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A Beginner's Guide to Informatics and Artificial Intelligence
A Short Course Towards Practical Problem Solving
Taschenbuch von Wei Weng
Sprache: Englisch

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Beschreibung
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.
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.
Über den Autor

Wei Weng is an outstanding educator and researcher in the fields of information science, artificial intelligence (AI), and industrial engineering. Her teaching skills were underscored during her time at Waseda University, where her course "Introduction to Intelligent Systems" earned her the WASEDA Teaching Award in 2017. Later, at Kanazawa University in 2021, her course "Information Science" stood out among a pool of over 500 courses, becoming one of the two essential courses required for completing the university's Data Science Special Education Program. The e-lecture materials she developed for the course were submitted not only to participate in national e-learning material contests but also to the Ministry of Education of Japan as the representative lecturing materials of Kanazawa University. In 2022, the Ministry of Education granted approval for the issuance of a nationally recognized Data Science certificate to students completing the program.

Inhaltsverzeichnis

Computer.- Flowchart.- Time Complexity.- AI: Mathematical Modeling.- AI: Genetic Algorithms.- AI: Machine Learning.- Network.- Database.- Information Security.

Details
Erscheinungsjahr: 2024
Fachbereich: EDV
Genre: Importe, Informatik
Rubrik: Naturwissenschaften & Technik
Thema: Lexika
Medium: Taschenbuch
Inhalt: xviii
123 S.
56 s/w Illustr.
55 farbige Illustr.
123 p. 111 illus.
55 illus. in color.
ISBN-13: 9789819714766
ISBN-10: 9819714761
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Weng, Wei
Hersteller: Springer Singapore
Springer Nature Singapore
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 8 mm
Von/Mit: Wei Weng
Erscheinungsdatum: 19.05.2024
Gewicht: 0,257 kg
Artikel-ID: 128531841
Über den Autor

Wei Weng is an outstanding educator and researcher in the fields of information science, artificial intelligence (AI), and industrial engineering. Her teaching skills were underscored during her time at Waseda University, where her course "Introduction to Intelligent Systems" earned her the WASEDA Teaching Award in 2017. Later, at Kanazawa University in 2021, her course "Information Science" stood out among a pool of over 500 courses, becoming one of the two essential courses required for completing the university's Data Science Special Education Program. The e-lecture materials she developed for the course were submitted not only to participate in national e-learning material contests but also to the Ministry of Education of Japan as the representative lecturing materials of Kanazawa University. In 2022, the Ministry of Education granted approval for the issuance of a nationally recognized Data Science certificate to students completing the program.

Inhaltsverzeichnis

Computer.- Flowchart.- Time Complexity.- AI: Mathematical Modeling.- AI: Genetic Algorithms.- AI: Machine Learning.- Network.- Database.- Information Security.

Details
Erscheinungsjahr: 2024
Fachbereich: EDV
Genre: Importe, Informatik
Rubrik: Naturwissenschaften & Technik
Thema: Lexika
Medium: Taschenbuch
Inhalt: xviii
123 S.
56 s/w Illustr.
55 farbige Illustr.
123 p. 111 illus.
55 illus. in color.
ISBN-13: 9789819714766
ISBN-10: 9819714761
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Weng, Wei
Hersteller: Springer Singapore
Springer Nature Singapore
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 8 mm
Von/Mit: Wei Weng
Erscheinungsdatum: 19.05.2024
Gewicht: 0,257 kg
Artikel-ID: 128531841
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