Module 04 · Data literacy for Data Science (Optional)
Lesson Overview: Data Literacy课时概览：数据素养
In the "Data Literacy" lesson, you'll dive into the fundamental aspects of data through a series of instructional videos. You'll gain insights into data collection, organization, and the distinctions between Relational Database Management Systems (RDBMS) and NoSQL databases. Additionally, you'll navigate the world of Data Marts, Data Lakes, ETL processes, and Data Pipelines. The lesson ends with a summary video, ensuring you grasp essential data concepts.
在“数据素养”课程中，您将通过一系列教学视频深入探讨数据的基本方面。您将了解数据收集、组织，以及关系型数据库管理系统（RDBMS）与 NoSQL 数据库的区别。此外，您还将探索数据集市、数据湖、ETL 过程和数据管道的世界。课程以一个总结视频结束，确保您掌握基本的数据概念。
| Asset name and type 资产名称和类型 | Description 描述 |
|---|---|
| “Data Collection and Organization” video “数据收集与组织”视频 |
Explore the fundamentals of collecting and organizing data in this instructional video. 通过这个教学视频，探索收集和组织数据的基础知识。 |
| “Relational Database Management System” video “关系型数据库管理系统”视频 |
Gain insights into the workings of Relational Database Management Systems (RDBMS) through this informative video. 通过这个信息丰富的视频，深入了解关系型数据库管理系统（RDBMS）的运作机制。 |
| “NoSQL” video “NoSQL”视频 | Delve into NoSQL databases and their unique characteristics in this video. 通过这个视频，深入探讨 NoSQL 数据库及其独特特性。 |
| “Data Marts, Data Lakes, ETL, and Data Pipelines” video “数据集市、数据湖、ETL 和数据管道”视频 |
Learn about Data Marts, Data Lakes, ETL processes, and Data Pipelines in this comprehensive video. 本视频全面介绍了数据集市、数据湖、ETL 流程和数据管道。 |
| “Considerations for Choice of Data Repository” video “数据存储库选择考量”视频 |
Discover key factors to consider when selecting a data repository in this video. 本视频探讨了选择数据存储库时应考虑的关键因素。 |
| “Data Integration Platforms” video “数据集成平台”视频 |
Explore the role and significance of Data Integration Platforms through this enlightening video. 探索数据集成平台的作用和意义，通过这个启发性的视频。 |
| Practice quiz 练习测验 | Test your knowledge of Data Integration Platforms with this practice quiz. 通过这个练习测验，测试您对数据集成平台的知识。 |
| “Lesson Summary” video “课程总结”视频 | Recap the key points from this lesson. 回顾本节课的重点内容。 |
| Practice quiz 练习测验 | Take a practice quiz to assess your comprehension of data literacy. 通过练习测验，评估您对数据素养的理解程度。 |
| Glossary 术语表 | Access a comprehensive glossary that defines and clarifies key data literacy terms relevant to the field of data science. 访问一个全面的词汇表，它定义并阐明与数据科学领域相关的关键数据素养术语。 |
| “Summary” reading “摘要”阅读 | Summarize the essential concepts and insights enhancing your understanding of data literacy within the context of data science. 总结数据科学背景下提升数据素养的关键概念和洞见。 |