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Practical Data Mining with AI for Social Scientists

By Kirilenko, Andrei P.

Practical Data Mining with AI for Social Scientists

By Kirilenko, Andrei P.

0 - Default Title
Description
This book is designed as a foundational textbook for upper-level undergraduate and graduate students from non-technical fields who want to acquire a basic understanding of data science and learn practical skills in data analysis. It distinguishes itself by combining theoretical knowledge with practical applications, bridged through extensive Python programming exercises. To accommodate social scientists' needs, the book emphasizes the analysis of textual data, especially those acquired from surveys and social media. For those without prior programming experience, the book provides instruction on using an AI-assisted Python programming tool, following the learn-by-doing methodology of acquiring new skills through experience. The overall learning goal of the book is to develop a conceptual understanding of data mining as well as the technical skills necessary for real-world data analysis.
Product details
Binding:
Paperback
Number of Pages:
536
Release Date:
2026-01-10
Publication Date:
2026-01-10
Publisher:
Springer
Languages:
Original: English
ISBN10:
3031896882
ISBN13:
9783031896880
GPSR Manufacturer Reference:
[email protected]
Weight:
900 g
Height:
155 cm
Width:
235 cm
Thickness:
27 cm
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