DGOV-223: End-to-End Data Governance with Cloudera Data Lineage
Overview
This 3-day course by Cloudera Education introduces participants to implementing enterprise data governance and lineage using Cloudera Data Governance and Cloudera Data Lineage. Learners will gain practical knowledge of how to manage, control, classify, and trace data across the enterprise while supporting regulatory and compliance requirements such as GDPR and HIPAA.
The course covers key governance concepts including data classification, metadata management, data protection, lineage tracking, impact analysis, and policy enforcement to improve data transparency, regulatory compliance, and overall trust in enterprise data ecosystems.
What Skills You Will Gain?
Participants Will Develop the Ability To:
Understand the role of Cloudera Data Lineage within a modern data governance framework
Navigate the Cloudera governance and lineage interfaces with confidence
Connect and analyze data sources for lineage and metadata visibility
Perform end-to-end lineage analysis for impact assessment and troubleshooting
Organize and catalog data using classifications and business glossary terms
Use profiling capabilities to better understand and manage data assets
Create and apply resource- and tag-based access control policies.
Implement data masking and row-level filtering policies for compliance
Leverage metadata intelligence and AI-driven insights for governance optimization
Who Should Take This Course?
This course is designed for data professionals responsible for managing, governing, and understanding enterprise data using the Cloudera platform and Cloudera Data Lineage. It is ideal for data stewards, data governance professionals, data analysts, data engineers, BI developers, and solution architects who are involved in regulatory compliance, metadata management, lineage analysis, and data access control.
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Course Details
Course Overview
Course Type: Instructor-led training
Level: Intermediate
Duration: 3 Days
Platform: Cloudera on Premises - Cloudera Data Lineage
Topics Covered:
Introduction to Cloudera Data Lineage
Auditing and Access Control
Connectivity and Data Source Integration
Cloudera Connector Factory.
Platform Navigation and Data Discovery
Deep Dive into Lineage and Impact Analysis
Knowledge Hub and Data Catalog Management
AI-Driven Insights and Optimization(Cloudera Lineage AI Assistant)
Introduction
Team activity: Team Introductions
Lineage
Inspecting Lineage
Propagation and Lineage in Atlas
Inspecting Lineage in Atlas
Data Governance Overview
What Is Data Governance?
Basic Concepts
SDX: Data Governance in Cloudera
Access Controls
Apache Ranger Basics
Creating Users and Roles
Resource-Based Policies
Tag-Based Policies
Securing Metadata Objects
Providing Partial Access
Organizing Data Objects
Searching for Objects by Type
Classifications
Glossary Terms
Auditing
Auditing Overview
Viewing Audit Information
Managing the Data Lifecycle
Governing the Data Lifecycle
Working with Data Catalog
Data Catalog Overview
Sensitive Data Profiler
Defining and Monitoring Data Quality
Preparing for Audits Using Data Catalog
Collaborating
Introduction to Cloudera Data Lineage & Core Concepts
What is Cloudera Data Lineage?
Understanding Data Lineage and its Importance
Overview of Cloudera data lineage's Key "Spaces"
Lab: Access to Cloudera Data Lineage Environment
Deep Dive into Lineage Space
Understanding Data Lineage Types in Cloudera Data Lineage
Cross system Lineage in Cloudera Data Lineage
Inner System Lineage in Cloudera Data Lineage
End-to-End Column Lineage for Impact and Root Cause Analysis
Lab: Navigating to Cloudera Data Lineage Lineage Space
Cloudera Data lineage Connectivity & Data Source Integration
Overview of Cloudera Data lineage Connectivity
Cloudera Data Lineage Agent Installation
Types of Connectors
Demo: Cloudera Data Lineage Agent Installation
Demo: Cloudera Data Lineage Metadata Extraction
Live Lineage & Cloudera Lineage AI Assistant
Introduction to Live Lineage
Key features of Live Lineage
Introduction to Cloudera Lineage AI Assistant
Key Capabilities of Cloudera Lineage AI Assistant
Lab: Optimize & Validate Using Live Lineage & Cloudera Lineage AI Assistant
Cloudera Connector Factory
Overview of Cloudera Connector Factory
Cloudera Connector Factory Instructions
Types of Templates
Log Troubleshooting & Extraction Validation
Demo: Cloudera Connector Factory
Managing Data Assets with the Knowledge Hub
Introduction to the Knowledge Hub and Insight Dashboard
Key Capabilities for Data Asset Management
Collaboration and Governance Features
Lab: Populating and Managing Assets in the Knowledge Hub
Navigating the Cloudera Data Lineage
Platform & Discovery Space
Cloudera Data Lineage User Interface Orientation
Introduction to the Automated Discovery Space
Lab: Navigating to Cloudera Data Lineage User Interface h Automated Discovery Space