Description
Introduction of Data Governance and Compliance with Talend:
Data Governance and Compliance with Talend for effective data governance is essential for ensuring data integrity, security, and compliance with regulatory requirements. This course is designed for data governance professionals, IT managers, and data stewards who want to master data governance using Talend. Participants will learn how to implement and manage data governance strategies, enforce data security, and ensure compliance with industry regulations. The course will cover Talend’s tools and features for data governance, including data lineage, metadata management, and access controls. By the end of this course, participants will be equipped to develop and enforce data governance policies effectively using Talend.
Prerequisites:
- Completion of Talend Fundamentals: Getting Started with Data Integration or equivalent experience with Talend.
- Basic understanding of data governance principles and practices.
- Experience with data management and data integration processes.
- Familiarity with regulatory requirements and data security concepts.
Table of Content:
- Introduction
1.1. Overview of data governance and its importance
1.2. Key components of data governance: data quality, data security, and compliance
1.3. Introduction to regulatory requirements (e.g., GDPR, HIPAA, CCPA)
1.4. Talend’s role in data governance and compliance - Configuring Talend for Data Governance
2.1. Setting up Talend for data governance activities
2.2. Overview of Talend’s data governance features and tools
2.3. Integrating data governance components within Talend Studio
2.4. Navigating Talend’s Data Governance Console and tools - Implementing Data Lineage and Metadata Management
3.1. Understanding data lineage and its significance
3.2. Using Talend’s metadata management features (e.g., Talend Data Catalog)
3.3. Tracking data lineage and impact analysis with Talend
3.4. Managing and documenting metadata for governance - Enforcing Data Security and Access Controls
4.1. Implementing data security measures using Talend
4.2. Configuring access controls and user permissions
4.3. Securing sensitive data through encryption and masking
4.4. Auditing and monitoring data access and usage - Data Classification and Privacy Management
5.1. Classifying data for governance and compliance purposes
5.2. Using Talend for data classification and privacy management
5.3. Implementing data masking and anonymization techniques
5.4. Ensuring compliance with data privacy regulations - Compliance Monitoring and Reporting
6.1. Setting up compliance monitoring processes with Talend
6.2. Generating compliance reports and documentation
6.3. Using Talend for audit trails and data governance reporting
6.4. Implementing automated compliance checks and alerts - Data Governance Policies and Best Practices
7.1. Developing and implementing data governance policies
7.2. Best practices for data governance and compliance management
7.3. Establishing data stewardship and governance roles
7.4. Ensuring ongoing governance and continuous improvement - Case Studies and Real-World Applications
8.1. Reviewing case studies of successful data governance implementations
8.2. Analyzing challenges and solutions in data governance projects
8.3. Best practices and lessons learned from industry experts
8.4. Exploring innovative approaches to data governance and compliance - Final Project: Implementing a Data Governance Solution
9.1. Designing and developing a comprehensive data governance solution using Talend
9.2. Implementing data lineage, metadata management, security, and compliance measures
9.3. Demonstrating governance policies, monitoring, and reporting
9.4. Presenting and evaluating project outcomes and solutions - Conclusion and Next Steps
10.1. Recap of key concepts and techniques covered in the course
10.2. Additional resources for continued learning and certification
10.3. Career development opportunities in data governance and compliance
10.4. Staying updated with Talend features and industry trends
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