CDP Data Governance with SDX: Implementing Regulatory Compliance on the Cloudera Data Platform
CDP Data Governance with SDX: Implementing Regulatory Compliance on the Cloudera Data Platform is an advanced training course designed to provide professionals with the knowledge and skills to implement robust data governance and regulatory compliance frameworks using Cloudera Data Platform (CDP) and SDX (Shared Data Experience). This course covers the core principles of data governance, privacy, and compliance, focusing on key regulatory requirements such as GDPR, CCPA, and HIPAA. You’ll learn how to utilize CDP’s SDX tools to manage data access, lineage, security, auditing, and compliance policies, ensuring that your organization can effectively meet regulatory standards while maintaining data quality and security.
Familiarity with Cloudera Data Platform (CDP) and its components
Basic understanding of data governance concepts and regulatory compliance
Knowledge of data security practices and privacy regulations (GDPR, CCPA, etc.)
Experience with Hadoop, data lakes, or big data platforms is beneficial
Learning Objectives
By the end of this course, participants will be able to:
Implement data governance frameworks and regulatory compliance using CDP and SDX
Manage data access, security, and privacy to meet industry regulations
Track and visualize data lineage and provenance for audit and compliance purposes
Automate compliance workflows and generate reports for audits
Scale data governance processes across large datasets in Cloudera environments
Ensure organizational compliance with regulations such as GDPR, CCPA, and HIPAA
Target Audience
This course is ideal for professionals responsible for managing data governance, regulatory compliance, and security in data-driven organizations. The target audience includes:
Data Governance Professionals
Compliance Officers
Data Stewards
Security and Privacy Officers
Data Architects
IT Security Administrators
Data Engineers
Legal and Compliance Teams
Course Modules
Introduction to Data Governance and Regulatory Compliance
Overview of data governance, compliance, and privacy requirements
Introduction to key regulations: GDPR, CCPA, HIPAA, and more
The role of SDX in Cloudera Data Platform for managing governance
Data Governance Framework in CDP
Understanding the data governance framework in Cloudera Data Platform
Key concepts: data stewardship, data quality, and metadata management
Implementing governance policies using CDP and SDX
Managing Data Access and Security with SDX
Role-based access control (RBAC) and fine-grained access management
Securing sensitive data using CDP’s encryption and masking features
Integrating Cloudera’s SDX with enterprise authentication systems for seamless security management
Data Lineage and Provenance with SDX
Capturing and visualizing data lineage to ensure regulatory compliance
Implementing data provenance for auditability and transparency
Leveraging SDX tools to track data movement across the platform
Auditing, Monitoring, and Reporting for Compliance
Setting up audit trails to capture data access, changes, and usage
Using Cloudera SDX for monitoring compliance with data policies
Generating reports for regulatory audits and compliance verification
Implementing Privacy Policies in CDP
How to handle data privacy requirements within Cloudera Data Platform
Managing data retention, deletion, and anonymization to meet privacy standards
Enforcing privacy policies to align with GDPR, CCPA, and other regulations
Automating Compliance and Risk Management with SDX
Automating data governance workflows to ensure continuous compliance
Integrating Cloudera SDX with other tools to manage risk
Best practices for automating auditing and compliance reporting
Scaling and Optimizing Data Governance in CDP
Managing governance policies across large and distributed datasets
Optimizing SDX for performance and scalability in cloud and hybrid environments
Advanced techniques for managing governance and compliance in big data environments
Course Prerequisites
Learning Objectives
Target Audience
Course Modules
