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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/excel-data-analysis
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课程名称：Excel数据分析入门 课程概述： Excel在各行业中的应用非常广泛，是一款强大的数据分析工具，几乎所有的大小企业在日常运营中都使用Excel。本课程是对Excel使用的入门指导，旨在让学员掌握Excel的基本操作，以便在后续商业统计等更高级主题中能够灵活运用。课程针对两类学习者设计：一是对Excel几乎没有实际操作经验的人；二是那些经常使用Excel但仅停留于表面，想要提升技能的用户。课程内容从基本操作入手，例如将数据导入Excel并组织和处理数据，一直到一些更高级的功能。所有Excel功能的介绍都通过简单易懂的实例进行演示，以便学习者能够轻松理解并应用这些知识。 课程要求：学员需有Microsoft Excel 2010或更高版本的Windows版本。 课程内容概览： 第一周 模块1：电子表格入门 - 了解Excel电子表格及其基本数据功能 - 学习将数据以各种格式导入Excel - 熟悉Excel中的基本算数和逻辑函数 - 学习如何格式化行和列，使用公式及其绝对和相对引用的复制粘贴 第二周 模块2：组织数据的电子表格函数 - 探索用于组织和查询数据的Excel函数 - 学习IF及嵌套IF函数、VLOOKUP和HLOOKUP函数 - 使用RANDBETWEEN函数 第三周 模块3：过滤、数据透视表和图表入门 - 学习Excel的数据过滤功能 - 掌握如何设置数据过滤以选择性访问数据 - 了解强大的数据汇总工具：数据透视表，并初步学习Excel的图表功能 第四周 模块4：高级图形和图表制作 - 探索Excel中的各种高级图形和图表技术 - 从线图、条形图和饼图入手，了解数据透视图、散点图和直方图 - 学会理解这些图表并能独立构建它们 本课程帮助学员掌握使用Excel进行数据分析的基本技能，为后续更深入的学习打下坚实的基础。
Name:Introduction to Spreadsheets
Description:
Name:Spreadsheet Functions to Organize Data
Description:Introduction to some more useful functions such as the IF, nested IF, VLOOKUP and HLOOKUP functions in Excel.
Name:Introduction to Filtering, Pivot Tables, and Charts
Description:Introduction to the Data filtering capabilities of Excel, the construction of Pivot Tables to organize data and introduction to charts in Excel.
Name:Advanced Graphing and Charting
Description:Constructing various Line, Bar and Pie charts. Using the Pivot chart features of Excel. Understanding and constructing Histograms and Scatterplots.
The use of Excel is widespread in the industry. It is a very powerful data analysis tool and almost all big and small businesses use Excel in their day to day functioning. This is an introductory course in the use of Excel and is designed to give you a working knowledge of Excel with the aim of getting to use it for more advance topics in Business Statistics later. The course is designed keeping in mind two kinds of learners - those who have very little functional knowledge of Excel and those who use Excel regularly but at a peripheral level and wish to enhance their skills. The course takes you from basic operations such as reading data into excel using various data formats, organizing and manipulating data, to some of the more advanced functionality of Excel. All along, Excel functionality is introduced using easy to understand examples which are demonstrated in a way that learners can become comfortable in understanding and applying them. To successfully complete course assignments, students must have access to a Windows version of Microsoft Excel 2010 or later. ________________________________________ WEEK 1 Module 1: Introduction to Spreadsheets In this module, you will be introduced to the use of Excel spreadsheets and various basic data functions of Excel. Topics covered include: • Reading data into Excel using various formats • Basic functions in Excel, arithmetic as well as various logical functions • Formatting rows and columns • Using formulas in Excel and their copy and paste using absolute and relative referencing ________________________________________ WEEK 2 Module 2: Spreadsheet Functions to Organize Data This module introduces various Excel functions to organize and query data. Learners are introduced to the IF, nested IF, VLOOKUP and the HLOOKUP functions of Excel. Topics covered include: • IF and the nested IF functions • VLOOKUP and HLOOKUP • The RANDBETWEEN function ________________________________________ WEEK 3 Module 3: Introduction to Filtering, Pivot Tables, and Charts This module introduces various data filtering capabilities of Excel. You’ll learn how to set filters in data to selectively access data. A very powerful data summarizing tool, the Pivot Table, is also explained and we begin to introduce the charting feature of Excel. Topics covered include: • VLOOKUP across worksheets • Data filtering in Excel • Use of Pivot tables with categorical as well as numerical data • Introduction to the charting capability of Excel ________________________________________ WEEK 4 Module 4: Advanced Graphing and Charting This module explores various advanced graphing and charting techniques available in Excel. Starting with various line, bar and pie charts we introduce pivot charts, scatter plots and histograms. You will get to understand these various charts and get to build them on your own. Topics covered include • Line, Bar and Pie charts • Pivot charts • Scatter plots • Histograms
