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所在平台: Udemy |
课程主页: https://www.udemy.com/course/excel-for-smart-analysts/
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**Coursera课程总结：Excel for Analysts** 本课程“Excel for Analysts”旨在为数据分析师提供一套全面的Excel技能，涵盖了从处理大型工作表到高级数据分析工具的广泛内容。 **第一部分：大型工作表入门** 本部分将引导学员熟悉Excel大型工作表的基本操作，教授高效的导航技巧、数据查看方法，以及管理和打印大型工作簿的策略。此外，还会讲解多工作表的协作以及数据格式化与筛选的高级技术。 **第二部分：函数应用** 此部分深入探讨Excel的强大函数功能。从函数概览开始，学员将学习逻辑函数（IF、SUMIFs、AVERAGEIFs、COUNTIFs、OR、AND、NOT），日期函数，以及一系列文本函数。同时，课程还将教授绝对引用、常用的查找函数（HLOOKUP、VLOOKUP、XLOOKUP），以及更高级的INDEX+MATCH组合应用。 **第三部分：数据工具** 最后一部分将介绍Excel内置的各种数据工具。学员将学习Scenario Manager和Goal Seek进行预测和目标设定，掌握Data Validation确保数据完整性。课程还会讲解单元格引用、追踪前后依赖关系、Watch Window等高级功能，以及表格格式化、PivotTables（数据透视表）的创建和操作。此外，还将教授从网页导入数据以及使用Analysis Toolpack进行专业分析（如直方图和回归分析）。最后，通过两部分内容，学员将学会创建和定制各类图表，以实现有效的数据可视化。 总而言之，本课程将使分析师能够熟练运用Excel进行数据处理、深入分析和专业报告。
Course Description: Excel for AnalystsSection 1: Introduction to Large WorksheetsLecture 1: Introduction (Preview enabled) - Get acquainted with the basics of handling large worksheets in Excel, setting the foundation for advanced data analysis.Lecture 2: Navigating Excel - Learn efficient ways to navigate through large datasets in Excel.Lecture 3: Viewing Data - Techniques for effectively viewing and interpreting data.Lecture 4: Viewing Large Workbooks - Strategies for managing and navigating large Excel workbooks.Lecture 5: Printing Large Workbooks - Master the nuances of printing large and complex Excel workbooks.Lecture 6: Multiple Worksheets - Understand the dynamics of working with multiple worksheets and how to link them effectively.Lecture 7: Formatting and Filtering Data - Learn advanced techniques in formatting and filtering data for clearer analysis.Section 2: FunctionsLecture 8: Functions Overview - An introduction to the vast array of functions available in Excel.Lecture 9: Logic Functions 1 - Dive into IF functions and embedded IF functions.Lecture 10: Logic Functions 2 - Explore SUMIFs, AVERAGEIFs, COUNTIFs, and logical operators like OR, AND, NOT.Lecture 11: Working With Dates - Master the complexities of handling dates in Excel.Lecture 12-14: TEXT Functions Parts 1-3 - A three-part series delving deep into the TEXT functions of Excel.Lecture 15: Absolute Referencing - Understand the importance and application of absolute referencing in Excel.Lecture 16: HLOOKUP, VLOOKUP, and XLOOKUP - Learn the key lookup functions for data analysis.Lecture 17: INDEX + MATCH - Advanced techniques combining INDEX and MATCH functions for sophisticated data retrieval.Section 3: Data ToolsLecture 18: Intro to Data Tools - Introduction to various data tools available in Excel for advanced analysis.Lecture 19: Scenario Manager - Learn to use the Scenario Manager for forecasting and analysis.Lecture 20: Goal Seek - Master the Goal Seek function for solving equations and achieving target values.Lecture 21: Data Validation - Techniques for ensuring data integrity through validation.Lecture 22: Cell References, Trace Precedents and Dependents, and Watch Window - Explore advanced features for tracking and analyzing data relationships.Lecture 23: Formatting Tables - Learn to format tables for better readability and analysis.Lecture 24: Pivot Tables - Comprehensive guide to creating and manipulating pivot tables.Lecture 25: Importing Data from the Web - Techniques for importing web data to create tables and pivot tables.Lecture 26-27: Charts Parts 1 and 2 - A two-part series on creating and customizing charts for data visualization.Lecture 28: Analysis Toolpack - Histograms - Utilize the Analysis Toolpack for creating histograms.Lecture 29: Analysis Toolpack - Regression - Learn regression analysis using Excel's Analysis Toolpack.This course is designed to equip analysts with a comprehensive understanding of Excel's capabilities, ensuring proficiency in data handling, analysis, and reporting.
