LEADER 03945nam 2200481 450 001 9910467018403321 005 20200520144314.0 010 $a1-78847-155-5 035 $a(CKB)4100000005248905 035 $a(MiAaPQ)EBC5455319 035 $a(CaSebORM)9781788474221 035 $a(PPN)230108334 035 $a(Au-PeEL)EBL5455319 035 $a(OCoLC)1046616797 035 $a(EXLCZ)994100000005248905 100 $a20180816d2018 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aApache spark deep learning cookbook $eover 80 recipes that streamline deep learning in a distributed environment with Apache Spark /$fAhmed Sherif, Amrith Ravindra 205 $a1st edition 210 1$aBirmingham ;$aMumbai :$cPackt,$d2018. 215 $a1 online resource (462 pages) 311 $a1-78847-422-8 320 $aIncludes bibliographical references. 330 $aA solution-based guide to put your deep learning models into production with the power of Apache Spark Key Features Discover practical recipes for distributed deep learning with Apache Spark Learn to use libraries such as Keras and TensorFlow Solve problems in order to train your deep learning models on Apache Spark Book Description With deep learning gaining rapid mainstream adoption in modern-day industries, organizations are looking for ways to unite popular big data tools with highly efficient deep learning libraries. As a result, this will help deep learning models train with higher efficiency and speed. With the help of the Apache Spark Deep Learning Cookbook, you'll work through specific recipes to generate outcomes for deep learning algorithms, without getting bogged down in theory. From setting up Apache Spark for deep learning to implementing types of neural net, this book tackles both common and not so common problems to perform deep learning on a distributed environment. In addition to this, you'll get access to deep learning code within Spark that can be reused to answer similar problems or tweaked to answer slightly different problems. You will also learn how to stream and cluster your data with Spark. Once you have got to grips with the basics, you'll explore how to implement and deploy deep learning models, such as Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN) in Spark, using popular libraries such as TensorFlow and Keras. By the end of the book, you'll have the expertise to train and deploy efficient deep learning models on Apache Spark. What you will learn Set up a fully functional Spark environment Understand practical machine learning and deep learning concepts Apply built-in machine learning libraries within Spark Explore libraries that are compatible with TensorFlow and Keras Explore NLP models such as Word2vec and TF-IDF on Spark Organize dataframes for deep learning evaluation Apply testing and training modeling to ensure accuracy Access readily available code that may be reusable Who this book is for If you're looking for a practical and highly useful resource for implementing efficiently distributed deep learning models with Apache Spark, then the Apache Spark Deep Learning Cookbook is for you. Knowledge of the core machine learning concepts and a basic understanding of the Apache Spark framework is required to get the best out of this book. Additionally, some programming knowledge in Python ... 606 $aData mining$xComputer programs 606 $aBig data 608 $aElectronic books. 615 0$aData mining$xComputer programs. 615 0$aBig data. 676 $a006.312 700 $aSherif$b Ahmed$0897913 702 $aRavindra$b Amrith 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910467018403321 996 $aApache spark deep learning cookbook$92006090 997 $aUNINA LEADER 02201nam 2200613Ia 450 001 9910464352203321 005 20170814182610.0 010 $a1-4623-5888-8 010 $a1-4527-9252-6 010 $a1-283-51585-7 010 $a1-4519-8500-2 010 $a9786613828309 035 $a(CKB)3360000000443758 035 $a(EBL)3014449 035 $a(SSID)ssj0000941805 035 $a(PQKBManifestationID)11514419 035 $a(PQKBTitleCode)TC0000941805 035 $a(PQKBWorkID)10963824 035 $a(PQKB)10398653 035 $a(OCoLC)694141109 035 $a(MiAaPQ)EBC3014449 035 $a(EXLCZ)993360000000443758 100 $a20061114d2006 uf 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aInternational policy coordination and simple monetary policy rules$b[electronic resource] /$fWolfram Berger and Helmut Wagner 210 $a[Washington, D.C.] $cInternational Monetary Fund, Research Dept.$dc2006 215 $a1 online resource (28 p.) 225 1 $aIMF working paper ;$vWP/06/164 300 $a"June 2006." 311 $a1-4518-6424-8 320 $aIncludes bibliographical references. 327 $a""Contents""; ""I. INTRODUCTION""; ""II. THE MODEL""; ""III. WELFARE, OUTPUT AND CONSUMPTION ""; ""IV. OPTIMAL MONETARY POLICY AND POLICY COORDINATION ""; ""V. SIMPLE RULES AND WELFARE""; ""VI. CONCLUSIONS""; ""REFERENCES"" 410 0$aIMF working paper ;$vWP/06/164. 606 $aEconomic policy$xEconometric models 606 $aMonetary policy$xEconometric models 606 $aPrices$xEconometric models 608 $aElectronic books. 615 0$aEconomic policy$xEconometric models. 615 0$aMonetary policy$xEconometric models. 615 0$aPrices$xEconometric models. 700 $aBerger$b Wolfram$0971075 701 $aWagner$b Helmut$f1951-$0120712 712 02$aInternational Monetary Fund.$bResearch Dept. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910464352203321 996 $aInternational policy coordination and simple monetary policy rules$92207200 997 $aUNINA LEADER 02925nam 2200673 a 450 001 9910784855203321 005 20230801211945.0 010 $a1-280-35091-1 010 $a0-7879-5926-X 010 $a9786610350919 035 $a(CKB)1000000000403680 035 $a(EBL)120496 035 $a(OCoLC)469668305 035 $a(SSID)ssj0000202812 035 $a(PQKBManifestationID)12024180 035 $a(PQKBTitleCode)TC0000202812 035 $a(PQKBWorkID)10252662 035 $a(PQKB)10101568 035 $a(SSID)ssj0000303253 035 $a(PQKBManifestationID)12115125 035 $a(PQKBTitleCode)TC0000303253 035 $a(PQKBWorkID)10275617 035 $a(PQKB)10663445 035 $a(MiAaPQ)EBC120496 035 $a(Au-PeEL)EBL120496 035 $a(CaPaEBR)ebr10026379 035 $a(CaONFJC)MIL35091 035 $a(EXLCZ)991000000000403680 100 $a20010502d1998 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMighty stories, dangerous rituals $eweaving together the human and the divine /$fHerbert Anderson, Edward Foley 205 $a1st ed. 210 $aSan Francisco $cJossey-Bass$dc1998 215 $a1 online resource (225 pages) 311 0 $a0-7879-5648-1 311 0 $a0-7879-0880-0 320 $aIncludes bibliographical references (p. 187-192) and index. 327 $aPreface -- The authors -- The power of storytelling -- Ritualizing our stories -- Connecting the divine and human narratives -- Welcoming the child -- Preparing for marriage -- Encountering death -- Creating new rituals -- Revitalizing rituals with stories -- Reconciling stories and rituals -- Epilogue. 330 $aBringing together two of our greatest sources of meaning and transformationThis book marries two partners that are made for each other. The result, as in all good unions, is mutual enrichment and deeper life.--Jack Shea, author of Stories of GodNow available in paperback, this moving and enlightening book presents us with a compelling vision of what can happen when we take the opportunity to connect stories and rituals--a vision of individuals and communities transformed through a deeper sense of connection to our loved ones, our communities, and God. Herbert Anderson and E 606 $aPastoral theology 606 $aStorytelling$xReligious aspects$xChristianity 606 $aRites and ceremonies 615 0$aPastoral theology. 615 0$aStorytelling$xReligious aspects$xChristianity. 615 0$aRites and ceremonies. 676 $a253 700 $aAnderson$b Herbert$f1936-$01562763 701 $aFoley$b Edward$01117641 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910784855203321 996 $aMighty stories, dangerous rituals$93830648 997 $aUNINA