AI for Data Analysts (Prompt Course)
16 lessons · 271 prompts
A day in the life of a Data Analyst: what changes with these prompts.
Track progress as a memberStart here: Make AI your daily analysis partner from data import to final report
AI for Data Analysts (Prompt Course) is a practical, end-to-end program that shows you how to collaborate with AI throughout the full analytics lifecycle: cleaning, exploration, statistical testing, modeling, visualization, reporting, governance, and beyond. You will learn how to turn plain-language goals into precise, auditable instructions that help AI produce reliable code, sound analysis plans, and clear communications-while keeping data quality, privacy, and organizational standards front and center.
Across the course, you'll build a repeatable workflow for working with AI assistants so you can move faster without sacrificing rigor. Each module focuses on one part of the analyst's toolkit and demonstrates how carefully structured prompts can improve clarity, reduce rework, and surface better options-whether you are optimizing SQL, validating a regression, or crafting a stakeholder-ready narrative.
What you'll learn
- How to integrate AI into your daily analytics routine, from raw data to stakeholder deliverables.
- Reliable ways to request data cleaning guidance that respects constraints, missingness, and data types.
- Statistical reasoning with AI: selecting appropriate tests, checking assumptions, and interpreting results responsibly.
- Visualization planning: translating questions into effective charts, selecting encodings, and refining designs.
- Machine learning assistance: comparing algorithms, setting baselines, framing validation, and reading model diagnostics.
- SQL and data query optimization patterns that reduce latency and improve maintainability.
- Predictive modeling advice that balances performance with clarity and operational constraints.
- Big data analysis strategies that emphasize sampling, efficiency, and reproducibility.
How this course works
- 16 lessonsOne task of your job each, from data cleaning guidance to optimization modeling.
- Ready-to-paste promptsCopy, fill in the parts in {{brackets}}, paste into ChatGPT, Claude or Gemini.
- Tick and completeTick the prompts you tried and mark each lesson complete.
- Get certifiedFinish with the exam and a certificate for LinkedIn.