A Beginner’s Guide to Informatics and Artificial Intelligence : A Short Course Towards Practical Problem Solving / by Wei Weng

Von:

Weng, Wei [VerfasserIn]

Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Verlag: Singapore : Springer Nature Singapore, 2024Verlag: Singapore : Imprint: Springer, 2024Auflage: 1st ed. 2024Beschreibung: 1 Online-Ressource(XVIII, 123 p. 111 illus., 55 illus. in color.)ISBN:

9789819714773

Schlagwörter:

Computer science

Andere physische Formen: 9789819714766 | 9789819714780 | Erscheint auch als: 9789819714766 Druck-Ausgabe | Erscheint auch als: 9789819714780 Druck-AusgabeDOI: DOI: 10.1007/978-981-97-1477-3Online-Ressourcen:

Zugang im Netz des KIT

Zusammenfassung: Computer -- Flowchart -- Time Complexity -- AI: Mathematical Modeling -- AI: Genetic Algorithms -- AI: Machine Learning -- Network -- Database -- Information Security.Zusammenfassung: Embark on a transformative learning journey with this book, a concise and engaging short course for those taking their first steps into the realms of information science and AI. Ideal for undergraduates, graduates, and professionals, this book lays a sturdy foundation upon which readers can build whether their aim is to undertake research projects, pursue a career in technology, or simply understand the workings of the digital age. The learning objectives are: * Foundational understanding: Build a sturdy foundation by introducing basic concepts and gradually progressing to advanced topics. * Practical problem-solving: Foster the ability to solve real-world problems through guided exercises and application-oriented learning. * Holistic knowledge: Provide a holistic understanding of information science and AI, empowering learners to contribute meaningfully to the future of these disciplines. The key features are: * Comprehensive coverage: Explore computer science basics to advanced AI techniques for a holistic understanding of the field. * Engaging writing style: Complex concepts made approachable for beginners without sacrificing depth. * Bridging theory with application: Real-world scenarios illustrate and encourage practical applications. * Practical exercises: Guided hands-on exercises develop problem-solving skills, ensuring a practical understanding of the material. * Enriched learning experience: Vivid examples, flowcharts, and interactive elements bring concepts to life. E-lectures of the book "Informatics and Artificial Intelligence for Beginners I & II" will be released on Springer Video soon to further enhance the learning experience.PPN: PPN: 1889363618Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-SCS | ZDB-2-SXCS

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