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所在平台: Udemy |
课程主页: https://www.udemy.com/course/business-intelligence-and-advanced-analytics-with-tableau/
课程评论：没有评论
**课程名称：** Tableau 商业智能与高级分析 **课程概述：** 本课程是一份 Tableau 的分步指南，旨在将您培养成一名熟练的数据可视化专家。从安装和基础操作开始，您将逐步学习创建仪表板、图表、过滤器、地图，以及市场篮子分析等高级分析。课程包含大量实践练习，确保您获得实际经验和信心，能够应对真实世界的数据可视化项目。 **章节内容概要：** * **第一章：导言** 介绍 Tableau 及其在现代数据可视化中的能力，为探索软件的全部潜力奠定基础。 * **第二章：安装** 学习 Tableau 的优势，并提供分步安装说明，帮助您开始使用该工具。 * **第三章：图表与视图** 掌握连接数据和导航 Tableau 界面的基础知识，学习制作您的第一个图表以有效可视化数据。 * **第四章：过滤器** 学习过滤技术，包括嵌套过滤器和上下文过滤器。通过销售、利润和产品分析等实际示例，学习组织和优化数据。 * **第五章：日期** 探索 Tableau 的日期函数，学习分析随时间变化的销售和利润趋势。利用双轴图表实现分层洞察。 * **第六章：地图** 深入了解 Tableau 的地理空间数据可视化能力。通过区域代码可视化销售和预算，并使用自定义图像和高级指标增强地图。 * **第七章：仪表板** 创建能够讲述引人入胜故事的动态仪表板。学习设计工作表、添加图像和按钮，以及进行最后的润色，交付专业、精美的仪表板。 * **第八章：市场篮子分析** 发现市场篮子分析的强大功能，并在 Tableau 中实现它。分析客户购买模式并提取可操作的见解。 * **第九章：图表进阶** 学习制作各种高级图表，如饼图、甜甜圈图、树状图、热力图、词云图和瀑布图。本章强调数据叙述的创造性。 * **第十章：直方图** 利用直方图分析数据分布。探索销售、订单和折扣等指标，同时优化您的可视化效果以提高清晰度和影响力。 **课程总结：** 完成本课程后，您将掌握利用 Tableau 进行强大的数据可视化和叙事性展示的技能。无论用于个人项目还是专业任务，您都将能够将数据转化为有影响力的视觉效果。
Course IntroductionThis course is a step-by-step guide to Tableau, designed to transform you into a proficient data visualization expert. Beginning with installation and basic operations, you'll progress through creating dashboards, charts, filters, maps, and advanced analytics like market basket analysis. The course is packed with hands-on exercises, ensuring you gain practical experience and confidence to handle real-world data visualization projects.Section-wise WriteupSection 1: IntroductionGet introduced to Tableau and its capabilities in modern data visualization. This section sets the stage for exploring the software's full potential.Section 2: InstallationLearn the benefits of Tableau and step-by-step installation instructions to get started with the tool.Section 3: Plots and ChartsUnderstand the fundamentals of connecting data and navigating Tableau's layout. Learn to build your first plots and charts to visualize data effectively.Section 4: FilteringMaster filtering techniques, including nested and context filters. Learn to organize and refine your data with practical examples like sales, profit, and product analysis.Section 5: DatesExplore Tableau's date functions and learn to analyze sales and profit trends over time. Leverage dual-axis charts for layered insights.Section 6: MapsDive into geospatial data with Tableau's mapping capabilities. Visualize sales and budgets by area codes and enhance maps with custom images and advanced metrics.Section 7: DashboardsCreate dynamic dashboards that tell compelling stories. Learn to design worksheets, add images and buttons, and put finishing touches to deliver polished, professional dashboards.Section 8: Market Basket AnalysisDiscover the power of market basket analysis and implement it within Tableau. Analyze customer buying patterns and extract actionable insights.Section 9: ChartsBuild a variety of advanced charts like pie, donut, tree maps, heat maps, word clouds, and waterfall charts. This section emphasizes creativity in data storytelling.Section 10: HistogramAnalyze data distributions with histograms. Explore metrics like sales, orders, and discounts while refining your visualizations for clarity and impact.ConclusionBy the end of this course, you'll have the skills to leverage Tableau for powerful data visualization and storytelling. Whether for personal projects or professional tasks, you'll be equipped to turn data into impactful visuals.
