AI-powered Power BI: Practical Intelligent Data Analysis and Visualization

AI赋能Power BI：智能数据分析与可视化实战


This course takes Power BI as the core tool, integrates AI technologies, and systematically explains the complete workflow from "data acquisition → intelligent cleaning → modeling & analysis → visual presentation". It focuses on how to leverage AI to augment Power BI, enhancing data processing efficiency, deepening analytical insights, and achieving report automation and intelligence, thereby helping participants build future-ready data analytics capabilities.

本课程以Power BI为核心工具，结合AI智能技术，系统讲解"数据获取→智能清洗→建模分析→可视化呈现"全流程。课程将重点介绍如何运用AI辅助Power BI工作，提升数据处理效率、增强分析洞察力、实现报告自动化与智能化，帮助学员构建面向未来的数据分析能力。

The course will be conducted in a teaching and practice mode. Each participant is required to bring a laptop with a Windows 10 or Windows 11 and download the Power BI Desktop software in advance. | 本课程将采用一边教学一边练习的方式进行。每位学员需要带一台已经安装了Windows 10 或者Windows 11的笔记本电脑。同时，请提前下载Power BI Desktop 软件。

Course Benefits | 课程收益

  1. Master the collaborative AI + Power BI workflow to boost data preparation and analysis efficiency. | 掌握AI+Power BI协同工作流，提升数据整理与分析效率；
  2. Learn to use AI for assisting DAX modeling and measure creation, lowering the learning curve. | 学会使用AI辅助DAX建模与度量值构建，降低学习门槛；
  3. Learn to use AI for assisting DAX modeling and measure creation, lowering the learning curve. | 能够制作具备智能交互与动态洞察的数据仪表板；
  4. Develop competency in AI-assisted data interpretation and report generation to elevate decisions support. | 具备AI辅助数据解读与报告生成的能力，提升决策支持水平。

Course Features | 课程特色

  1. Integrates AI tools into the Power BI workflow to enhance both learning and working efficiency. | 结合AI工具辅助Power BI工作流，提升学习与工作效率；
  2. All case studies are drawn from real business scenarios, ensuring high practicality and transferability. | 所有案例源自真实业务场景，具备高度实用性与可移植性；
  3. Employs a "Lecture + Hands-on + Interaction" approach to ensure comprehension during class. | 采用"讲解+实战+互动"模式，确保知识点当堂掌握；
  4. Provides AI prompt templates and smart tool recommendations to empower self-directed learning. | 提供AI提示词模板与智能工具推荐，赋能学员自主学习；
  5. Offers post-course learning resources and AI tool guides to support continuous improvement. | 课程后提供学习资源与AI工具使用指南，支持持续提升。

Training Outline | 课程大纲

  I. Building AI + Power BI Collaborative Workflow | AI+Power BI 协同工作流构建

  1. Intelligent Transformation of Data Workflows: From Traditional to AI-Augmented Processes | 数据工作流的智能化转型：从传统流程到AI增强流程
  2. Intelligent Transformation of Data Workflows: From Traditional to AI-Augmented Processes | AI在Power BI中的应用场景：数据整理、建模、可视化与解读
  3. Selecting Suitable AI Tools: Integrating DeepSeek/Kimi/ChatGPT with Power BI | 选择合适的AI工具：DeepSeek/Kimi/ChatGPT与Power BI的集成使用
  4. AI Prompt Engineering: How to Make AI Understand Your Data Needs | AI提示词设计：如何让AI理解你的数据需求

 

  II. AI-Assisted Data Acquisition & Intelligent Cleaning | AI辅助数据获取与智能清洗

  1. Automated Multi-Source Data Ingestion: Batch Folder Import, Excel/CSV Merging | 多源数据自动化接入：文件夹批量导入、Excel/CSV合并
  2. Power Query + AI: Intelligent Data Cleaning and Transformation | Power Query + AI：智能数据清洗与转换
  3. AI-Assisted M Code Writing: Automating Complex Data Preparation | AI辅助M语言编写：自动化复杂数据整理流程
  4. Embedding AI in Power Query: Leveraging DeepSeek/Kimi for Smart Data Processing | Power Query中嵌入AI：调用DeepSeek/Kimi智能处理数据
  5. Outlier Detection & Intelligent Remediation: AI-Assisted Data Quality Control | 异常值检测与智能修复：AI辅助数据质量控制


  III. AI-Enhanced Power BI Modeling & DAX Analysis | AI增强的Power BI建模与DAX分析

  1. Intelligent Modeling Architecture: Star Schema & AI-Assisted Relationship Building | 智能建模架构：星型模型与AI辅助关系构建
  2. AI-Assisted DAX Writing: Converting Natural Language to DAX Formulas | AI辅助DAX编写：自然语言转DAX公式
  3. Intelligent Measure Generation: Rapidly Building Common KPIs (YoY, MoM, % Share, etc.) | 智能度量值生成：常用业务指标（同比、环比、占比等）快速构建
  4. Model Performance Optimization: AI-Assisted Diagnostics & Tuning Recommendations | 模型性能优化：AI辅助诊断与调优建议


  IV. Intelligent Visualization & Interactive Reporting | 智能可视化与交互式报告制作

  1. AI-Assisted Chart Selection: Recommending Visuals Based on Data Characteristics | AI辅助图表选型：基于数据特征推荐可视化形式
  2. AI-Generated Charts: Using Custom SVG to Extend Native Visualization Limits | AI生成图表：自定义SVG图表突破原生可视化限制
  3. Dynamic Visual Enhancements: AI-Suggested Colors, Labels, and Animations | 动态视觉增强：AI建议的颜色、标签与动画效果
  4. Intelligent Insights: AI-Generated Data Commentary and Annotations | 智能洞察：AI生成数据解读与注释


  V. Integrated Case Study & Course Summary | 综合实战与课程总结

  1. Hands-on Case: End-to-End Drill from Raw Data to an Intelligent Report | 案例实战：从数据到智能报告的完整流程演练
  2. Future Trends of AI + Power BI | AI+Power BI未来发展趋势
  3. Recommended Learning Resources & Tools | 学习资源与工具推荐
  4. Q&A and Learning Advice | Q&A与学习建议

Language | 语言

Chinese | 中文

Agenda | 日程

Registration Notes | 注册须知

  • There are only 26 seats for this training. Please register for it at your earliest convenience. | 本次培训只有26个席位，请尽早注册。
  • The e-invoice will be sent to you one week after the event. | 电子发票将在培训结束后一周内发送给您。
  • This is a one-day event, lunch will be serviced. | 这是一整天的活动，中午会提供午餐。
  • If you have any questions during the registration, please contact: | 如您在注册中有任何疑问，请联系：Lya Chen, mobile phone: 180 5104 2137 E-mail: info@dusa-eu.cn

Trainer | 培训师

  • 9 years of in-house training experience, more than 600 companies in-house training experience | 9年企业内训经验，600家以上企业内训经验
  • Special lecturer for Microsoft internal staff, external lecturer for Shanghai Jiaotong University | 微软内部员工特约讲师，上海交大外聘讲师
  • 7 years of experience as a business analyst in Fortune 500 companies | 7年世界五百强公司业务分析师经验
  • Microsoft Office International Certified Expert | 微软OFFICE国际认证专家
  • Microsoft International Certified Education Specialist | 微软国际认证教育专家
  • The most valuable expert of Kingsoft Office | 金山办公最有价值专家


【Clients | 服务客户】

  • Technology & Pharmaceuticals | 科技&医药：

Microsoft China, Pfizer, Alibaba, Eppendorf, LANXESS Chemical, Glaser Life Sciences, Cognex, STMicroelectronics, TTElectronics, Boehringer Ingelheim, Abbott, Boston Scientific, Sinopharm, BASF, Synopsys, Wisers Group, Weigao Group, Rinnai

微软中国、辉瑞、阿里巴巴、艾本德、朗盛化学、格来赛生命科技、康耐视、意法半导体、 TTElectronics、勃林格殷格翰、雅培、波士顿科学、国药、巴斯夫、新思科技、慧生集团、威高集团、林内

  • Finance & Communications | 金融&通讯：

Bank of China, DBS Bank, China Merchants Bank, Centaline Bank, Industrial Bank, Ping An Insurance, Pacific Insurance, Dongguan Bank, Cai Rui Consulting, China Mobile

中国银行、新加坡星展银行、招商银行、中原银行、兴业银行、平安保险、太平洋保险、东莞银行、财瑞咨询、中国移动

  • Automotive & Aviation | 汽车&航空：

General Motors, SAIC, Knorr-Bremse, ZF Automotive Systems, Victor Automotive Technology, Antolin China, Spring Airlines, China CNR, Suzhou Rilun, Alfa Laval

通用汽车、上汽集团、克诺尔集团、采埃孚汽车系统、维克多汽车技术、安通林中国、春秋航空、中国中车、苏州日轮、阿法拉伐

  • Food & Energy | 食品&能源：

McDonald's, Uni Group, Tyson Foods, Cargill China, Bright Dairy, Shengnong, Chengtou Raw Water, Sino-French Hairun, China Seed International, State Grid, Southern Power Grid, Sinopec, Total, China Resources Yibao

麦当劳、统一集团、泰森食品、嘉吉中国、光明乳业、圣农、城投原水、中法海润、中种国际、国家电网、南方电网、中石化、道达尔、华润怡宝

  • Others | 其他：

Shanghai Jiaotong University, IKEA, Zippo, Kering, Danfoss, Loesche Grinding, Yupei Group, Kimberly-Clark, Shanghai Public Security Academy, Ansteel Group, Nengshi Investment, Grundfos, Shanghai Baoye, Sibao Consulting, Wolong Holdings, Mercury Marine Technology, TuoLe Trading, Donghao Lansheng, Dawson Tianhe, Shanghai Tobacco Group  

上海交大、宜家、Zippo、开云、丹佛斯、莱歇研磨、宇培集团、金佰利、上海公安学院、安钢集团、能率投资、格兰富、上海宝冶、思勃咨询、卧龙控股、水星海事技术、拓乐贸易、东浩兰生、道生天合、上海烟草集团

Tickets | 门票

** The ticket price includes the lunch and parking fee. 

培训费包括了午餐及停车费用。

DUSA Annual Partners

2025 DUSA Oktoberfest® Sponsors

Contact us

If you have any questions please contact Lya Chen at info@dusa-eu.cn.