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所在平台: Udemy |
课程主页: https://www.udemy.com/course/master-power-bi-d/
课程评论：没有评论
课程名称：Master Power BI：数据可视化、分析与仪表板 课程概述： 本课程旨在通过将Power BI与先进的人工智能技术结合，提升您的数据分析技能。课程内容包括Power BI工具和功能的介绍，如何连接各种数据源（如数据库、电子表格和云服务），使用Power Query编辑器进行数据清洗与转换，以及创建数据模型和数据集之间的关系。此外，您将学习如何使用Power BI桌面设计互动报告和仪表板，利用高级可视化和自定义视觉来展示数据，整合人工智能特性，如AI可视化和自动化洞察。 课程还涵盖机器学习模型的引入及预测，使用自然语言处理（NLP）特性与数据互动，通过Q&A功能进行自然语言查询，以及利用DAX（数据分析表达式）编写复杂公式进行高级数据分析。您将学会优化报告性能和处理大数据集的技巧，并能将所学应用于真实世界的场景和案例研究，以获得实践经验。 本课程适合希望提升数据分析能力并利用AI技术实现有效商业智能的专业人士和爱好者。课程将帮助您更智慧地做出数据驱动的决策，充分释放数据的潜力。
WHAT YOU'LL LEARNIntroduction to Power BI: Overview of Power BI tools and features.Data Integration: Connecting to various data sources, including databases, spreadsheets, and cloud services.Data Transformation: Using Power Query Editor for data cleaning and transformation.Data Modeling: Creating relationships between datasets and building data models.Creating Reports and Dashboards: Designing interactive reports and dashboards with Power BI Desktop.Advanced Visualizations: Utilizing advanced visualizations and custom visuals for insightful data representation.AI Integration: Leveraging AI features in Power BI, such as AI visuals and automated insights.Machine Learning Integration: Incorporating machine learning models and predictions into Power BI reports.Natural Language Processing (NLP): Using Q & A and other NLP features to interact with data using natural language queries.DAX (Data Analysis Expressions): Writing complex formulas and calculations using DAX for advanced data analysis.Performance Optimization: Techniques for optimizing report performance and handling large datasets.Real-World Case Studies: Applying skills to real-world scenarios and case studies for practical experience."AI-Powered Power BI: Transforming Data with Intelligence" is a comprehensive course designed to elevate your data analysis skills by integrating Power BI with advanced AI techniques. Learn to connect, transform, and visualize data with Power BI, while harnessing AI-driven insights and machine learning models to make smarter, data-driven decisions. Perfect for professionals and enthusiasts looking to enhance their data analytics capabilities and leverage AI for impactful business intelligence.
