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020 _a9783030922450
024 7 _a10.1007/978-3-030-92245-0
_2doi
040 _aTR-AnTOB
_beng
_erda
_cTR-AnTOB
041 _aeng
050 4 _aQ336
072 7 _aTJK
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072 7 _aTEC041000
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245 1 0 _aArtificial Intelligence for Data Science in Theory and Practice
_h[electronic resource] /
_cedited by Mohamed Alloghani, Christopher Thron, Saad Subair.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-9503 ;
_v1006
505 0 _aIntroduction -- Part I: Government services -- Intelligent chat bots for online customer service -- Improved services delivery using AI -- Intelligent policing: physical crime and cybercrime prevention and detection -- Part II: Healthcare Services -- Breast cancer diagnosis -- IoT Pharmaceutical management -- Biomedical Text conversion algorithms -- Part III: Education -- Machine learning in teaching and assessment of students -- Prediction of student performance -- Training the next generation of AI students -- Part IV: Tourism and hospitality -- Landmark recognition -- Recommender system for tourists -- Part V: AI Ethics -- Ethics of facial recognition -- Ethics of robotic services -- Bias issues and misapplication of machine learning -- Conclusion.
520 _aThis book provides valuable information on effective, state-of-the-art techniques and approaches for governments, students, researchers, practitioners, entrepreneurs and teachers in the field of artificial intelligence (AI). The book explains the data and AI, types and properties of data, the relation between AI algorithms and data, what makes data AI ready, steps of data pre-processing, data quality, data storage and data platforms. Therefore, this book will be interested by AI practitioners, academics, researchers, and lecturers in computer science, artificial intelligence, machine learning and data sciences. Presents approaches to artificial intelligence taken by various sectors; Includes development-related applications in AI from around the world; Discusses AI in government, healthcare, education, tourism in addition to AI ethics. .
650 0 _aTelecommunication.
650 0 _aMachine learning.
650 0 _aComputational intelligence.
650 0 _aArtificial intelligence.
650 0 _aQuantitative research.
650 1 4 _aCommunications Engineering, Networks.
650 2 4 _aMachine Learning.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence.
650 2 4 _aData Analysis and Big Data.
653 0 _aArtificial intelligence -- Data processing
700 1 _aAlloghani, Mohamed.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aThron, Christopher.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSubair, Saad.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
830 0 _aStudies in Computational Intelligence,
_x1860-9503 ;
_v1006
856 4 0 _uhttps://doi.org/10.1007/978-3-030-92245-0
_3Springer eBooks
_zOnline access link to the resource
942 _2lcc
_cEBK