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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-integration-guide/
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课程名称：数据集成指南 课程概述：根据世界经济论坛的报告，截至2020年初，数字宇宙中的字节数量是可观测宇宙中恒星数量的40倍。因此，随着数据量和使用需求的不断增长，数据集成的重要性变得愈发突出。数据集成主要涉及不同系统和工具之间的数据交换。企业需要确保数据在其信息系统及外部世界（如互联网应用、交易伙伴）中及时准确地流通，以便快速响应市场需求、保持竞争力、缩短上市时间，并通过简化决策过程，实现数据驱动。 本课程将提供关于如何识别数据集成需求、如何架构解决方案、成功执行项目以及如何管理数据集成的全面指南，以带来实实在在的商业价值，支持企业发展。本课程的具体内容包括： - 数据集成的定义 - 数据集成的好处与商业价值 - 主要概念与特性 - 数据集成的范例与模式，包括：企业服务总线（ESB），提取-转换-加载（ETL），电子数据互换（EDI），应用程序接口（API），以及与数据库、文件、Web服务（SOAP、REST）、企业应用（如SAP）的数据集成连接器 - 安全性与技术架构 - 高可用性与数据加密 - 云部署 - 数据集成项目管理与运营 - 市场解决方案概览，包括专有软件与开源软件、解决方案组件、许可与定价模型 - 数据集成作为数字化转型的推动力 这门课程旨在提供全面的实用指南，帮助学员理解数据集成的各个方面。无论是首席信息官、首席数据官、分析主管，还是数据经理、企业架构师、数据工程师和数据科学家等，都能从中受益。此外，任何希望在数据领域发展并掌握这一重要技能的学生和专业人士也欢迎加入。 课程不要求有编程或数据库的先前经验，内容也不会偏向特定供应商，适合使用各种解决方案的学员，例如Informatica、Talend、Boomi等。无论您打算使用何种解决方案，本课程都将为您的学习之旅提供支持，并帮助您根据需求和约束做出明智的选择。 在整个课程期间，学员可以轻松联系讲师，解答疑问，获取个性化的学习体验。
According to the World Economic Forum, at the beginning of 2020, the number of bytes in the digital universe was 40 times bigger than the number of stars in the observable universe. With data volume and usages growing, the need for Data Integration is becoming more and more central topic.Data Integration is mainly about exchanging data across multiple systems and tools. Aligned with their business strategy, organizations need data to circulate timely and accurately through their information system and the external world (internet applications, trading partners..). This allows organizations to answer market needs, be competitive, reduce time to market, and become data driven by easing decision making processes.In this course, we are presenting a complete guide on how to identify your need of data integration, how you can architecture your solutions, execute successfully your projects and manage data integration overtime, all of this in order to bring tangible business value and to support your business. In more details we will address the following topics around Data Integration:What is Data Integration ?Data Integration Benefits & Business ValueMain Concepts & FeaturesData Integration Paradigms & Patterns, including,ESB, Enterprise Service BusETL, Extract Transform LoadEDI, Electronic Data InterchangeAPI, Application Programming InterfaceConnectors for Data IntegrationWith DatabasesWith FilesWith WebServices: SOAP, RESTWith Enterprise Applications like SAPSecurity and technical architectureHigh availabilityData Encryption Cloud DeploymentsData Integration ProjectsData Integration Run OperationsQuick Overview of market solutions Proprietary vs OpenSourceSolution componentsLicencing and pricing modelsData Integration as Enabler for Digital TransformationThis course is intended to be a complete practical guide to help you understand all the aspects around Data Integration. It can help you in your career and your current activities, by bringing a complete 360° overview on Data Integration topic.This course is intended to help:Chief Information OfficersChief Data OfficersChief Digital OfficersChief Analytics OfficerHead of DataHead of AnalyticsIT ManagersBusiness managers who work with DataData ManagersEnterprise ArchitectsData Project ManagersDigital Projects ManagersData AnalystsData SpecialistsData EngineersData ScientistsData ArchitectsData ModelersIT AuditorsInformation System Performance AnalystsAnd also, all students and professionals who want to benefit from the big market demand in Data and this important skill! No prior experience in Programming or Data Bases is needed to follow this course. This course is also vendor agnostic (and independent), whether you will work with solutions like Informatica, Talend, Boomi, OpenESB, Tibco ActiveMatrix, Mulesoft, IBM Websphere, Microsoft BizTalk or other, this course is generic enough to help you in your journey regardless of the solution you use or intend to use! It will even help you make the right choice based on your requirements and constraints.Throughout the course, you can easily contact the instructor for any questions you have to sharpen your knowledge and have tailored made learning experience!
