DGOV-221: Controlling with Cloudera Data Governance

Course Modules

• Introduction to Data Governance with Cloudera

  • Overview of Cloudera Data Governance and its role in modern data environments
  • Understanding the importance of data governance in big data platforms
  • Key concepts: data stewardship, data quality, and data privacy

• Metadata Management in Cloudera

  • Managing and controlling metadata using Cloudera Navigator
  • Creating and maintaining a centralized metadata repository
  • Configuring and using data catalogs for efficient metadata management

• Data Lineage and Provenance

  • Implementing and controlling data lineage for complete traceability of data
  • Understanding and managing data provenance to track data transformations and movements
  • Leveraging Cloudera Navigator for detailed tracking and visualization of data lineage

• Data Quality Control and Management

  • Establishing data quality standards and practices in Cloudera Data Platform
  • Implementing automated data profiling, validation, and error handling
  • Monitoring data quality metrics to ensure compliance with organizational standards

• Data Access Control and Security

  • Implementing robust data access control policies using Apache Ranger
  • Managing user roles, permissions, and security policies for data governance
  • Enforcing Role-Based Access Control (RBAC) to restrict access to sensitive data

• Data Compliance and Regulatory Requirements

  • Managing data compliance with industry standards such as GDPR, HIPAA, and other regulatory frameworks
  • Ensuring data protection and privacy within the data governance framework
  • Using Cloudera Navigator for auditing and compliance reporting

• Data Governance in the Cloud

  • Implementing data governance policies and tools in Cloudera Data Platform (CDP)
  • Controlling governance for hybrid and multi-cloud data environments
  • Managing data flow, quality, and lineage in cloud-based data platforms

• Automating Data Governance Processes

  • Leveraging automation to streamline governance workflows in Cloudera Data Platform
  • Using Cloudera’s governance tools for automated auditing, lineage tracking, and reporting
  • Ensuring that governance processes are consistently applied across all data assets

• Best Practices for Data Governance Control

  • Establishing governance frameworks and best practices for data management
  • Implementing controls for data privacy, security, and compliance across large datasets
  • Aligning data governance policies with business objectives for effective data management