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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik Guide to Using Generative AI in Programming
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Guide to Using Generative AI in Programming
Antti Laaksonen (Broschiert, Englisch)
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Beschreibung
Generative AI has changed the landscape of programming. How can AI tools be used effectively and safely, and what is the role of human programmers now? This unique textbook/guide is a comprehensive introduction to using generative AI in programming. Based on both practical experience and scientific studies, it shows how AI tools can be applied effectively to programmers’ tasks—such as information… retrieval, code generation, test creation, and code analysis. The book explores both the new possibilities and the risks of using generative AI, emphasizing the importance of programmers’ expertise: Whereas AI tools can make programmers more productive, their use may also lead to serious problems. The book also addresses how learning and teaching programming are evolving in the era of generative AI. Topics and features: Explains how large language models work under the hood, and how this affects their abilities and limitations Includes a wealth of practical examples of using AI tools in a variety of programming languages Offers advice on how to build effective prompts for tasks such as generating professional code and learning new programming languages Explores recent scientific literature on using generative AI in software development and programming education Shows how generative AI connects to the history of programming, including developments in programming paradigms and abstractions This textbook is an ideal guide for students and programmers wishing to understand the role of generative AI in programming, as well as to learn both how to use AI tools in practice and the theory behind them. The book assumes basic programming knowledge, but no prior experience with AI tools is necessary. It is suitable both for beginners learning programming and for experienced programmers looking to update their skills. 48,14 €
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Technische Daten
Erscheinungsdatum
10.02.2026
Sprache
Englisch
EAN
9783032074522
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Undergraduate Topics in Computer Science
Sonderedition
Nein
Autor
Antti Laaksonen
Seitenanzahl
183
Einbandart
Broschiert
Schlagwörter
Generative artificial intelligence, Code generation, ChatGPT, GitHub Copilot, Code analysis
Thema-Inhalt
UM - Computerprogrammierung und Softwareentwicklung
UYQ - Künstliche Intelligenz
UYA - Theoretische Informatik
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Palgrave Macmillan, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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