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Generative AI for Data Science

delete2025-07-01
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PRE
AI
C
Christof Ebert
P
Priyanka Nawalramka
DOI:10.1109/MS.2025.3562046delete
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Abstract

Abstract

En 中文
Struggling with messy data or incomplete datasets? Trying to find patterns in your static analysis or test results? Generative AI (GAI) is transforming data science by automating data cleaning, generating high-quality synthetic data, and optimizing model training. Learn with our hands-on examples how to enhance data science with GAI to accelerate insights, enhance accuracy, and set up predictive models.—Christof Ebert
Keywords:
Training
Accuracy
Generative AI
Static analysis
Data science
Predictive models
Data models
Synthetic data
Data analysis
Software testing

Journal

IEEE Software cover
IEEE Software
IF:
3
Papers:
3.1K
Citations:
3.6K

Organization

V
vector consulting services, stuttgart, germany
Scholars:
1
Papers: 1
Citations: 0
H
housecanary, boulder, co, usa
Scholars:
1
Papers: 1
Citations: 0