LEADER 02635nam 2200505 450 001 996464385103316 005 20220506140342.0 010 $a981-16-2233-7 024 7 $a10.1007/978-981-16-2233-5 035 $a(CKB)4100000012001354 035 $a(DE-He213)978-981-16-2233-5 035 $a(MiAaPQ)EBC6707217 035 $a(Au-PeEL)EBL6707217 035 $a(OCoLC)1264471293 035 $a(PPN)257354034 035 $a(EXLCZ)994100000012001354 100 $a20220506d2021 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDeep learning and practice with mindspore /$fLei Chen 205 $a1st ed. 2021. 210 1$aSingapore :$cSpringer,$d[2021] 210 4$dİ2021 215 $a1 online resource (XVIII, 394 p. 357 illus., 13 illus. in color.) 225 1 $aCognitive Intelligence and Robotics,$x2520-1964 311 $a981-16-2232-9 327 $aChapter 1. Introduction -- Chapter 2. Deep Learning Basics -- Chapter 3. DNN -- Chapter 4. Training of DNNs -- Chapter 5. Convolutional Neural Network -- Chapter 6. RNN -- Chapter 7. Unsupervised Learning: Word Vector -- Chapter 8. Unsupervised Learning: Graph Vector -- Chapter 9. Unsupervised Learning: Deep Generative Model -- Chapter 10. Deep Reinforcement Learning -- Chapter 11. Automated Machine Learning -- Chapter 12. Device-Cloud Collaboration -- Chapter 13. Deep Learning Visualization -- Chapter 14. Data Preparation for Deep Learning. 330 $aThis book systematically introduces readers to the theory of deep learning and explores its practical applications based on the MindSpore AI computing framework. Divided into 14 chapters, the book covers deep learning, deep neural networks (DNNs), convolutional neural networks (CNNs), recurrent neural networks (RNNs), unsupervised learning, deep reinforcement learning, automated machine learning, device-cloud collaboration, deep learning visualization, and data preparation for deep learning. To help clarify the complex topics discussed, this book includes numerous examples and links to online resources. 410 0$aCognitive Intelligence and Robotics,$x2520-1964 606 $aMachine learning 606 $aArtificial intelligence 615 0$aMachine learning. 615 0$aArtificial intelligence. 676 $a006.31 700 $aChen$b Lei$f1972-$0966585 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996464385103316 996 $aDeep learning and practice with mindspore$92841927 997 $aUNISA LEADER 00774nam0 22002171i 450 001 UON00180298 005 20231205103129.139 100 $a20030730d1924 |0itac50 ba 101 $aeng 102 $aGB 105 $a|||| 1|||| 200 1 $aPrimitive law$fby E. Sidney Hartland 210 $aLondon$cMethuen & Co.$d1924 - 221 p. ; 19 cm. 606 $aDiritto$xStoria$3UONC034702$2FI 700 1$aHARTLAND$bSidney$3UONV103351$0675597 801 $aIT$bSOL$c20250228$gRICA 899 $aSIBA - SISTEMA BIBLIOTECARIO DI ATENEO$2UONSI 912 $aUON00180298 950 $aSIBA - SISTEMA BIBLIOTECARIO DI ATENEO$dSI EUR B 0802 $eSI SC 4334 5 0802 996 $aPrimitive law$91289186 997 $aUNIOR