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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-architecture-big-data-architecture-data-mesh-database-management/
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课程名称：数据架构基础课程 2.0（101级） 课程概述： 数据架构基础课程 2.0（101级）旨在帮助学员理解数据架构的基本概念及其重要性。数据架构是一套规则、政策、标准和模型，决定了在组织及其数据库系统中收集、使用、存储、管理和集成数据的方式。该课程强调信息技术系统和应用程序如何创建和管理数据流，并处理相关数据的过程。 课程内容涵盖休眠数据、流动数据、数据集及其与数据依赖的过程和应用之间的关系，强调组织的数据获取和管理战略，包括主要数据实体、类型和来源。数据架构师负责设计、创建、部署和管理数据架构。 数据架构在现代组织中至关重要，主要体现在：帮助更好地理解数据、管理数据的整个生命周期以及开发和实施结构化的数据管理系统。企业数据架构由三个层次构成： 1. 数据概念/业务模型：包括所有数据实体并提供语义模型。 2. 数据逻辑/系统模型：描述数据实体之间的链接关系。 3. 物理/技术模型：实现特定过程和功能的底层技术基础设施。 本课程涵盖的五个主要主题包括： 1. 数据架构 2.0 的定义及其相关性； 2. 数据架构的类型、层次、框架及数据库管理系统的概述； 3. 数据架构 2.0 的功能、原则和模式； 4. 企业与商业智能的数据架构； 5. 成为数据架构师所需的职业发展路径和技能概况。 通过本课程的学习，学员将获得建立和管理有效数据架构所需的基本知识和技能。
Fundamental Course of Data Architecture 2.0 (101 level)How Do I Understand Data Architecture?Data architecture is a set of rules, policies, standards, and models that determine what type of data is collected, how it's used, stored, managed and integrated within an organization and its database systems. An organization's IT systems and applications are able to create and manage data flows and how they are processed.There are a lot of processes and methodologies that address data at rest, data in motion, data sets, and how they relate to data-dependent processes and applications. An organization's data sourcing and management strategy should include the primary data entities, types, and sources. A data architect usually designs, creates, deploys and manages data architecture.Data architecture is imperative for many reasons, including: Helps you better understand your data. Describes how to manage data from initial capture to information consumption. Develops and implements a structured data management system.Three layers make up enterprise data architecture:· Data conceptual/business model: Includes all data entities and provides a semantic model· Data logical/system model: Describes how data entities are linked up· The physical/technology model is how a specific process and functionality are implemented on the underlying technology infrastructure.There are 5 main topics I'd like to teach in this Fundamental Course of Data Architecture 2.0 (101 level):1. What Data Architecture 2.0 is and why it's relevant2. An overview of types, layers, frameworks, and DBMSs3. Data Architecture 2.0: Functions, Principles, and Patterns4. The Data Architecture of Business and Business Intelligence5. An overview of the career path and skills you'll need to become a data architect
