|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/microsoft-power-bi-with-mastery-over-power-bi-desktop/
课程评论:没有评论
课程名称:使用 Power BI 的商业智能与数据可视化 课程概述:欢迎参加 Uplatz 的 Power BI 课程。Power BI 是由微软提供的商业智能平台,为非技术商业用户提供数据聚合、分析、可视化和共享的工具。Power BI 的用户界面对熟悉 Excel 的用户来说非常直观,其与其他微软产品的深度集成使其成为一个灵活的自助工具,几乎无需前期培训。Power BI 实质上是一个集合的名称,涵盖了一系列基于云的应用和服务,帮助组织从多种来源整理、管理和分析数据,通过用户友好的界面呈现。其主要功能是将数据汇聚并处理,生成易于理解的洞察,通过视觉上引人入胜和易于处理的图表和图形,使用户能够生成并共享清晰、有用的业务快照。 Power BI 可连接多种数据来源,包括基本的 Excel 电子表格、数据库以及云和本地应用。Power BI 可以指代 Windows 桌面应用程序 Power BI Desktop、基于在线的 SaaS 服务 Power BI Service 或适用于 Windows 手机、平板电脑及 iOS 和 Android 设备的移动应用。由于 Power BI 建立在 Microsoft Excel 的基础上,从 Excel 到 Power BI 的学习曲线并不陡峭,任何会使用 Excel 的人都可以掌握 Power BI,但后者功能远比表格强大。Uplatz 提供全面的 Microsoft Power BI 培训,着重于从 Power BI 的介绍和安装,到深入理解 Power BI Desktop、数据建模和可视化的基础知识。 该培训适合任何想学习使用 Power BI进行自助商业智能的人,无论其技术或分析背景如何。参与者将掌握所有关键功能,以有效分析数据、创建互动报告并在组织内分享发现。本课程将使您能够创建视觉丰富的互动报告并发布到 Power BI 在线版,以便随时随地共享数据。您还将探索 Power BI Desktop 强大的数据建模工具。 Power BI 的版本包括一个面向中小型企业的免费版本,以及一个名为 Power BI Plus 的专业版,需按月订阅。用户可以下载 Windows 10 应用程序 Power BI Desktop,还有适用于 Windows、Android 和 iOS 设备的本地移动应用。此外,还有 Power BI Report Server 供需要在本地维护数据和报告的公司使用。 课程目标包括快速分析、转换和展示数据,了解 Power BI 平台,设置查询以提取和转换数据,创建高效的数据模型,设计和发布互动报告,熟练运用 DAX 计算等。 Power BI 的关键特性包括人工智能、混合部署支持、快速洞察、通用数据模型支持和与 Cortana 的集成等,使用户能够更好地分析数据和生成洞察。Power BI 组件包括 Power Query(数据转化工具)、Power Pivot(内存数据建模工具)、Power View(数据可视化工具)、Power Map(3D 地理数据可视化工具)、Power Q&A(自然语言查询引擎)等。 企业使用 Power BI,可以整合公司各方面的数据,进行分析和可视化,改变决策制定的方式,提升业务见解和操作效率。
A warm welcome to the Power BI course by Uplatz.Power BI is a business intelligence platform provided by Microsoft that provides nontechnical business users with tools for aggregating, analysing, visualizing and sharing data. Power BI's user interface is fairly intuitive for users familiar with Excel and its deep integration with other Microsoft products makes it a very versatile self-service tool that requires little upfront training.In essence, Power BI is the collective name for an assortment of cloud-based apps and services that help organizations collate, manage, and analyse data from a variety of sources, through a user-friendly interface. Business intelligence tools like Power BI can be used for a multitude of purposes. Primarily, Power BI pulls data together and processes it, turning it into intelligible insights, often using visually compelling and easy-to-process charts and graphs. This allows users to generate and share clear and useful snapshots of what's happening in their business. Power BI connects to a range of data sources, from basic Excel spreadsheets to databases, and both cloud-based and on-premise apps.Power BI is something of an umbrella term and can refer to either a Windows desktop application called Power BI Desktop, an online SaaS (Software as a Service) service called Power BI Service, or mobile Power BI apps available on Windows phones and tablets, as well as for iOS and Android devices.Power BI is built on the foundation of Microsoft Excel, and as such, the learning curve from Excel to Power BI is not that steep; anyone who can use Excel can use Power BI, but the latter is far more powerful than its spreadsheet counterpart.Uplatz provides this comprehensive Microsoft Power BI training with focus on teaching the fundamentals of Power BI starting from introduction and installation of Power BI to understanding Power BI Desktop in great detail to Data Modelling and Visualization.This training is for anyone who wants to learn about self-service business intelligence with Power BI - regardless of technical or analytical background. You will be able to use all key features in order to effectively analyse your data, create interactive reports and share your findings throughout your organization.This course will enable you to create visually rich, interactive reports and publish them to Power BI Online, where they can be shared anytime, anywhere. You will also explore Power BI Desktop's powerful data modelling tools.Power BI versionsA free version of Power BI is intended for small to midsize business owners; a professional version called Power BI Plus is available for a monthly subscription fee. Users can download an application for Windows 10, called Power BI Desktop, and native mobile apps for Windows, Android and iOS devices. There is also Power BI Report Server for companies that must maintain their data and reports on premises. That version of Power BI requires a special version of the desktop app - aptly called Power BI Desktop for Power BI Report Server.Course ObjectivesRapidly analyse, transform and present dataUnderstand the Power BI platformSet up queries to extract and transform dataCreate efficient data modelsDesign and publish interactive reportsConfidently use DAX calculationsMicrosoft Power BI - course curriculumIntroduction to Power BIWhat is Power BI?The Power BI servicePower BI Report ServerPower BI DesktopReports and DashboardsDatasetsRow-Level SecurityContent PacksNatural Language QueriesPower BI DesktopWhat is Power BI DesktopInstallation Process of Desktop Power BIUsing Power BI DesktopPractical ScenariosData SourcesConnecting to FilesImporting Excel FilesPublishing to Power BI from ExcelUpdating Files in Power BIData RefreshThe Power BI Data ModelManaging Data RelationshipsOptimising the Model for ReportingHierarchiesSQL ServersOther Data SourcesR Script Data ConnectorConfiguring Data for Q & ACreating Content PacksCreating a GroupShaping and Combining DataThe Query EditorApplied StepsAdvanced EditorShaping DataFormatting DataTransforming DataCombining DataMerging DataModelling and Loading DataWhat are the Relationships?Viewing RelationshipsCreating RelationshipsStar SchemaMerge Queries and Join KindData Model StructureRelationship ViewCardinalityCross Filter DirectionActive PropertiesWhat is DAX?SyntaxFunctionsContextCalculated ColumnsCalculated TablesMeasuresInteractive Data VisualizationPower BI Reports: Page Layout and FormattingM Language and DAX LanguageMultiple VisualisationsCreating ChartsUsing Geographic DataHistogramsPower BI Admin PortalService SettingsDesktop SettingsDashboard and Report SettingsWhat does Power BI do?Microsoft Power BI is used to run reports and surface insights based on a company's data. Power BI can connect to a wide range of data sets, and cleans & organizes the info it's fed so that it can be better digested and understood. The reports and visuals generated from this data can then be shared with other users.Power BI helps users see not only what's happened in the past and what's happening in the present, but also what might happen in the future. Power BI is infused with machine learning capabilities, meaning it can spot patterns in data and use those patterns to make informed predictions and run "what if" scenarios. These estimates allow users to generate forecasts, and prepare themselves to meet future demand and other key metrics.Common uses of Power BIMicrosoft Power BI is used to find insights within an organization's data. Power BI can help connect disparate data sets, transform and clean the data into a data model and create charts or graphs to provide visuals of the data. All of this can be shared with other Power BI users within the organization.The data models created from Power BI can be used in several ways for organizations, including telling stories through charts and data visualizations and examining "what if" scenarios within the data. Power BI reports can also answer questions in real time and help with forecasting to make sure departments meet business metrics.Power BI can also provide executive dashboards for administrators or managers, giving management more insight into how departments are doing.Key features of Power BIMicrosoft has added a number of data analytics features to Power BI since its inception, and continues to do so. Some of the most important features include:Artificial Intelligence - Users can access image recognition and text analytics in Power BI, create machine learning models using automated machine learning capabilities and integrate with Azure Machine Learning.Hybrid deployment support - This feature provides built-in connectors that allow Power BI tools to connect with a number of different data sources from Microsoft, Salesforce and other vendors.Quick Insights - This feature allows users to create subsets of data and automatically apply analytics to that information.Common data model support - Power BI's support for the common data model allows the use of a standardized and extensible collection of data schemas (entities, attributes and relationships).Cortana integration - This feature, which is especially popular on mobile devices, allows users to verbally query data using natural language and access results, using Cortana, Microsoft's digital assistant.Customization - This feature allows developers to change the appearance of default visualization and reporting tools and import new tools into the platform.APIs for integration - This feature provides developers with sample code and application performance interfaces (APIs) for embedding the Power BI dashboard in other software products.Self-service data prep - Using Power Query, business analysts can ingest, transform, integrate and enrich big data into the Power BI web service. Ingested data can be shared across multiple Power BI models, reports and dashboards.Modeling view - This allows users to divide complex data models by subject area into separate diagrams, multiselect objects and set common properties, view and modify properties in the properties pane, and set display folders for simpler consumption of complex data models.Power BI ComponentsPower BI consists of a collection of apps and can be used either on desktop, as a SaaS product or on a mobile device. Power BI Desktop is the on-premises version, Power BI Service is the cloud-based offering and mobile Power BI runs on mobile devices.The different components of Power BI are meant to let users create and share business insights in a way that fits with their role.Included within Power BI are several components that help users create and share data reports.Power Query: a data mashup and transformation toolPower Pivot: a memory tabular data modeling toolPower View: a data visualization toolPower Map: a 3D geospatial data visualization toolPower Q & A: A natural language question and answering engineAdditionally, there are dozens of data sources that connect into Power BI, ranging from files (Excel, PDF, SharePoint Folder, XML), databases (SQL Server Database, Oracle Database, IBM databases, Amazon Redshift, Google BigQuery), other Power BI data sets, Azure data connections and many online services (Dynamics 365, Salesforce Reports, Google Analytics, Adobe Analytics, Facebook and others).Why do Businesses use Power BIFor businesses who want more reporting power and analytical muscle than that offered by Excel, Power BI is the next level in business intelligence. With Power BI, businesses can assemble, scrutinize, and visualize data from across the company, giving them greater insight into their operations and performance, and allowing them to make more informed decisions based on real data. Benefits of using Power BI include:Businesses can input huge quantities of data into Power BI that many other platforms would struggle to processBuilt-in machine learning features can analyze data and help users spot valuable trends and make educated predictionsInformation can be visualized using powerful templates to allow businesses to better make sense of their dataPower BI is cloud-based, so users get cutting edge intelligence capabilities and powerful algorithms that are updated regularlyPowerful personalization capabilities allow users to create dashboards so they can access the data they need quicklyAlerts can be set up on KPIs to keep users up to date important metrics and measurements.Power BI has an intuitive interface that makes it far more user-friendly and easy to navigate then complex spreadsheetsThe platform integrates with other popular business management tools like SharePoint, Office 365, and Dynamics 365, as well as other non-Microsoft products like Spark, Hadoop, Google Analytics, SAP, Salesforce, and MailChimpWith data security a massive talking point for modern businesses, Power BI ensures data is safe, offering granular controls on accessibility both internally and externally