Pro Beginner

Data Analysis with AI

AI data analysis course with certificate. Turn raw data into clear insights — master data exploration, analysis techniques, visualizations, and stakeholder presentations with AI. 8 practical lessons.

8 lessons
2.5 hours
Certificate Included

Data is everywhere. But insights are rare.

Most people look at data and see numbers. A few see patterns. Fewer still turn those patterns into actions that improve outcomes.

The difference isn’t talent. It’s method.

This course teaches you to analyze data with AI assistance—faster exploration, clearer visualizations, and insights you might have missed. Whether you’re a professional analyst or someone who just needs to make sense of business data, you’ll learn to extract meaning from numbers.

What You'll Learn

  • Design analytical questions that lead to actionable insights
  • Use AI to explore and understand datasets quickly
  • Create clear visualizations that communicate findings effectively
  • Analyze meaningful insights from data, not just numbers
  • Organize data analysis reports for different audiences
  • Build repeatable analysis workflows with AI assistance

After This Course, You Can

Frame analytical questions that lead to actionable business insights rather than interesting-but-useless observations
Explore and profile unfamiliar datasets rapidly using AI-assisted techniques that surface structure and anomalies
Create visualizations that communicate findings clearly to both technical and non-technical audiences
Build repeatable analysis workflows with AI that turn one-off investigations into reusable processes
Add 'AI-assisted data analysis' to your resume — a cross-functional skill valued in every industry from finance to healthcare

What You'll Build

End-to-End Data Analysis Report
Take a raw dataset from question to conclusion — define the analytical question, explore and clean the data with AI, create 5 visualizations, extract 3 key insights, and deliver a stakeholder-ready report with recommendations.
Repeatable Analysis Workflow
Build a documented, reusable analysis pipeline for a recurring business question — including data ingestion steps, AI-assisted cleaning rules, standard visualizations, and an automated insight summary template.
Course Certificate
A verifiable credential proving you can frame analytical questions, explore datasets, create visualizations, extract insights, and build repeatable analysis workflows with AI.

Course Syllabus

Prerequisites

  • Basic familiarity with spreadsheets (Excel, Google Sheets)
  • No programming experience required
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Frequently Asked Questions

Do I need to know programming or Python?

No programming required. This course teaches AI-assisted analysis techniques that work with natural language and spreadsheets. We'll mention when code could help, but it's never required.

What tools do I need?

An AI assistant (Claude, ChatGPT), a spreadsheet program, and data to analyze. We provide practice datasets if you don't have your own.

Is this for analysts or business people?

Both. Analysts will work faster. Business people will become self-sufficient with data instead of waiting for analyst support.

Will AI do my analysis for me?

AI accelerates analysis but doesn't replace thinking. You'll learn to use AI for exploration, calculations, and visualization—while you provide the judgment and context.

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