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WIZAPE
Apprentice Mode
10 Modules / ~100 pages
Wizard Mode
~25 Modules / ~400 pages

Regulatory Frameworks for Big Data Ethics
( 24 Modules )

Module #1
Introduction to Big Data Ethics
Overview of the importance of ethics in big data and the role of regulatory frameworks
Module #2
History of Big Data Regulation
Evolution of big data regulation, key milestones, and influential events
Module #3
Key Concepts in Big Data Ethics
Definitions of big data, data privacy, data security, and data protection
Module #4
International Regulations and Standards
Overview of global regulations and standards, including GDPR, CCPA, and OECD guidelines
Module #5
Data Protection Regulations
In-depth analysis of GDPR, including data subject rights, consent, and data breach notification
Module #6
Privacy Regulations
In-depth analysis of CCPA, including consumer rights, data sharing, and opt-out requirements
Module #7
Sector-Specific Regulations
Overview of regulations in healthcare (HIPAA), finance (GLBA), and education (FERPA)
Module #8
Cross-Border Data Transfers
Challenges and solutions for transferring personal data across borders
Module #9
Data Governance and Management
Best practices for data governance, data quality, and data management
Module #10
Risk Management and Compliance
Identifying and mitigating risks, auditing, and ensuring compliance
Module #11
Data Anonymization and Pseudonymization
Techniques for protecting personal data, including anonymization and pseudonymization
Module #12
Encryption and Access Control
Using encryption and access control to protect data in transit and at rest
Module #13
Incident Response and Data Breach Notification
Best practices for responding to data breaches and notifying affected parties
Module #14
Ethics in Artificial Intelligence and Machine Learning
Bias, fairness, and transparency in AI and ML systems
Module #15
Human Rights and Social Justice in Big Data
The impact of big data on human rights, social justice, and marginalized communities
Module #16
Big Data and Surveillance
Ethical considerations of big data in surveillance, including privacy and security concerns
Module #17
The Role of Ethics in Big Data Research
Ethical considerations for researchers working with big data, including informed consent and data sharing
Module #18
The Business Case for Ethics in Big Data
How ethics can drive business success, including reputation, trust, and innovation
Module #19
Building an Ethics-Focused Organization
Best practices for creating an organizational culture that prioritizes ethics in big data
Module #20
Regulatory Enforcement and Litigation
Enforcement actions, legal cases, and fines related to big data regulations
Module #21
Emerging Trends in Big Data Regulation
New developments in big data regulation, including AI-powered regulation and decentralized data governance
Module #22
Global Perspectives on Big Data Regulation
Regulatory approaches in different regions, including Asia, Latin America, and the Middle East
Module #23
Case Studies in Big Data Ethics
Real-world examples of big data ethics in practice, including successes and failures
Module #24
Course Wrap-Up & Conclusion
Planning next steps in Regulatory Frameworks for Big Data Ethics career


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