Advanced Certificate in Data Ethics and Privacy for Data Analytics Professionals
-- viewing nowData Ethics and Privacy is a critical concern for data analytics professionals today. As data becomes increasingly integral to decision-making, it's essential to understand the implications of data use and protection.
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This unit covers the essential data privacy frameworks and regulations that data analytics professionals need to be aware of, including GDPR, CCPA, HIPAA, and more. It provides an overview of the key principles and requirements of each framework, as well as best practices for implementing them in a data analytics context. • Data Minimization and Opt-Out Mechanisms
This unit focuses on the importance of data minimization and opt-out mechanisms in data analytics. It explores the different types of opt-out mechanisms, such as cookie opt-out and data subject opt-out, and provides guidance on how to implement them effectively. • Transparency and Accountability in Data Analytics
This unit emphasizes the importance of transparency and accountability in data analytics. It covers the different types of transparency, such as data visualization and explainability, and provides guidance on how to ensure accountability in data-driven decision-making. • Bias and Fairness in Data Analytics
This unit explores the issue of bias and fairness in data analytics. It covers the different types of bias, such as selection bias and confirmation bias, and provides guidance on how to detect and mitigate them. • Data Protection by Design and Default
This unit covers the concept of data protection by design and default, which requires organizations to design and implement data protection measures from the outset. It provides guidance on how to implement data protection by design and default in data analytics. • Data Subject Rights and Responsibilities
This unit focuses on the rights and responsibilities of data subjects in the context of data analytics. It covers the different data subject rights, such as the right to access and the right to erasure, and provides guidance on how to implement them effectively. • Data Governance and Compliance
This unit covers the importance of data governance and compliance in data analytics. It provides guidance on how to establish a data governance framework, implement compliance measures, and ensure data quality. • Artificial Intelligence and Machine Learning Ethics
This unit explores the ethics of artificial intelligence and machine learning in data analytics. It covers the different ethical considerations, such as transparency and accountability, and provides guidance on how to ensure ethical AI and ML practices. • Data Analytics for Social Good
This unit focuses on the potential of data analytics for social good. It covers the different applications of data analytics in social impact initiatives, such as healthcare and education, and provides guidance on how to use data analytics to drive positive social change.
Career path
Entry requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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