001442174 000__ 03988cam\a2200637\i\4500
001442174 001__ 1442174
001442174 003__ OCoLC
001442174 005__ 20230310003316.0
001442174 006__ m\\\\\o\\d\\\\\\\\
001442174 007__ cr\un\nnnunnun
001442174 008__ 210826s2022\\\\si\a\\\\ob\\\\000\0\eng\d
001442174 019__ $$a1265464572$$a1287768875
001442174 020__ $$a9789811651601$$q(electronic bk.)
001442174 020__ $$a9811651604$$q(electronic bk.)
001442174 020__ $$z9789811651595
001442174 020__ $$z9811651590
001442174 0247_ $$a10.1007/978-981-16-5160-1$$2doi
001442174 035__ $$aSP(OCoLC)1265085970
001442174 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dGW5XE$$dEBLCP$$dOCLCO$$dOCLCF$$dDCT$$dOCLCO$$dN$T$$dAUD$$dOCLCO$$dOCLCQ$$dCOM$$dOCLCO$$dOCLCQ
001442174 049__ $$aISEA
001442174 050_4 $$aTA345$$b.M35 2022
001442174 08204 $$a620.001/5$$223
001442174 1001_ $$aMahalle, Parikshit N.,$$eauthor.
001442174 24510 $$aFoundations of data science for engineering problem solving /$$cParikshit Narendra Mahalle, Gitanjali Rahul Shinde, Priya Dudhale Pise, Jyoti Yogesh Deshmukh.
001442174 264_1 $$aSingapore :$$bSpringer,$$c[2022]
001442174 264_4 $$c©2022
001442174 300__ $$a1 online resource :$$billustrations (chiefly color)
001442174 336__ $$atext$$btxt$$2rdacontent
001442174 337__ $$acomputer$$bc$$2rdamedia
001442174 338__ $$aonline resource$$bcr$$2rdacarrier
001442174 347__ $$atext file
001442174 347__ $$bPDF
001442174 4901_ $$aStudies in big data,$$x2197-6511 ;$$vvolume 94
001442174 504__ $$aIncludes bibliographical references.
001442174 5050_ $$aIntroduction to Data Science -- Data Collection and Preparation -- Data Analysis and Machine learning Algorithms -- Data Visualization Tools and Data Modelling -- Data Science in Information, Communication and Technology -- Data Science in Civil & Mechanical Engineering -- Data Science in Clinical Decision System -- Conclusions.
001442174 506__ $$aAccess limited to authorized users.
001442174 520__ $$aThis book is one-stop shop which offers essential information one must know and can implement in real-time business expansions to solve engineering problems in various disciplines. It will also help us to make future predictions and decisions using AI algorithms for engineering problems. Machine learning and optimizing techniques provide strong insights into novice users. In the era of big data, there is a need to deal with data science problems in multidisciplinary perspective. In the real world, data comes from various use cases, and there is a need of source specific data science models. Information is drawn from various platforms, channels, and sectors including web-based media, online business locales, medical services studies, and Internet. To understand the trends in the market, data science can take us through various scenarios. It takes help of artificial intelligence and machine learning techniques to design and optimize the algorithms. Big data modelling and visualization techniques of collected data play a vital role in the field of data science. This book targets the researchers from areas of artificial intelligence, machine learning, data science and big data analytics to look for new techniques in business analytics and applications of artificial intelligence in recent businesses.
001442174 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed August 30, 2021).
001442174 650_0 $$aEngineering$$xData processing.
001442174 650_0 $$aBig data.
001442174 650_0 $$aInformation visualization.
001442174 650_6 $$aIngénierie$$xInformatique.
001442174 650_6 $$aDonnées volumineuses.
001442174 650_6 $$aVisualisation de l'information.
001442174 655_0 $$aElectronic books.
001442174 7001_ $$aShinde, Gitanjali Rahul,$$d1983-$$eauthor.
001442174 7001_ $$aPise, Priya Dudhale,$$eauthor.
001442174 7001_ $$aDeshmukh, Jyoti Yogesh,$$eauthor.
001442174 77608 $$iPrint version:$$z9811651590$$z9789811651595$$w(OCoLC)1259587450
001442174 830_0 $$aStudies in big data ;$$vv. 94.$$x2197-6511
001442174 852__ $$bebk
001442174 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-16-5160-1$$zOnline Access$$91397441.1
001442174 909CO $$ooai:library.usi.edu:1442174$$pGLOBAL_SET
001442174 980__ $$aBIB
001442174 980__ $$aEBOOK
001442174 982__ $$aEbook
001442174 983__ $$aOnline
001442174 994__ $$a92$$bISE