEBIZ can help you define how to develop processes to stay abreast of these dynamic requirements.

Lead Ethical Data Initiatives:
• Verify that your data stakeholders have the requisite knowledge to design and deliver ethically aligned projects.

Module 1: Introduction to Data Ethics
• Define Ethics
• Define Data
• Define Data Ethics
• Principles of Data Ethics
• The Case for Data Ethics
• Identifying Ethical Issues
• Ethical Principles

Module 2: Ethical Frameworks
• Applying Ethical Frameworks
• Privacy, Fairness, and Safety
• Applying Privacy, Fairness, and Safety Principles
• Algorithms and Human-Centered Values
• Discussing True and False Positives and Negatives
• Discussing Accuracy and Precision
• Discussing Correlation and Causation
• Transparency and Explainability: The Black Box Problem
• Discussing Black Box Parallels
• Inclusive Growth, Sustainable Development, and Well-Being
• Examining a Tech for Good Organization
• Improving Ethical Data Practices
• Sources of Ethical Risk

Module 3: Bias and Discrimination
• Case Study: Allegheny Family Screening Tool
• Data Surveillance
• Safety and Security
• Case Study: PredPol
• Business Considerations

Module 4: Data Legislation
• Manage the Effects of Data
• Case Study
• Embed Organizational Values in the Data Value Chain
• Building a Data Ethics Culture/Code of Ethics
• Stakeholder Checklist

There are no prerequisites to this course.

Passing Score: 80% (20 of 25 Items) Number of Items: 25 Format: Multiple Choice/Multiple Response/True-False Exam Duration: Estimated 20-45 minutes, candidates may retake as many times as desired

Following your booking, a confirmation message will be sent to all participants, ensuring you're well-informed of your successful enrollment. Calendar placeholders will also be dispatched to assist you in scheduling your commitments around the course. Rest assured, all course materials and access to necessary labs or platforms will be provided no later than one week before the course begins, allowing you ample time to prepare and engage fully with the learning experience ahead.

Our comprehensive training package includes all the necessary materials and resources to facilitate a full learning experience. Enrollees will be provided with detailed course content, encompassing a wide array of topics to ensure a thorough understanding of the subject matter. Additionally, participants will receive a certificate of completion to recognize their dedication and hard work. It's important to note that while the course fee covers all training materials and experiences, the examination fee for certification is not included but can be purchased separately.

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