Data Minimization Made Simple – Reducing Data Collection and Retention to Limit Risk and Support Privacy Compliance (C43-I)

This course teaches you how to apply data minimization principles to reduce risk, improve compliance, and support ethical data use. You’ll gain: Data Minimization Foundations Understand the legal and ethical basis for data minimization Learn how it supports privacy, security, and operational efficiency Explore GDPR Article 5(1)(c), ISO 27701, and NIST Privacy Framework Designing Minimization Policies Define what data is necessary, proportionate, and relevant Create policies for collection, use, sharing, and retention Align with business objectives and regulatory requirements Implementation Across Systems Apply minimization in forms, databases, applications, and analytics Use pseudonymization, anonymization, and aggregation techniques Coordinate with IT, product, and legal teams Monitoring & Enforcement Track data flows, access, and usage Monitor compliance with minimization policies Correct overcollection and unnecessary retention Tools & Automation Use platforms like OneTrust, BigID, and Microsoft Purview Automate data discovery, classification, and minimization workflows Integrate with privacy, governance, and security programs Strategic Impact Communicate data minimization to regulators, partners, and customers Support trust, transparency, and ethical innovation Reduce breach exposure and compliance costs