Course
Cleaning Data with Generative AI
BasicSkill Level
Updated 12/2025ChatGPTArtificial Intelligence1 hr5 Exercises250 XP11,730Statement of Accomplishment
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Learn how to clean your data with AI
Put your prompting skills to the test by interacting with a chatbot designed to show you how to clean a dataset! This project focuses on using generative AI to teach you all the necessary steps to identify and address common data issues, such as handling duplicate values, filtering out null values, and dealing with inconsistent formatting. This hands-on experience emphasizes using prompt engineering to optimize AI-driven interactions, elevating your technical skills in data cleaning.Prerequisites
There are no prerequisites for this course1
Cleaning Data
Put your prompting skills to the test to learn how to carry out one of the most critical data analytics tasks: data cleaning.
Cleaning Data with Generative AI
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FAQs
Do I need prior programming experience to take this project?
No. This project uses ChatGPT prompts rather than code, so you only need a basic understanding of what messy data looks like to get started.
What data cleaning problems will I learn to solve with prompts?
You will write prompts to identify cleaning steps, remove duplicates, filter null values, standardize inconsistent formats, and split columns into usable fields.
How is this different from a traditional data cleaning course?
Instead of learning pandas or SQL functions, you learn to guide a generative AI model to handle common cleaning tasks, which is useful when you need quick results without writing code.
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