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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/packt-alteryx-for-beginners-3trz1
课程评论：没有评论
课程名称：Alteryx初学者课程 课程概述：本课程将帮助您高效地使用Alteryx进行数据清理和分析。课程从Alteryx的介绍开始，涵盖软件的安装、用户界面以及从Excel和CSV文件进行数据导入/导出。 您将探索准备标签中的数据清理与过滤，并了解连接标签的作用。课程还包括如何使用解析和转换标签，以及利用报告标签进行展示。此外，您还将学习文档标签的工具和功能。 课程大纲: 1. **课程介绍**：了解Alteryx的基础知识、下载安装步骤及用户界面。 2. **数据导入与导出**：学习如何处理Excel、CSV等多种文件格式，掌握高效的数据导入和导出方法。 3. **基本数据准备工具**：学习排序、去重和选择重要字段的基础工具。 4. **其他数据准备工具及高级清理工具**：掌握高级数据清理和准备工具，包括数据插补和生成记录行。 5. **过滤器与函数**：专注于使用过滤器和函数来操作和优化数据的技巧。 6. **Alteryx连接**：掌握连接不同数据源的技术，包括联合、连接工具及高级连接方法。 7. **Alteryx解析**：学习如何将文本分列、使用正则表达式进行复杂数据提取。 8. **Alteryx转换标签**：掌握数据操作和汇总的转换工具。 9. **Alteryx报告标签**：学习创建和格式化表格、图表等视觉元素的能力。 10. **Alteryx文档标签**：探讨如何使用文档功能清晰地记录工作流程。 11. **Alteryx空间分析**：介绍空间分析工具的使用，帮助进行地理数据分析。 12. **Alteryx帮助资源**：了解可用的帮助资源和认证准备。 13. **Alteryx案例研究**：通过实际案例学习Alteryx在复杂数据操作中的应用。 此课程将为您提供使用Alteryx进行数据分析和管理的全面技能和实践经验。
Name:Introduction to the Course
Description:In this module, we will lay the groundwork for your journey into Alteryx. You'll start with a broad overview of what Alteryx is and its primary uses, followed by a step-by-step guide to downloading and installing the software. Finally, we will explore the user interface to familiarize you with the layout and basic functions.
Name:Import and Export
Description:In this module, we will delve into the essentials of importing and exporting data in Alteryx. You will learn how to handle different file formats such as Excel, CSV, and text files, and discover efficient methods for combining multiple files. Additionally, we'll cover exporting your data and workflows, ensuring you can seamlessly integrate Alteryx into your data management processes.
Name:Basic Data Preparation Tools
Description:In this module, we will introduce you to the fundamental tools necessary for basic data preparation in Alteryx. You'll learn how to sort data, remove duplicates, and select important data fields. We will also cover tools that help in automatically adjusting field types and adding unique identifiers to your data records.
Name:Other Data Preparation Tools and Advanced Cleaning Tools
Description:In this module, we will explore advanced data preparation and cleaning tools in Alteryx. You'll learn to use various tools for data cleansing, including imputation and generating rows. Additionally, we'll cover different sampling methods to create representative data subsets and ensure your data is clean and well-organized.
Name:Filters and Functions
Description:In this module, we will focus on the use of filters and functions in Alteryx to manipulate and refine data. You'll gain expertise in filtering data, applying text and date functions, and using conditional and numerical functions. We'll also cover advanced techniques such as multi-field binning and multi-row formulas to enhance your data analysis capabilities.
Name:Alteryx Joins
Description:In this module, we will examine the various join techniques available in Alteryx. You'll learn to combine data from different sources using union and join tools. We will also cover advanced join methods, such as those that mimic VLOOKUP, and techniques for appending fields and fuzzy matching to ensure comprehensive data consolidation.
Name:Alteryx Parse
Description:In this module, we will explore parsing tools in Alteryx. You'll learn to split text into columns, use regular expressions for complex data extraction, and handle date and time data accurately. These skills will help you prepare and transform raw data for analysis more effectively.
Name:Alteryx Transform Tab
Description:In this module, we will cover transformation tools in Alteryx that allow you to manipulate and summarize your data. You'll learn to count records, create summaries, calculate running totals, and use transpose and cross-tab tools to reshape your data for better analysis.
Name:Alteryx Reporting Tab
Description:In this module, we will focus on the reporting capabilities in Alteryx. You'll learn to create and format tables, pie charts, bar charts, and other visual elements. We will also cover layout tools and rendering techniques to produce professional reports suitable for presentation.
Name:Alteryx Documentation Tab
Description:In this module, we will explore the documentation features in Alteryx. You'll learn to use tool containers, comment boxes, and explorer boxes to document your workflows thoroughly, ensuring clarity and organization in your data processes.
Name:Alteryx Spatial
Description:In this module, we will introduce spatial analytics in Alteryx. You'll learn to create spatial objects, build polygons, and calculate distances. We will also cover tools for defining trade areas and finding the nearest locations, enhancing your ability to analyze geographic data.
Name:Alteryx Help
Description:In this module, we will guide you through the various help resources available in Alteryx. You'll learn how to utilize the help search, access free webinars, participate in weekly challenges, and prepare for Alteryx certification to further your learning and validate your skills.
Name:Alteryx Case Studies
Description:In this module, we will present real-world case studies that demonstrate the practical application of Alteryx skills. You'll work through scenarios involving complex data operations, such as combining multiple files and splitting data into different formats. These case studies will help reinforce your learning and provide hands-on experience in using Alteryx for data analysis.
This course will help you perform data cleansing and analysis efficiently using Alteryx. Starting with an introduction to Alteryx, it covers installation, user interface, and data import/export from Excel and CSV files. You'll explore data cleansing and filtering using the Preparation tab, and understand the role of the Join tab. The course also covers working with the Parse and Transform tabs and utilizing the Reporting tab. Additionally, you'll learn about the Documentation tab's tools and r
