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所在平台: Udemy |
课程主页: https://www.udemy.com/course/mastering-data-governance/
课程评论：没有评论
Coursera课程《数据治理精通：数据管理最佳实践》旨在帮助学习者掌握组织内实施和管理有效数据治理所需的知识和技能。 **课程大纲概要：** * **第一单元：数据治理导论** * 数据治理的定义、重要性以及常见的挑战。 * **第二单元：数据治理框架介绍** * 涵盖DAMA、DCAM、CMMI、IBM、Sandford、Gartner等多种数据治理框架。 * **第三单元：全面数据治理** * 数据治理的实施方法、目标、业务驱动因素、活动及产出。 * **第四单元：数据治理运营模式** * 不同数据治理运营模式的类型，以及集中式模型的真实案例、结构、数据委员会及其成员的角色、责任、权利和义务。 * **第五单元：数据治理工具与技术** * 介绍数据治理工具，包括业务术语表和数据目录，并以IBM Governance Catalog为例展示业务术语表的演示。 * **第六单元：数据质量管理** * 理解数据质量，学习数据质量的衡量方法和实施方法。 * **第七单元：数据治理实施** * 数据治理实施指南，数据治理指标，数据治理路线图以及数据治理的变更管理。 * **第八单元：数据治理与合规** * 数据治理与法规遵从性，GDPR与数据治理，数据隐私最佳实践，数据安全核心原则。 * **第九单元：数据治理的未来趋势** * 数据治理实践的演变，人工智能和自动化在数据治理中的作用，以及云环境下的数据治理。 本课程将帮助您全面理解和掌握数据治理的最佳实践，以确保数据的质量、安全和合规性。
The "Mastering Data Governance: Best Practices for Effective Data Management" course is designed to equip learners with the knowledge and skills required to implement and manage effective data governance practices within an organization. Data governance is a critical component of modern data management, ensuring data quality, security, and compliance with regulatory requirements. This course covers a wide range of topics, from the fundamentals of data governance to advanced practices and emerging trends.Course Outline:Unit 1: Introduction to Data Governance•What Is Data Governance?•Why Is Data Governance Important?•Why Data Governance often falls short of expectations?Unit 2: Introduction to Data Governance Framework•The Data Governance Framework: DAMA, DCAM, CMMI, IBM, Sandford, GartnerUnit 3: Comprehensive Data Governance•Data Governance Implementation Approach•Data Governance Goals, Business Drivers, Activities, DeliverablesUnit 4: Data Governance Operating Model•Data Governance Operating Model Type•Centralized Data Governance Operating Model: Real Example•Structure•Roles & Responsibilities•Rights & DutiesOf Data Committee and MembersUnit 5: Data Governance Tools and Techniques•Data Governance Tools•Business & Data Glossary Catalog•Demo - Business Glossary with IBM Governance CatalogUnit 6: Data Quality Management•Understanding Data Quality•Measuring Data Quality•Data Quality Implementation ApproachUnit 7: Data Governance Implementation•Data Governance Implementation Guidelines•Data Governance Metrics•Data Governance Roadmap•Data Governance Change ManagementUnit 8: Data Governance and Compliance•Data Governance and Regulatory Compliance•GDPR and Data Governance•Data Privacy Best Practices•Data Security Core PrinciplesUnit 9: Future Trends in Data Governance•Evolving Data Governance Practices•The Role of AI and Automation•Data Governance in a Cloud Environment
