Coursera
AI-Powered Business Analysis: Excel, KPIs & GenAI Specialization

Enjoy unlimited growth with a year of Coursera Plus for $199 (regularly $399). Save now.

Coursera

AI-Powered Business Analysis: Excel, KPIs & GenAI Specialization

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

Instructors: Kelley O'Connell

Included with Coursera Plus

Get in-depth knowledge of a subject
4.6

(12 reviews)

Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.6

(12 reviews)

Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • 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.

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English
Recently updated!

August 2025

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Coursera

Specialization - 7 course series

What you'll learn

  • 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.

Skills you'll gain

Category: Artificial Intelligence
Category: Emerging Technologies
Category: Finance
Category: Healthcare 5.0
Category: Generative AI
Category: Manufacturing Operations
Category: AI Enablement
Category: Critical Thinking
Category: Case Studies

What you'll learn

  • 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.

Skills you'll gain

Category: Business Process Modeling
Category: Generative AI Agents
Category: Business Transformation
Category: Business Process
Category: Stakeholder Communications
Category: Data Visualization
Category: Business Intelligence
Category: SQL
Category: Business Analytics
Category: Stakeholder Management
Category: Responsible AI
Category: Business Analysis

What you'll learn

  • 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.

Skills you'll gain

Category: Key Performance Indicators (KPIs)
Category: Performance Analysis
Category: Business Reporting
Category: Operational Efficiency
Category: Performance Improvement
Category: Smart Goals
Category: Continuous Improvement Process
Category: Business Process Improvement
Category: Business Priorities
Category: Performance Measurement
Category: Data-Driven Decision-Making
Category: Business Metrics
Category: Business Analysis

What you'll learn

  • 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.

Skills you'll gain

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

What you'll learn

  • 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

Skills you'll gain

Category: Regression Analysis
Category: Statistical Hypothesis Testing
Category: Data Manipulation
Category: Excel Formulas
Category: Data Visualization
Category: Spreadsheet Software
Category: Analytics
Category: Statistical Analysis
Category: Data Analysis Software
Category: Business Intelligence
Category: Data Presentation
Category: Business Analytics
Category: Correlation Analysis
Category: Business Analysis
Category: Microsoft Excel
Category: Case Studies
Category: Data-Driven Decision-Making
Category: Data Analysis
Category: Statistical Methods
Category: Data Literacy

What you'll learn

Skills you'll gain

Category: Data Analysis
Category: Prompt Engineering
Category: LLM Application
Category: AI Product Strategy
Category: Natural Language Processing
Category: Exploratory Data Analysis
Category: Data Validation
Category: Data-Driven Decision-Making
Category: Analytical Skills
Category: OpenAI
Category: ChatGPT
Category: Applied Machine Learning

What you'll learn

Skills you'll gain

Category: Generative AI
Category: Data Ethics
Category: Data Storytelling
Category: Plotly
Category: Artificial Intelligence
Category: Data Visualization
Category: Data-Driven Decision-Making
Category: Automation
Category: Matplotlib
Category: Data Integrity
Category: Seaborn
Category: Data Visualization Software
Category: Interactive Data Visualization
Category: Responsible AI
Category: Prompt Engineering
Category: Data Presentation

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Kelley O'Connell
11 Courses38,382 learners
Arkadi Avanesyan
Coursera
8 Courses62,491 learners
Manish Gupta
15 Courses57,172 learners

Offered by

Coursera

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Frequently asked questions