Microsoft Power BI: Data Analysis & AI Dashboards (2025)

所在平台: Udemy

课程主页: https://www.udemy.com/course/learn-power-bi-fundamentals/

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课程名称:微软Power BI:数据分析与AI仪表盘(2025) 概述: 本课程旨在帮助数据专业人员和有志于成为数据分析师的人士,能够将原始数据转化为强有力的洞察。课程内容涵盖Power BI的各个方面,包括数据转换、先进的DAX计算、精细化的仪表盘创建及AI驱动的分析。 课程内容: 1. **Power BI的设置与导航**:学习配置Power BI Desktop,熟悉其界面,并连接多种数据源,以简化数据分析流程。 2. **数据准备与转换**:利用Power Query清洗、转换和准备数据,确保高质量、适合分析的数据集,以获取准确的洞察。 3. **高级数据建模**:通过建立数据集之间的关系,开发强大的数据模型,实现跨多个数据源的综合分析。 4. **掌握DAX进行复杂计算**:应用高级数据分析表达式(DAX)进行复杂计算,增强您从数据中提取有意义洞察的能力。 5. **创建互动视觉化和仪表盘**:使用各种视觉化工具(如图表、图形、地图和自定义视觉)设计并制作动态报告,有效传达您的发现。 6. **利用AI工具增强分析**:结合Power BI的人工智能功能(如预测分析和异常检测),深入挖掘数据洞察,以推动数据驱动的决策。 7. **真实世界项目和实际应用**:参与模拟真实业务场景的实践项目,包括为人力资源分析、项目管理和客户洞察开发仪表盘,确保您可以在任何专业环境中应用所学技能。 学习成果: 完成本课程后,您将能够: - 配置并导航Power BI Desktop界面,连接多样化数据源,实现无缝集成。 - 使用Power Query清洗和转换数据,创建适合分析的数据集。 - 构建和管理数据模型,建立统一分析的关系。 - 利用先进的DAX函数进行复杂计算,增强数据分析能力。 - 设计和开发互动视觉化和仪表盘,有效传达商业洞察。 - 实施Power BI的AI工具进行预测分析和异常检测,以获取更深入的洞察。 - 针对各种业务场景(包括人力资源分析和项目管理)创建量身定制的报告和仪表盘。 - 开发和监控KPI和动态指标,以跟踪和评估业务表现。 - 应用数据可视化和仪表盘设计的最佳实践,支持数据驱动的决策。 职业发展: 预计到2025年,商业智能市场将达到333亿美元,凸显了该领域对熟练专业人才的日益需求。通过掌握Microsoft Power BI,您将站在数据分析和商业智能专业知识的前沿。此课程为您提供高级DAX函数、强大的数据建模技术及AI驱动的分析能力,助您创建富有洞察力的视觉化和动态仪表盘。无论您希望在当前角色中晋升,还是转向数据相关的职业,课程中所获得的技能将使您能够做出战略性的、基于数据的决策,并在快速发展的行业中获得竞争力薪资。

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Learn to turn raw data into powerful insights with our comprehensive Microsoft Power BI course, designed for data professionals and aspiring data analysts. This hands-on training covers every aspect of Power BI, from data transformation and advanced DAX calculations to sophisticated dashboard creation and AI-driven analytics.Throughout the course, you will:Set Up and Navigate Power BI: Learn to configure Power BI Desktop, navigating its interface, and connecting to a variety of data sources to streamline your data analysis workflow.Data Preparation and Transformation: Utilize Power Query to clean, transform, and prepare your data, ensuring high-quality, analysis-ready datasets for accurate insights.Advanced Data Modeling: Develop robust data models by establishing relationships between datasets, enabling comprehensive and integrated analysis across multiple data sources.Master DAX for Complex Calculations: Apply advanced Data Analysis Expressions (DAX) to perform intricate calculations, enhancing your ability to derive meaningful insights from your data.Create Interactive Visualizations and Dashboards: Design and build dynamic reports using a wide range of visualizations, including charts, graphs, maps, and custom visuals, to effectively communicate your findings.Leverage AI Tools for Enhanced Analytics: Incorporate Power BI's artificial intelligence features, such as predictive analytics and anomaly detection, to uncover deeper insights and drive data-driven decision-making.Real-World Projects and Practical Applications: Engage in hands-on projects that simulate real business scenarios, including developing dashboards for HR analytics, project management, and customer insights, ensuring you can apply your skills in any professional setting.Learning OutcomesBy the end of this course, you will be able to:Configure and navigate the Power BI Desktop interface, connecting to diverse data sources for seamless integration.Clean and transform data using Power Query to create analysis-ready datasets.Build and manage data models with established relationships for unified analysis.Utilize advanced DAX functions to perform complex calculations and enhance data analysis capabilities.Design and develop interactive visualizations and dashboards that effectively communicate business insights.Implement Power BI's AI tools for predictive analytics and anomaly detection to gain deeper insights.Create tailored reports and dashboards for various business scenarios, including HR analytics and project management.Develop and monitor KPIs and dynamic measures to track and assess business performance.Apply best practices in data visualization and dashboard design to support data-driven decision-making.Career Growth with Power BIThe business intelligence market is projected to reach $33.3 billion by 2025, highlighting the increasing demand for skilled professionals in this field. By mastering Microsoft Power BI, you position yourself at the forefront of data analysis and business intelligence expertise. This course equips you with advanced DAX functions, robust data modeling techniques, and AI-driven analytics, enabling you to create insightful visualizations and dynamic dashboards. Whether you're aiming to advance in your current role or transition into a data-focused career, the competencies gained from this course will empower you to make strategic, data-informed decisions and achieve competitive salaries in a rapidly expanding industry.

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