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DataCamp

Cleaning Data with Generative AI

via DataCamp

Overview

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Use generative AI to tackle data cleaning, fixing duplicates, nulls, and formatting for consistent, accurate datasets.

Are you new to data analytics? Have you had the experience of navigating through messy datasets that aren’t useable for analysis? If only there were a tool to support you through cleaning your dataset!



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.

Syllabus

  • 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.

Taught by

Jess Ahmet and Alex Kuntz

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