Analyzing Big Data with SQL

所在平台: CourseraArchive

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大学或机构: CourseraNew

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

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课程大纲

Orientation to SQL on Big Data
SQL SELECT Essentials
Filtering Data
Grouping and Aggregating Data

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课程详情

In this course, you'll get an in-depth look at the SQL SELECT statement and its main clauses. The course focuses on big data SQL engines Apache Hive and Apache Impala, but most of the information is applicable to SQL with traditional RDBMs as well; the instructor explicitly addresses differences for MySQL and PostgreSQL. By the end of the course, you will be able to • explore and navigate databases and tables using different tools; • understand the basics of SELECT statements; • understand how and why to filter results; • explore grouping and aggregation to answer analytic questions; • work with sorting and limiting results; and • combine multiple tables in different ways. 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分析大数据:在本课程中,您将深入了解SQL SELECT语句及其主要子句。该课程侧重于大数据SQL引擎Apache Hive和Apache Impala,但是大多数信息也适用于具有传统RDBM的SQL。讲师明确解决MySQL和PostgreSQL的差异。 在课程结束时,您将能够 •使用不同的工具浏览和浏览数据库和表格; •了解SELECT语句的基础; •了解如何以及为什么过滤结果; •探索分组和汇总以回答分析性问题; •处理排序和限制结果;和 •以不同的方式组合多个表。 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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