Metadata Management Fundamentals

所在平台: Udemy

课程主页: https://www.udemy.com/course/metadata-management-fundamentals/

课程评论:没有评论

第一个写评论        关注课程

课程简介

课程名称:元数据管理基础 概述:本课程旨在帮助学员了解元数据管理的基本概念以及在企业层面建立元数据管理计划的重要性。元数据管理的实施可以实现数据资产的发现、有效的目录管理、资源识别及其标准定义,重要的是能够让企业资产实现自助服务。在数据种类繁多且数量庞大的背景下,组织企业数据资产显得尤为重要。通常情况下,企业的元数据存储在文档或Excel表格中,这些数据往往过时且不够全面。而通过元数据可以更高效地定义、构建数据血缘及关系,实现可追溯性,帮助企业的数据使用者轻松查找数据、了解数据所属系统及数据的拥有者或管理者。 投资于元数据管理和开发可以带来多方面的好处,包括: 1. 简化数据发现及历史记录,形成企业范围内的内容丰富的数据记录。 2. 通过有效管理元数据,组织能够创建数据库存,以了解数据在生命周期中的转变、涵义、格式与位置。 3. 通过数据重用提高一致性,增加生产力,减少项目实施所需时间。 4. 保存由于缺乏文档而流失的员工知识,确保企业在员工离职后仍能保留业务规则、定义等关键信息。 5. 提高业务用户对数据的信心,通过追踪数据血缘为业务用户提供重要的上下文信息。 6. 改善IT在开发、影响分析、数据集成及变更管理等方面的表现,促进业务与IT之间的合作,降低系统实施的总成本。 总之,元数据管理帮助IT理解现有数据的内容与位置,简化信息复杂性,提高项目管理的准确性。该课程将为希望在数据管理领域深入发展的学员提供基础知识与技能。

课程评论(0条)

课程详情

Let's get started with the basics of Metadata Management. Setting up the Metadata Management initiative at the enterprise level serves a variety of purposes. Data Asset discovery, effective cataloging, identifying resources, defining them by criteria, bringing similar resources together and the most important of them all is to have a Self Service approach to the enterprise assets. It also is an effective means of organizing enterprise data assets, which is the need of the hour considering the huge variety and volumes of data and new ways of doing business online. Typically, all the metadata is stored in documents or excel sheets which are not usually up to date just for the namesake and these documents do not really have what one needs. A more efficient way is to use metadata to define, build lineage, relationships and create trace-ability so that the enterprise data citizens can easily find the data, the systems in which the data resides and the owners or stewards of the data. Investing in metadata management/development have a lot of benefits:Simplify data discovery and history of the data with a record of content-rich data across the enterprise. Most of the enterprises have to manage increasingly complex systems in various locations and on varied platforms. By managing metadata effectively, organizations can create an inventory of its data and learn about its transformation across the life cycle, along with the variety of meaning and formats, and locations of each data object.Drive consistency through data reuse, to increase productivity and reduce time needed for project implementation. A managed metadata environment serves as the most effective way to identify the appropriate data elements / objects needed for any use. Metadata Management allows companies to retire unused storage, reducing costs, and reducing time that was spent in deciding among "possibly correct" variations of an attribute.Retain staff knowledge that is lost when business rules, definitions and other forms of metadata are not documented. Often, business metadata remains only in the minds of certain employees. When these individuals leave the company, this knowledge disappears with them. Implementing an enterprise approach to managing metadata preserves this knowledge and reduces the risk of losing valuable contextual knowledge.Increase confidence in the data delivered to business users. Tracking data lineage provides important context to business users. Profiling data in source systems by business data stewards and IT staff can resolve data errors, which will result in accurate, reliable, high-quality data presented in reports, queries and analytics.Improve IT performance in development, impact analysis, data integration, change management, etc… All of these enhancements will enable greater cooperation between business and IT, and ultimately lower total costs of any systems initiative. Metadata helps IT understand what data exists, where it is located, and what it means, minimizing information complexity. The ability to assess the impact of potential changes based on improved knowledge of the data can help managers estimate project duration and resource costs more accurately.

课程标签

0人关注该课程

主题相关的课程