Microsoft Power BI desktop for Business Intelligence and DAX

所在平台: Udemy

课程主页: https://www.udemy.com/course/microsoft-powerbi-for-business-analytics-and-intelligence/

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课程简介

课程名称:Microsoft Power BI桌面商业智能与DAX 课程简介: 该课程旨在帮助学员掌握Power BI这一强大的数据分析工具,为数据提供清晰可见的洞察力,帮助做出更好的业务决策。无论你是绝对初学者,还是希望超越Excel或静态报告的人,这个课程都将从零开始,帮助你掌握Power BI的实用技能。 想象你是在PizzaShop工作的商业智能分析师,负责将原始销售、客户和运营数据转化为精美的仪表板,以推动业务增长。课程内容将涵盖数据的清理、仪表板设计等,学习流程与现实商业中的BI专业人士使用的流程相同。 你将掌握的Power BI工作流程包括: 阶段一:连接与清理数据 - 将杂乱无章的数据变为可靠的数据集,掌握Power Query - 连接Excel文件、CSV、数据库及云数据 - 数据转换,包括合并、追加、透视与反透视 - 清理错误、空白及格式错误,无需编码 - 使用参数与查询折叠优化性能 阶段二:构建稳固的数据模型 - 学习如何建立清晰、高效的关系模型 - 理解表之间的关系,掌握事实表、维度表及星型模式 - 处理多对多关系、非活动关系与交叉过滤 - 掌握最新的复合模型、字段参数及直接查询 阶段三:DAX — 数据的思维 - DAX公式帮助发掘数据中隐藏的洞察力 - 掌握计算列、度量值和变量的使用 - 理解行上下文与过滤上下文,以及DAX的思维方式 - 时间智能计算,包括YTD、QTD、MTD、YOY比较等 - 学习逻辑与条件计算、排名与分段 阶段四:可视化与发布仪表板 - 通过交互式仪表板让数据变得生动,用瓷砖、下钻等功能提升用户体验 - 应用书签、工具提示和选择面板进行讲故事式仪表板设计 - 遵循最佳实践制作简洁、洞察力强的可视化设计 - 探索Power BI最新功能,包括动态视觉效果的字段参数、按钮导航等 课程结束后,学员将不仅“了解”Power BI,而是能像专业人士一样运用这一工具。你将能够自信地清理并准备复杂数据,建立正确的关系模型,撰写强大的DAX度量,设计出决策者喜爱的仪表板。此外,课程还将帮助你应用这些技能解决实际商业问题,最终获得一份展示你能力的作品集,为职业发展做好准备。

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What's this course about?Power BI isn't just a tool - it's a superpower for anyone who wants to make sense of data, spot patterns, and drive better decisions. Whether you're an absolute beginner or someone looking to move beyond just Excel or static reports, this course will get you job-ready with Power BI skills from scratch.This is not theory-heavy stuff. This is hands-on, practical, and built exactly like how things happen in real businesses.Your role - BI Analyst at PizzaShop!Imagine you're working as a Business Intelligence Analyst for PizzaShop, a growing pizzeria chain. Your job? Convert raw sales, customer, and operations data into stunning dashboards that help the business grow.From cleaning data to designing dashboards, you'll follow the same process that real BI professionals use in companies, startups, or consulting roles today.The Power BI Workflow You'll Master(Same steps used by real-world analysts!)Stage 1: Connecting & Cleaning DataThis is where you turn messy, unstructured data into clean, reliable datasets. Master Power Query - the heart of data preparation.Connect to Excel files, CSVs, databases, web data, cloud dataData transformations - merge, append, pivot, unpivotClean up errors, blanks, wrong formats - no coding needed!Use parameters & query folding for optimized performanceStage 2: Building a Solid Data ModelThis is where most beginners go wrong - but not you. Learn to build clean, efficient relational models.Create proper relationships between tablesUnderstand fact tables, dimension tables, and star schemaHandle many-to-many, inactive relationships, cross-filteringLearn the latest Composite Models, Field Parameters, and DirectQuery for Power BI datasets & AzureStage 3: DAX - Your Data's BrainDAX is where magic happens - formulas that unlock insights hidden deep in your data.Master calculated columns, measures, and variablesUnderstand Row context, Filter context, and how DAX actually thinksTime intelligence - YTD, QTD, MTD, YOY comparisons, moving averagesLogical & conditional calculations, ranking, segmentationLatest DAX features like Coalesce, EvaluateAndLog, and Lineage tagsStage 4: Visualising & Publishing DashboardsThis is where data comes alive - and your reports start impressing stakeholders.Build interactive dashboards with slicers, drill-downs, drill-throughsUse Bookmarks, Tooltips, and Selection Panes to create storytelling dashboardsApply best practices for clean, insightful visuals (No clutter, no confusion) Explore Power BI's latest features like Field Parameters for dynamic visuals, Button-driven navigation, and small multiplesPublish to Power BI Service, schedule refreshes, and share reports securelyBy the end of this course…You won't just "know" Power BI - you'll be using it like a pro.Confidently clean and prepare messy dataBuild relational models the right way Write powerful DAX measures that deliver insights Design dashboards that decision-makers actually love (and use) Apply your skills to real-world business problems - not textbook examplesThis isn't a crash course. This is career-ready learning.The PizzaShop Project is designed to feel like an actual job scenario. You'll walk away with a portfolio-ready project, practical skills, and confidence to tackle data problems in any business - whether it's a startup, MNC, or your own venture.

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