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020 _a9789819714773
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024 7 _a10.1007/978-981-97-1477-3
_2doi
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_223
100 1 _aWeng, Wei.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9101857
245 1 2 _aA Beginner's Guide to Informatics and Artificial Intelligence
_h[electronic resource] :
_bA Short Course Towards Practical Problem Solving /
_cby Wei Weng.
250 _a1st ed. 2024.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2024.
300 _aXVIII, 123 p. 111 illus., 55 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aComputer -- Flowchart -- Time Complexity -- AI: Mathematical Modeling -- AI: Genetic Algorithms -- AI: Machine Learning -- Network -- Database -- Information Security.
520 _aEmbark 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.
650 0 _aComputer science.
_99832
650 1 4 _aComputer Science.
_99832
710 2 _aSpringerLink (Online service)
_9101863
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789819714766
776 0 8 _iPrinted edition:
_z9789819714780
856 4 0 _uhttps://doi.org/10.1007/978-981-97-1477-3
912 _aZDB-2-SCS
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