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Cleaning Data with Generative AI

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

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1 hour5 exercises

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Course Description

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.
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  1. 1

    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.

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    Identifying data cleaning steps
    50 xp
    Removing duplicate values
    50 xp
    Filtering out null values
    50 xp
    Standardizing data formats
    50 xp
    Splitting columns
    50 xp
For Business

Training 2 or more people?

Get your team access to the full DataCamp platform, including all the features.

collaborators

Collaborator's avatar
Francesca Donadoni
Jess Ahmet HeadshotJess Ahmet

Curriculum Manager at DataCamp

Jess is a Curriculum Manager at DataCamp. Prior to joining DataCamp, she worked in various analyst roles within healthcare and most recently online gambling. She has a passion for education, data, and business which she has been able to combine in her role at DataCamp. Outside of work, you can often find her in front of a TV watching Soccer and Formula 1.
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Alex Kuntz HeadshotAlex Kuntz

Head of Cloud Curriculum, DataCamp

Alex is the Head of Cloud Curriculum at DataCamp. After a few years of classroom teaching, he moved into the EdTech space. He now has 10 years of experience making online courses on Python, SQL, and Cloud technologies!
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