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AI-Powered Business Analysis: Excel, KPIs & GenAI 专项课程
Coursera Instructor Network

AI-Powered Business Analysis: Excel, KPIs & GenAI 专项课程

Transform business analysis with AI and Excel. Master GenAI tools for faster insights, better KPIs, and data-driven decisions.

Kelley O'Connell
Arkadi Avanesyan
Manish Gupta

位教师:Kelley O'Connell

包含在 Coursera Plus

深入学习学科知识
中级 等级

推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入学习学科知识
中级 等级

推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Apply GenAI tools like ChatGPT to automate business analysis tasks and generate faster insights across multiple industries.

  • Build advanced Excel solutions using VBA macros, statistical analysis, and KPI frameworks for data-driven decision making.

  • Create impactful data visualizations and reports using AI-powered tools while maintaining ethical AI practices.

要了解的详细信息

可分享的证书

添加到您的领英档案

授课语言:英语(English)
最近已更新!

August 2025

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

精进特定领域的专业知识

  • 向大学和行业专家学习热门技能
  • 借助实践项目精通一门科目或一个工具
  • 培养对关键概念的深入理解
  • 通过 Coursera Instructor Network 获得职业证书

专业化 - 7门课程系列

您将学到什么

  • Identify the key concepts and benefits of using AI in the Healthcare Industry.

  • Illustrate and explain the use of AI in the Finance Industry.

  • Examine and evaluate the use of AI in the Manufacturing Industry.

您将获得的技能

类别:Artificial Intelligence
类别:AI Product Strategy
类别:Healthcare Industry Knowledge
类别:Critical Thinking
类别:Business Process Automation
类别:Automation
类别:Generative AI
类别:Analysis
类别:Finance
类别:Case Studies
类别:Emerging Technologies

您将学到什么

  • Identify specific methods and techniques for leveraging GenAI to enhance business process modeling, requirements gathering & stakeholder management.

  • Examine real-world applications of GenAI in business analysis to streamline work and foster innovation.

  • Develop strategies for responsible GenAI integration while maintaining human oversight and accountability.

您将获得的技能

类别:Generative AI
类别:Business Process Modeling
类别:Business Analysis
类别:Business Process Improvement
类别:Business Process
类别:Responsible AI
类别:Analytics
类别:Data Processing
类别:Data Visualization Software
类别:Business Intelligence
类别:Stakeholder Management
类别:Business Analytics

您将学到什么

  • Explain the importance of KPIs in achieving organizational goals.

  • Identify the right KPIs for different business units and objectives.

  • Implement KPIs within your business framework, employing best practices for data collection and analysis to drive improvement.

  • Assess the impact of KPI-driven strategies on business performance, using data to iterate and enhance business processes.

您将获得的技能

类别:Key Performance Indicators (KPIs)
类别:Performance Improvement
类别:Performance Analysis
类别:Performance Measurement
类别:Business Analysis
类别:Smart Goals
类别:Business Reporting
类别:Business Metrics
类别:Continuous Improvement Process
类别:Data-Driven Decision-Making
类别:Business Priorities
类别:Operational Efficiency
类别:Business Process Improvement
Microsoft Excel VBA and Macros

Microsoft Excel VBA and Macros

第 4 门课程2小时

您将学到什么

  • Analyze the basics of Excel VBA and Macros to understand their functions and applications.

  • Design macros using the Excel and VBA editor to automate routine tasks.

  • Implement macros to automate repetitive tasks, enhancing productivity.

  • Evaluate and debug VBA code to ensure efficient data manipulation and analysis.

您将获得的技能

类别:Automation
类别:Excel Macros
类别:Visual Basic (Programming Language)
类别:Programming Principles
类别:Data Cleansing
类别:Excel Formulas
类别:Strategic Decision-Making
类别:Productivity Software
类别:Spreadsheet Software
类别:Debugging
类别:Data Analysis Expressions (DAX)
类别:Microsoft Excel
类别:Data Transformation

您将学到什么

  • Practice with Excel's Analysis ToolPak to perform advanced statistical analysis.

  • Evaluate various hypothesis tests within Excel, including t-tests and ANOVA.

  • Analyze business problems with the use of Excel to conduct simple and multiple regression analyses

您将获得的技能

类别:Variance Analysis
类别:Statistical Hypothesis Testing
类别:Regression Analysis
类别:Data Manipulation
类别:Statistical Analysis
类别:Microsoft Excel
类别:Data Visualization
类别:Forecasting
类别:Business Analytics
类别:Correlation Analysis
类别:Probability & Statistics
类别:Business Analysis
类别:Data Analysis
类别:Case Studies
类别:Data-Driven Decision-Making
类别:Analytics
类别:Quality Control
Advanced Data Analysis with ChatGPT

Advanced Data Analysis with ChatGPT

第 6 门课程3小时

您将学到什么

您将获得的技能

类别:Data Analysis
类别:Prompt Engineering
类别:ChatGPT
类别:Natural Language Processing
类别:Data-Driven Decision-Making
类别:Analytical Skills
类别:OpenAI
类别:Data Validation
类别:LLM Application

您将学到什么

您将获得的技能

类别:Generative AI
类别:Data Storytelling
类别:Data Ethics
类别:Automation
类别:Seaborn
类别:Plotly
类别:Artificial Intelligence
类别:Responsible AI
类别:Prompt Engineering
类别:Interactive Data Visualization
类别:Matplotlib
类别:Data Visualization Software
类别:Data Presentation

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位教师

Kelley O'Connell
11 门课程33,585 名学生
Arkadi Avanesyan
Coursera Instructor Network
8 门课程55,409 名学生
Manish Gupta
15 门课程52,048 名学生

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