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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-steward-certification/
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课程名称：数据管理认证：学习数据治理 Collibra 课程概述：数据管理认证平台 - 数据质量与可观察性是一个强大的工具，它利用先进的数据科学和机器学习技术，主动管理数据质量。通过观察而非手动输入来检测数据问题，该平台显著缩短了发现问题所需的时间，从几个月缩短到几分钟。本课程专为完全初学者设计，无需具备使用数据管理平台的经验。我们关注平台的核心功能，提供简单易懂的介绍，而不会让你感到信息量过于庞大。 课程内容包括： - 平台接口导航 - 基本术语（社区、领域、资产、资产类型等） - 连接数据源 - 数据的导入与导出 - 分配验证和数据质量规则 - 理解业务术语表和数据字典 - 通过数据帮助台提出问题 - 资产分配和图示视图 - 来自动车和银行行业的案例研究 - 执行数据质量作业 - 理解数据质量评分 - 监测数据源及数据形状/格式 - 识别数据异常并应用数据规则 - 利用调度、评分卡和探索工具 - 生成报告和管理警报 - 管理选项及最佳实践 本课程非常适合对数据管理认证和数据质量与可观察性平台完全陌生的初学者。如果你曾使用过数据管理平台，可能会觉得内容过于基础。然而，对于刚入门的学习者来说，本课程提供了良好的基础，并附带有价值的提示和技巧，帮助你在更深入学习中提升理解。 这门综合性课程旨在为数据专业人士提供有效实施和管理数据治理的知识和实践技能，特别是在使用 Collibra 平台时。课程涵盖基础和高级主题，深入探讨 Collibra 的核心功能，包括数据管理、目录管理、政策管理、工作流开发及集成技术。参与者将通过现实案例获得实战经验，学习如何导航 Collibra 数据智能云，配置领域和资产，定义业务术语表，使用 BPMN 和 Groovy 构建工作流，并通过 REST API 与外部系统集成。课程还重点关注数据治理在合规性、数据质量和企业环境决策中的作用。 课程结束时，学习者将能够： - 理解 Collibra 的架构、核心概念和运营模式 - 建模和管理元数据、数据政策和业务术语 - 使用 Groovy 和 BPMN 实施自定义工作流和自动化 - 利用 Collibra API 与数据目录、ETL 工具和报告平台进行集成 - 促进业务和技术团队之间的合作，提升数据管理效率 准备好开始了吗？今天就报名，让我们在第一课见！
Get Started with Data Steward Certification Platform: Data Quality & Observability - A Beginner's GuideThe Data Steward Certification Platform - Data Quality & Observability is a powerful tool that leverages advanced Data Science and Machine Learning to proactively manage data quality. By enabling data issue detection through observation rather than manual input, it dramatically reduces the time needed to surface problems-from months to mere minutes.This course is tailored for absolute beginners who have never used a data stewardship platform for Data Quality & Observability. We focus on the platform's core features, providing a straightforward introduction without overwhelming you with advanced details. If you're looking for an in-depth, advanced course, this one may not be for you.What You'll Learn:Navigating the platform interfaceBasic terms (Community, Domain, Asset, Asset Types, etc.)Connecting to data sourcesImporting and exporting dataAssigning validation and data quality rulesUnderstanding the Business Glossary and Data DictionaryRaising issues through a Data HelpdeskAsset assignment and diagram viewsCase studies in the EV and Banking sectorsRunning data quality jobsUnderstanding data quality scoringMonitoring sources and data shapes/formattingIdentifying data outliers and applying data rulesUtilizing scheduling, scorecards, and exploration toolsGenerating reports and managing alertsAdmin options and best practicesThis course is ideal for beginners who are completely new to Data Steward Certification and Data Quality & Observability platforms. If you've previously worked with a data stewardship platform, you may find the material too basic. However, if you're just starting out, this course provides a great foundation. Plus, you'll receive valuable tips and tricks to deepen your understanding as you advance.This comprehensive course is designed to equip data professionals with the knowledge and hands-on skills needed to effectively implement and manage data governance using the Collibra platform. Covering both foundational and advanced topics, the course provides deep insights into Collibra's core capabilities, including data stewardship, cataloging, policy management, workflow development, and integration techniques.Participants will gain practical experience with real-world scenarios to learn how to navigate the Collibra Data Intelligence Cloud, configure domains and assets, define business glossaries, build workflows using BPMN and Groovy, and integrate Collibra with external systems via REST APIs. The course also focuses on the role of data governance in compliance, data quality, and decision-making across enterprise environments.By the end of the course, learners will be able to:Understand Collibra's architecture, core concepts, and operating modelModel and manage metadata, data policies, and business termsImplement custom workflows and automation using Groovy and BPMNLeverage the Collibra API for integration with data catalogs, ETL tools, and reporting platformsEnable collaboration across business and technical teams for improved data stewardshipReady to dive in? Enroll today and I'll see you in the first lesson!Let me know if you want this reworded for a specific platform like Ataccama, Informatica, or Talend-I can tailor it accordingly!
