Foundations for Big Data Analysis with SQL

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课程主页: https://www.coursera.org/archive/foundations-big-data-analysis-sql

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课程大纲

Data and Databases
Relational Databases and SQL
Big Data
SQL Tools for Big Data Analysis

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In this course, you'll get a big-picture view of using SQL for big data, starting with an overview of data, database systems, and the common querying language (SQL). Then you'll learn the characteristics of big data and SQL tools for working on big data platforms. You'll also install an exercise environment (virtual machine) to be used through the specialization courses, and you'll have an opportunity to do some initial exploration of databases and tables in that environment. By the end of the course, you will be able to • distinguish operational from analytic databases, and understand how these are applied in big data; • understand how database and table design provides structures for working with data; • appreciate how differences in volume and variety of data affects your choice of an appropriate database system; • recognize the features and benefits of SQL dialects designed to work with big data systems for storage and analysis; and • explore databases and tables in a big data platform. To use the hands-on environment for this course, you need to download and install a virtual machine and the software on which to run it. Before continuing, be sure that you have access to a computer that meets the following hardware and software requirements: • Windows, macOS, or Linux operating system (iPads and Android tablets will not work) • 64-bit operating system (32-bit operating systems will not work) • 8 GB RAM or more • 25GB free disk space or more • Intel VT-x or AMD-V virtualization support enabled (on Mac computers with Intel processors, this is always enabled; on Windows and Linux computers, you might need to enable it in the BIOS) • For Windows XP computers only: You must have an unzip utility such as 7-Zip or WinZip installed (Windows XP’s built-in unzip utility will not work)

使用SQL进行大数据分析的基础:在本课程中,您将从概览数据,数据库系统和通用查询语言(SQL)开始获得使用SQL处理大数据的全景。然后,您将学习大数据的特性以及在大数据平台上工作的SQL工具。您还将安装一个练习环境(虚拟机),以通过专业课程来使用,并且您将有机会对该环境中的数据库和表进行一些初步探索。 在课程结束时,您将能够 •将运营数据库与分析数据库区分开来,并了解如何将其应用到大数据中; •了解数据库和表设计如何提供用于处理数据的结构; •了解数据量和数据种类的差异如何影响您对适当数据库系统的选择; •认识到设计用于大数据系统进行存储和分析的SQL方言的功能和优势;和 •在大数据平台上浏览数据库和表。 要在本课程中使用动手环境,您需要下载并安装虚拟机及其运行软件。在继续之前,请确保您有权访问满足以下硬件和软件要求的计算机: •Windows,macOS或Linux操作系统(iPad和Android平板电脑将无法使用) •64位操作系统(32位操作系统将无法运行) •8 GB RAM或更多 •25GB或更多的可用磁盘空间 •启用了Intel VT-x或AMD-V虚拟化支持(在具有Intel处理器的Mac计算机上,始终启用该功能; 在Windows和Linux计算机上,您可能需要在BIOS中启用它) •仅适用于Windows XP计算机:您必须安装了7-Zip或WinZip之类的解压缩实用程序(Windows XP的内置解压缩实用程序将无法使用)

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