LEADER 02529oam 2200445K 450 001 9910814711403321 005 20200921045615.0 010 $a1-000-76759-0 010 $a0-429-34261-6 010 $a1-000-76797-3 035 $a(CKB)4100000011397646 035 $a(MiAaPQ)EBC6315493 035 $a(OCoLC)1190725826$z(OCoLC)1191178580 035 $a(OCoLC-P)1190725826 035 $a(FlBoTFG)9780429342615 035 $a(EXLCZ)994100000011397646 100 $a20200826d2020 uy 0 101 0 $aeng 135 $aurcnu---unuuu 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMachine learning in cognitive IoT /$fby Neeraj Kumar, Aaisha Makkar 210 1$aBoca Raton, FL :$cCRC Press, Taylor & Francis Group,$d[2020] 215 $a1 online resource (xxii, 296 pages) $cillustrations 311 $a0-367-35920-0 311 $a0-367-35916-2 320 $aIncludes bibliographical references and index. 330 $aThis book covers the different technologies of Internet, and machine learning capabilities involved in Cognitive Internet of Things (CIoT). Machine learning is explored by covering all the technical issues and various models used for data analytics during decision making at different steps. It initiates with IoT basics, its history, architecture and applications followed by capabilities of CIoT in real world and description of machine learning (ML) in data mining. Further, it explains various ML techniques and paradigms with different phases of data pre-processing and feature engineering. Each chapter includes sample questions to help understand concepts of ML used in different applications. Explains integration of Machine Learning in IoT for building an efficient decision support system Covers IoT, CIoT, machine learning paradigms and models Includes implementation of machine learning models in R Help the analysts and developers to work efficiently with emerging technologies such as data analytics, data processing, Big Data, Robotics Includes programming codes in Python/Matlab/R alongwith practical examples, questions and multiple choice questions 606 $aEmbedded computer systems 615 0$aEmbedded computer systems. 676 $a004.16 700 $aKumar$b Neeraj$c(Computer scientist),$01724521 702 $aMakkar$b Aaisha 801 0$bOCoLC-P 801 1$bOCoLC-P 906 $aBOOK 912 $a9910814711403321 996 $aMachine learning in cognitive IoT$94126697 997 $aUNINA