Introduction to Data Science for Engineering Students

Name: Introduction to Data Science for Engineering Students
Brand: World Scientific Publishing Company
SKU: 9789819823420
Price: 327.35 RON
Availability: InStock

Autor: BILIONIS ILIAS

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Legare: Carte broșată

Editura: World Scientific Publishing Company

Disponibilitate: În depozitul extern

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327.35 lei

This book offers engineering students a concise and practical introduction to data science - no prio...

Informații despre carte

Autor

BILIONIS ILIAS

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2026

Pagini

324

EAN

9789819823420

ISBN

9819823420

Enbook ID

49752716

Editura

World Scientific Publishing Company

Greutate

494

Descriere completă

This book offers engineering students a concise and practical introduction to data science - no prior experience required. Designed specifically for those new to programming and statistical analysis, the book introduces the essential tools and concepts behind today's predictive AI systems.

Based on a proven course at Purdue University, Introduction to Data Science for Engineering Students equips students with core data science knowledge, such as Python programming, data analysis techniques, and key foundational statistical concepts necessary for predictive modelling. Through real-world engineering examples (e.g. predicting engine efficiency), students learn how to visualize and analyze real experimental data, apply probability to manage uncertainty, and learn how to build reliable predictive models step-by-step.

Covering everything from data arrays and visualization to logistic regression and maximum likelihood estimation, the book prepares students to become data-ready in less than a semester. By the end of the book, readers will have gained not only theoretical insight but also hands-on experience with tools they can use immediately in labs, internships, or future careers. This is a must-have primer for any engineering student seeking to become data-literate in an increasingly AI-driven world.

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Introduction to Data Science for Engineering Students

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