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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/data-integration-storage-migration-strategies
课程评论：没有评论
课程名称：《数据集成、数据存储与数据迁移》 课程概述：数据集成、数据存储和数据迁移是数据专业人士的核心技能。根据IoT Analytics的预测，到2030年，数据管理的需求将增长140%，这些技能因此备受欢迎！作为IBM数据管理专业证书的一部分，本课程将帮助有志于成为数据管理者的学员掌握雇主所需的基本技能。 课程内容： 1. **数据集成**： - 本模块分为三个部分，探讨数据集成的各个方面。 - 第一课：学习数据集成及其著名的实施模式。 - 第二课：研究数据连接器及其在有效数据集成中的重要性。 - 第三课：了解数据集成操作管理（DIOM）及相关问题，包括安全性、架构以及使用的工具。 2. **数据存储**： - 本模块同样由三个部分组成，探讨数据存储的各种方面。 - 第一课：数据存储概述及关键概念，包括文件、块、对象和混合存储架构及其使用场景。 - 第二课：聚焦云存储，因其在各行业的广泛应用。 - 第三课：学习备份的重要性及常见的备份技术。 3. **数据迁移与最终项目**： - 本模块涵盖数据迁移概念及相关术语。 - 第一课：关注迁移架构和不同的数据迁移流程。 - 第二课：了解数据迁移到组织数据中心的物理位置以及云间迁移。 - 最后，完成一个综合项目，让学生扮演虚构大型零售连锁店的初级数据迁移专家，协助首席架构师提出将传统系统中的数据迁移到统一数据湖的方案和过程。 通过本课程，学员将掌握数据集成、存储和迁移的最佳实践，为未来的数据管理职业打下坚实的基础。
Name:Data Integration
Description:In this module, you explore various aspects related to data integration in three lessons. In the first lesson, you examine data integration and consider well-known implementation patterns. In the second lesson, you study data connectors and their necessity for effectively integrating data. In the last lesson, you learn about data integration operations management (DIOM). Additionally in this lesson, you explore DIOM-related issues including security, architecture, and the tools used in the field.
Name:Data Storage
Description:In this module, you explore various aspects related to data storage in three lessons. You’ll begin the module with an overview of data storage and key concepts. You will explore file, block, object, and hybrid storage architectures and their use cases. The second lesson focuses on cloud storage due to its ubiquitous use across all industries. In the third lesson, you learn about the significance of backups and common backup techniques.
Name:Data Migration and Final Project
Description:In this module, you will explore data migration concepts, and related terminology. In lesson one, you will focus on migration architecture and differing processes to move data from one system to another. In the second lesson, you will learn about data moving to the physical location of an organization’s data centers as well as migration from one cloud to another. You will also complete a culminating project that ties together the topics you’ve learned in the course. In this scenario-based project, you take on the role of a junior data migration specialist at a fictional large retail chain. You will assist the lead architect in suggesting methods and processes to implement the provided data pipeline from legacy source systems to a unified data lake.
Data integration, data storage, and data migration are core skills for a data professionals. With data management projected to grow by 140% by 2030 (IoT Analytics), these skills are in hot demand! As part of the IBM Data Manager Professional Certificate, this Data Integration, Data Storage, and Data Migration Strategies gives aspiring data managers the essential skills employers are looking for. During this course, you’ll learn best practices and processes in these three key areas—data integr
