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Genetic algorithms --- Artificial intelligence --- Evolutionary computation --- Evolution --- Mathematical Computing --- Models, Genetic --- Models, Theoretical --- Artificial intelligence. --- Evolutionary computation. --- Genetic algorithms. --- Algoritmen. --- Zoekstrategieën. --- Computermethoden. --- Datenverarbeitung --- Zeitschrift --- Online-Ressource --- Künstliche Intelligenz --- Mathematical Computing. --- Models, Genetic. --- Biological Evolution. --- Models, Theoretical. --- Natural Computation. --- Computerunterstützte Intelligenz --- Maschinelle Intelligenz --- KI --- Netzpublikation --- Online-Publikation --- Computerdatei im Fernzugriff --- Online-Dokument --- On-line-Dokument --- On-line-Publikation --- Periodikum --- Zeitschriften --- ADV --- Automatische Datenverarbeitung --- Automatisierte Datenverarbeitung --- EDV --- Elektronische Datenverarbeitung --- Abstammung --- GAs (Algorithms) --- Genetic searches (Algorithms) --- Experimental Model --- Experimental Models --- Mathematical Model --- Model, Experimental --- Models (Theoretical) --- Models, Experimental --- Models, Theoretic --- Theoretical Study --- Mathematical Models --- Model (Theoretical) --- Model, Mathematical --- Model, Theoretical --- Models, Mathematical --- Studies, Theoretical --- Study, Theoretical --- Theoretical Model --- Theoretical Models --- Theoretical Studies --- Genetic Models --- Genetic Model --- Model, Genetic --- Computation, Evolutionary --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Computing, Statistical --- Mathematic Computing --- Statistical Programs, Computer Based --- Statistical Computing --- Computing, Mathematic --- Computing, Mathematical --- Computings, Mathematic --- Computings, Mathematical --- Computings, Statistical --- Mathematic Computings --- Mathematical Computings --- Statistical Computings --- Evolution, Biological --- Intelligenz --- Elektronische Publikation --- Presse --- Fortlaufendes Sammelwerk --- Automation --- Computer --- Datentechnik --- Informatik --- Entwicklung --- Phylogenetik --- Evolutionsbiologie --- Algorithms --- Combinatorial optimization --- Genetic programming (Computer science) --- Learning classifier systems --- Computer Simulation --- Systems Theory --- Neural networks (Computer science) --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Sociobiology --- Computerunterstützte Intelligenz

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In recent decades, historical educational research has developed into a field of research and work that is multifaceted in its topics, methods, and theoretical references and is interdisciplinary. The methods, working techniques, and tools of the digital humanities, which influence many areas of the humanities and cultural studies today, are also already being applied there in a variety of ways. This volume demonstrates this with concrete examples from current research projects and working groups related to historical education research. The contributions give examples of the application of selected digital tools and research methods and put research-practical as well as epistemological questions up for discussion. Historische Bildungsforschung hat sich in den letzten Jahrzehnten zu einem Forschungs- und Arbeitsgebiet entwickelt, das in seinen Themen, Methoden und theoretischen Bezügen vielseitig aufgestellt und interdisziplinär anschlussfähig ist. Auch Methoden, Arbeitstechniken und Tools der Digital Humanities, die viele Bereiche der Geistes- und Kulturwissenschaften heute beeinflussen, finden dort bereits in vielfältiger Weise Anwendung. Dies zeigt der vorliegende Band anhand konkreter Beispiele aus aktuellen Forschungsprojekten und Arbeitsgruppen mit Bezug zur historischen Bildungsforschung. Die Beiträge geben Anwendungsbeispiele für ausgewählte digitale Werkzeuge und Forschungsmethoden und stellen forschungspraktische wie auch epistemologische Fragen zur Diskussion.

History of education --- Historische Bildungsforschung; Digitalisierung; Digitale Medien; Technologische Entwicklung; Bildungsgeschichte; Computerunterstütztes Verfahren; Historische Quelle; Quellensammlung; Digitale Informationsspeicherung; Analyse; Grundwissen; Wissenschaftsforschung; Erziehungswissenschaft; Online; Modellierung; Computerlinguistik; Schulbuch; Schulgeschichte; Pädagogische Zeitschrift; Religionsunterricht; Frau; Studium; Methodologie; Kollaboration; Schule; Archiv; Open Access; Hochschulgeschichte; Forschungsdaten; Prosopografie; Vernetzung; Hochschule; Geisteswissenschaften; Student; Daten; Wirtschaftsgeschichte; Humankapital; Literatur; Erinnerung; Zeitgeschichte; Karte; Kollektives Gedächtnis; Holocaust; Lernen; Sexualaufklärung; Fotografie; Soziales Netzwerk; Website; Informationsangebot; Elektronische Datenverarbeitung; Mediengeschichte; Stapfer, Philipp Albert; Mollenhauer, Klaus; 17. Jahrhundert; 18. Jahrhundert; 19. Jahrhundert; 20. Jahrhundert; 21. Jahrhundert; Nationalsozialismus; Deutschland ; Mittelalter; Frühe Neuzeit; Methode; Projekt; Längsschnittuntersuchung; Quantitative Analyse; Qualitative Analyse; Statistik; Deutschland; Schweiz; Dänemark; Norwegen; Bologna; Padua; Paris; Hannover; Bochum; Heiliges Römisches Reich deutscher Nation; Digitalization; Technological development; History of education; History of educational activities; Science of science; Sciences of education; On line; Modelling (Psychology); Computational linguistics; Text book; Textbook; History of schools; Religious instruction; Teaching of religion; Woman; Women; Academic studies; Methodology; School; History of universities; Higher education institute; Humanities; Intellectual Disciplines; Male student; Data; Economic history; Human capital; Literature; Recollection; Contemporary history; Twentieth century history; Maps; Learning; Sex education; Photography; Social networks; Available information; Electronic data processing; History of media; Nazism; Middle ages; Method; Project; Projects (Learning Activities); Longitudinal analysis; Longitudinal study; Qualitative analysis; Statistics; Germany; Switzerland; Denmark; Norway

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This book examines the massive changes currently taking place in the business world and commonly known under the label “digitalization.” In addition, it describes the significant impacts of technological innovations on processes, products, services and business models. The digital transformation resulting from these developments leads to disruption for many enterprises and industries. While for many years, IT departments mainly concentrated on fulfilling the requirements of business departments effectively and efficiently by means of high-quality IT services and operations, today’s IT departments are increasingly expected to actively co-design and co-create the enterprise. This book describes how information technology enables innovation for businesses, and how IT departments can proactively and in a timely manner collaborate with the business departments of their corporation to leverage these innovations. It also delineates the implications of digitalization for the structures, processes and people in today’s IT departments. IT leaders and managers who are responsible for corporate IT, as well as practice-oriented researchers, will find valuable inspirations and guidance in this book, the central mission of which is to encourage and enable a more proactive role for IT in the digital transformation processes. "This book demonstrates the impact of digital transformation on IT organizations and their management. It also presents potential risks for technology availability, security and data protection. The authors develop a vision of what IT management should look like in ten years if it is to continue playing an important role in the company. The book seeks to motivate IT executives and managers with IT responsibility to actively adapt their thinking and their IT organizations before they are forced to react to external pressure. Definitely worth reading!" Sven Kreimendahl, Director Business Technology Services, Campana & Schott.

Information technology --- Strategic planning. --- Management. --- Information technology. --- Organization. --- Leadership. --- IT in Business. --- Information Systems Applications (incl. Internet). --- Business Strategy/Leadership. --- Innovation/Technology Management. --- Administration --- Industrial relations --- Organization --- Ability --- Command of troops --- Followership --- Organisation --- Management --- IT (Information technology) --- Technology --- Telematics --- Information superhighway --- Knowledge management --- information technology --- impact study --- data protection --- digitisation --- innovation --- Business—Data processing. --- Application software. --- Planning. --- Industrial management. --- Business administration --- Business enterprises --- Business management --- Corporate management --- Corporations --- Industrial administration --- Management, Industrial --- Rationalization of industry --- Scientific management --- Business --- Industrial organization --- Creation (Literary, artistic, etc.) --- Executive ability --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- data processing --- business administration --- economia de negócios --- verslo administravimas --- ekonomika przedsiębiorstwa --- uzņēmuma administrācija --- бизнес администрация --- yritystalous --- деловна администрација --- ekonomika podjetij --- administrarea afacerii --- économie de l'entreprise --- economia aziendale --- företagsekonomi --- administrim biznesi --- správa podniku --- amministrazzjoni operatorja --- poslovno upravljanje --- virksomhedsøkonomi --- ärikorraldus --- економика предузећа --- vállalati gazdálkodás --- economía de la empresa --- Betriebswirtschaft --- οικονομικά της επιχείρησης --- bedrijfseconomie --- üzemgazdaság --- economia afacerii --- hospodárenie podniku --- řízení podnikové činnosti --- uzņēmējdarbības ekonomika --- business economics --- бизнис економија --- ekonomi biznesi --- ekonomika poduzeća --- poslovna administracija --- vállalkozás gazdálkodása --- verslo valdymas --- podniková ekonomika --- riadenie podniku --- ärimajandus --- verslo vadyba --- бизнис администрација --- economia da empresa --- управување со претпријатија --- liiketalous --- liikkeenjohto --- vállalat-gazdaságtan --- řízení podniku --- verslo ekonomika --- zaštita podataka --- tietosuoja --- ochrana údajov --- databeskyttelse --- protecția datelor --- adatvédelem --- përpunim i të dhënave --- Datenschutz --- varstvo podatkov --- protección de datos --- protection des données --- cosaint sonraí --- proteção dos dados --- uppgiftsskydd --- duomenų apsauga --- andmekaitse --- ochrona danych --- datu aizsardzība --- προστασία δεδομένων --- ochrana údajů --- gegevensbescherming --- защита на информация --- protezzjoni tad-data --- заштита на податоци --- заштита података --- protezione dei dati --- Datensicherung --- varnost podatkov --- andmeturve --- ασφάλεια των δεδομένων --- zajištění dat --- dataskydd --- ochrana dat --- databeveiliging --- segurança de dados --- slándáil sonraí --- bezpečnost dat --- безбедност на податоци --- Datensicherheit --- data security --- datu drošība --- gegevensbeveiliging --- aineistoturvallisuus --- sigurnost podataka --- protecção dos dados --- sigurtà tad-data --- сигурност података --- datos protegidos --- sicurezza dei dati --- tietoturva --- zabezpečení údajů --- сигурност на данните --- sécurité des données --- bezpečnosť osobných údajov --- заштита на лични податоци --- bezpieczeństwo danych --- beveiliging van gegevens --- adatbiztonság --- zaštita informacija --- ochrana informací --- duomenų saugumas --- zabezpečení dat --- protezione dei dati personali --- securitate a datelor --- сигурност на податоци --- andmete turvalisus --- Datenverarbeitung --- обрада података --- gegevensverwerking --- obdelava podatkov --- përpunim të të dhënave --- duomenų apdorojimas --- databehandling --- procesarea datelor --- trattamento dei dati --- επεξεργασία δεδομένων --- processamento de dados --- proċessar tad-data --- traitement des données --- обработка на данни --- obrada podataka --- обработка на податоци --- tratamiento de datos --- zpracování dat --- tietojenkäsittely --- adatfeldolgozás --- andmetöötlus --- spracovanie údajov --- datu apstrāde --- próiseáil sonraí --- przetwarzanie danych --- traitement électronique des données --- trattamento elettronico dei dati --- tratamiento electrónico de datos --- elektronické spracovanie údajov --- automatizované spracovanie údajov --- автоматска обработка на податоци --- automatska obrada podataka --- elektronikus adatfeldolgozás --- automatiseeritud andmetöötlus --- automātiskā datu apstrāde --- elektronička obrada podataka --- beeldverwerking --- tratamento de imagem --- elektroniskā datu apstrāde --- automatinis duomenų apdorojimas --- përpunim automatik i të dhënave --- automatic data processing --- electronic data processing --- adatkezelés --- automaatne andmetöötlus --- automaattinen tietojenkäsittely --- επεξεργασία εικόνων --- përpunim elektronik i të dhënave --- prelucrarea automată a datelor --- tratamento eletrónico dos dados --- traitement des images --- tratamento dos dados --- procesarea automată a datelor --- processamento informático --- elaborazione dei dati --- billedbehandling --- elektronické zpracování dat --- procesarea electronică a datelor --- elektrooniline andmetöötlus --- elektronische Datenverarbeitung --- Bildverarbeitung --- elektroninis duomenų apdorojimas --- tratamento de dados --- bildbehandling --- trattamento delle immagini --- automatické zpracování dat --- elektronische gegevensverwerking --- tratamiento de gráficos --- Informationstechnologie --- informaatioteknologia --- teknologjia e informacionit --- infotehnoloogia --- tecnología de la información --- informatietechnologie --- tecnologia da informação --- informačná technológia --- информационна технология --- informationsteknologi --- teknoloġija tal-informazzjoni --- informācijas tehnoloģija --- technologie de l'information --- informační technologie --- tehnologia informației --- információtechnológia --- информатичка технологија --- информациона технологија --- informationsteknik --- τεχνολογία των πληροφοριών --- technologia informacyjna --- informacinė technologija --- tecnologia dell'informazione --- informacijska tehnologija --- sidetehnoloogia --- communications technology --- teknologji komunikacioni --- Kommunikationstechnologie --- Information and communication technologies --- technologie de la communication --- výpočetní technika --- komunikačná technológia --- komunikācijas tehnoloģijas --- informacijos technologija --- tehnologia comunicațiilor --- komunikační technologie --- technique de l'information --- ryšių priemonių technologija --- телекомуникациска технологија --- επικοινωνιακή τεχνολογία --- tecnologia da comunicação --- комуникациска технологија --- viestintäteknologia --- ICT --- tecnologia delle telecomunicazioni --- tecnologia delle comunicazioni --- informační technika --- tecnología de la comunicación --- obavijesna tehnologija --- kommunikationsteknologi --- communicatietechnologie --- τεχνική των πληροφοριών --- információs technológia --- riarachán gnó --- teicneolaíocht faisnéise

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Dieses Buch ist eine Open Access Publikation. Der lange gehegte Traum von künstlicher Intelligenz (KI) wird in unserer Alltagswelt zunehmend Realität. Damit verbinden sich hohe gesellschaftliche Erwartungen, aber auch Sorgen hinsichtlich einer schleichenden Entmündigung des Menschen. Am Beispiel des Forschungssektors lotet dieser Band die Optionen, Entwicklungschancen und Risiken von KI-Techniken für die Zukunft des wissenschaftlichen Erkenntnisprozesses und der darauf beruhenden technischen Entwicklungen aus. Zu diesem Zweck wird zunächst der Stand der KI-Technik und ihrer Anwendungen dargestellt. Es folgen wissenschaftsphilosophische Untersuchungen zur Frage der Ersetzbarkeit des forschenden Menschen durch KI und zu erwartenden Veränderungen in der wissenschaftlichen Forschung. Weitere Abschnitte widmen sich den Folgen für die Arbeitswelt von Forschern/Forscherinnen sowie den durch KI erzeugten neuen Herausforderungen für die rechtliche Regulierung im Spannungsfeld von Wissenschaftsfreiheit und Datenschutz. Der Band schließt mit Empfehlungen für die verantwortlichen Akteure in Wissenschaft, Forschungspolitik und Gesellschaft aus interdisziplinärer Perspektive.

artificial intelligence. --- data collection. --- data processing. --- information analysis. --- anailís ar fhaisnéis --- analiza informacija --- analiza informacji --- informační analýza --- informationsanalyse --- analiza informației --- анализа на информации --- analizë e informacionit --- informačná analýza --- informacijos analizė --- analisi delle informazioni --- análise da informação --- analiżi tal-informazzjoni --- анализ на информация --- analyse de l'information --- analiza informacij --- informācijas analīze --- infoanalüüs --- análisis de la información --- informationsanalys --- tiedon sisällön analyysi --- információelemzés --- informatieanalyse --- Informationsanalyse --- анализа информација --- ανάλυση πληροφοριών --- dokumentinė analizė --- documentary analysis --- ανάλυση δεδομένων --- análise de dados --- análise documental --- gegevensanalyse --- dokumentanalyse --- dokumentační analýza --- dokumentumelemzés --- Datenanalyse --- analyse des données --- duomenų analizė --- dokumentanalys --- dokumendianalüüs --- dataanalys --- analisi documentaria --- analiza datelor --- analiza podataka --- tiedon analysointi --- asiakirjojen analysointi --- analizë dokumentuese --- ανάλυση τεκμηρίωσης --- Dokumentenanalyse --- datu analīze --- análisis de documentos --- analizim të dhënash --- dataanalyse --- data analysis --- dokumentālā analīze --- análisis de datos --- analisi dei dati --- analiză documentară --- analyse documentaire --- análisis documental --- raščlamba obavijesti --- adatelemzés --- dokumentačná analýza --- analýza údajov --- andmeanalüüs --- documentaire analyse --- Datenverarbeitung --- обрада података --- gegevensverwerking --- obdelava podatkov --- përpunim të të dhënave --- duomenų apdorojimas --- databehandling --- procesarea datelor --- trattamento dei dati --- επεξεργασία δεδομένων --- processamento de dados --- proċessar tad-data --- traitement des données --- обработка на данни --- obrada podataka --- обработка на податоци --- tratamiento de datos --- zpracování dat --- tietojenkäsittely --- adatfeldolgozás --- andmetöötlus --- spracovanie údajov --- datu apstrāde --- próiseáil sonraí --- przetwarzanie danych --- traitement électronique des données --- trattamento elettronico dei dati --- tratamiento electrónico de datos --- elektronické spracovanie údajov --- automatizované spracovanie údajov --- автоматска обработка на податоци --- automatska obrada podataka --- elektronikus adatfeldolgozás --- automatiseeritud andmetöötlus --- automātiskā datu apstrāde --- elektronička obrada podataka --- beeldverwerking --- tratamento de imagem --- elektroniskā datu apstrāde --- automatinis duomenų apdorojimas --- përpunim automatik i të dhënave --- automatic data processing --- electronic data processing --- adatkezelés --- automaatne andmetöötlus --- automaattinen tietojenkäsittely --- επεξεργασία εικόνων --- përpunim elektronik i të dhënave --- prelucrarea automată a datelor --- tratamento eletrónico dos dados --- traitement des images --- tratamento dos dados --- procesarea automată a datelor --- processamento informático --- elaborazione dei dati --- billedbehandling --- elektronické zpracování dat --- procesarea electronică a datelor --- elektrooniline andmetöötlus --- elektronische Datenverarbeitung --- Bildverarbeitung --- elektroninis duomenų apdorojimas --- tratamento de dados --- bildbehandling --- trattamento delle immagini --- automatické zpracování dat --- elektronische gegevensverwerking --- tratamiento de gráficos --- collecte de données --- ġbir ta' dejta --- colectarea datelor --- sběr dat --- zbiranje podatkov --- adatgyűjtés --- прикупљање података --- duomenų rinkimas --- recogida de datos --- recolha de dados --- prikupljanje podataka --- прибирање податоци --- grumbullim i të dhënave --- bailiú sonraí --- tietojen keruu --- verzamelen van gegevens --- raccolta dei dati --- gromadzenie danych --- datainsamling --- andmekogumine --- събиране на данни --- dataindsamling --- datu vākšana --- zber údajov --- συλλογή δεδομένων --- Datenerhebung --- tietojen koostaminen --- nxjerrje të dhënash --- chamada de dados --- očevidnik --- përpilim të dhënash --- andmete kogumine --- data retrieval --- συγκέντρωση δεδομένων --- shromažďování informací --- compilarea datelor --- ανάκτηση δεδομένων --- raggruppamento dei dati --- dataopsamling --- adatok kinyerése --- compiling data --- shromažďování dat --- adatok visszanyerése --- Datensammlung --- spájanie údajov --- andmeotsing --- sběr informací --- duomenų paieška --- reunião de dados --- rappel des données --- ricerca dei dati --- regăsirea informației --- kompiliuotieji duomenys --- datu izgūšana --- vyhľadávanie údajov --- datu apkopošana --- oproepen van gegevens --- hromadění dat --- inteligência artificial --- kunstmatige intelligentie --- mesterséges intelligencia --- inteligencia artificial --- tekoäly --- sztuczna inteligencja --- вештачка интелигенција --- umetna inteligenca --- mākslīgais intelekts --- umělá inteligence --- künstliche Intelligenz --- inteligență artificială --- tehisintellekt --- изкуствен интелект --- artificiell intelligens --- intelligence artificielle --- intleacht shaorga --- intelligenza artificiale --- intelliġenza artifiċjali --- umelá inteligencia --- dirbtinis intelektas --- τεχνητή νοημοσύνη --- umjetna inteligencija --- inteligjencë artificiale --- kunstig intelligens --- calcolatore di quinta generazione --- συστήματα λήψης αποφάσεων --- sistema inteligente --- ayuda a la decisión --- sistem expert --- ajuda à decisão --- ekspertinė sistema --- expert system --- szakértői rendszer --- συστήματα εμπειρογνώμονες --- expertsystem --- strumento di aiuto alla decisione --- wissensbasierendes System --- IA --- Expertensystem --- KI --- konstgjord intelligens --- expertný systém --- sistem ekspert --- asiantuntijajärjestelmä --- sistema experto --- systeemexpert --- ekspertsistēma --- ekspertsüsteem --- système expert --- sistema esperto --- Entscheidungshilfe --- aide à la décision --- sistema di supporto alle decisioni --- τεχνητή ευφυΐα --- expertní systém --- Künstliche Intelligenz --- Big Data --- Computerwissenschaften --- Wandel in Wissenschaft und Forschung --- Wissenschaftsgeschichte --- Wissenschaftsphilosophie --- Psychologie wissenschaftlicher Arbeit --- Organisationspsychologie --- Arbeitsgestaltung --- Wissenschaft und Wirtschaft --- Regulierung in Wissenschaft und Forschung --- Forschungsethik --- Technikfolgenabschätzung --- wissenschaftliche Politikberatung --- Open Access --- Science --- Artificial intelligence. --- Technology --- Science Ethics. --- Artificial Intelligence. --- Ethics of Technology. --- Moral and ethical aspects. --- Technology and ethics --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Science and ethics

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Utilize R to uncover hidden patterns in your Big Data About This Book Perform computational analyses on Big Data to generate meaningful results Get a practical knowledge of R programming language while working on Big Data platforms like Hadoop, Spark, H2O and SQL/NoSQL databases, Explore fast, streaming, and scalable data analysis with the most cutting-edge technologies in the market Who This Book Is For This book is intended for Data Analysts, Scientists, Data Engineers, Statisticians, Researchers, who want to integrate R with their current or future Big Data workflows. It is assumed that readers have some experience in data analysis and understanding of data management and algorithmic processing of large quantities of data, however they may lack specific skills related to R. What You Will Learn Learn about current state of Big Data processing using R programming language and its powerful statistical capabilities Deploy Big Data analytics platforms with selected Big Data tools supported by R in a cost-effective and time-saving manner Apply the R language to real-world Big Data problems on a multi-node Hadoop cluster, e.g. electricity consumption across various socio-demographic indicators and bike share scheme usage Explore the compatibility of R with Hadoop, Spark, SQL and NoSQL databases, and H2O platform In Detail Big Data analytics is the process of examining large and complex data sets that often exceed the computational capabilities. R is a leading programming language of data science, consisting of powerful functions to tackle all problems related to Big Data processing. The book will begin with a brief introduction to the Big Data world and its current industry standards. With introduction to the R language and presenting its development, structure, applications in real world, and its shortcomings. Book will progress towards revision of major R functions for data management and transformations. Readers will be introduce to Cloud based Big Data solutions (e.g. Amazon EC2 instances and Amazon RDS, Microsoft Azure and its HDInsight clusters) and also provide guidance on R connectivity with relational and non-relational databases such as MongoDB and HBase etc. It will further expand to include Big Data tools such as Apache Hadoop ecosystem, HDFS and MapReduce frameworks. Also other R compatible tools such as Apache Spark, its machine learning library Spark MLlib, as well as H2O. Style and approach This book will serve as a practical guide...

R (Computer program language) --- Data mining. --- Information visualization. --- Data visualization --- Visualization of information --- Information science --- Visual analytics --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- GNU-S (Computer program language) --- Domain-specific programming languages --- text and data mining. --- programming language. --- big data. --- cloud computing. --- data processing. --- software. --- изчисления в облак --- molntjänster --- Cloud-Computing --- mākoņdatošana --- cloudcomputing --- pilvipalvelu --- cloud computing --- computação na nuvem --- felhőalapú számítástechnika --- computación en nube --- računalstvo u oblaku --- chmura obliczeniowa --- informatique en nuage --- υπολογιστικό νέφος --- pilvandmetöötlus --- računalništvo v oblaku --- néalríomhaireacht --- debesijos kompiuterija --- fornitur ta' servizzi tal-applikazzjonijiet --- infrastruttura come servizio --- lietojumprogrammas pakalpojuma sniedzējs --- Cloud-Dienst --- ASP --- Hardware-as-a-Service --- platforma jako služba --- platforma kao usluga --- infrastructure sous forme de service --- infrastruktura jako usługa --- hardware como servicio --- hardware bħala servizz --- infraestrutura como serviço --- felhőalapú szolgáltatás --- апаратна част като услуга --- IaaS --- λογισμικό ως υπηρεσία --- hardware jako služba --- Hardware as a Service --- hyrhårdvara --- platforma kā pakalpojums --- piattaforma come servizio --- nuvola informatica --- palvelualustan ulkoistaminen --- software come servizio --- πλατφόρμα ως υπηρεσία --- software como serviço --- platform as a service --- software jako služba --- програмно осигуряване като услуга --- cloudová služba --- néalseirbhísí --- hyrprogram --- infrastruktura kao usluga --- Application Service Provider --- matériel sous forme de service --- infrastructure als een dienst --- softvér ako služba --- etäsovelluspalvelu --- laitteistot palveluna --- oprogramowanie jako usługa --- molnet --- seirbhís bogearra de réir éilimh --- υποδομή ως υπηρεσία --- usługa w chmurze --- alkalmazásszolgáltató --- programska oprema kot storitev --- alkalmazás-szolgáltató --- PaaS --- infrastruttura bħala servizz --- cloudtjeneste --- servizz ta' cloud --- software als een dienst --- iaas-tjänst --- saas-tjänst --- hardware as a service --- platforma kot storitev --- Software as a Service --- fornitore di servizi applicativi --- platforma jako usługa --- servizi nella nuvola --- hardware als een dienst --- Software-as-a-Service --- application service provider --- poskytovatel aplikačních služeb --- mākoņpakalpojums --- услуга в облак --- platform als een dienst --- riistvara kui teenus --- ponudnik programskih storitev --- hardver kao usluga --- felhőszolgáltatás --- logiciel à la demande --- sovelluspalvelu --- инфраструктура като услуга --- service infonuagique --- software bħala servizz --- infrastruktúraszolgáltatás --- HaaS --- tehnična infrastruktura kot storitev --- platformszolgáltatás --- Infrastructure as a Service --- plataforma como serviço --- Infrastructure-as-a-Service --- fornecedor de aplicações --- paas-tjänst --- infraestructura como servicio --- programmatūra kā pakalpojums --- infrastruktūra kā pakalpojums --- service en nuage --- serviço de computação na nuvem --- platforma ako služba --- logiciel sous forme de service --- hardware come servizio --- software as a service --- sovellusvuokrauspalvelun tarjoaja --- plataforma como servicio --- softver kao usluga --- platvorm kui teenus --- SaaS --- Platform as a Service --- datormoln --- υλικό ως υπηρεσία --- υπηρεσία υπολογιστικού νέφους --- cloud service --- service dématérialisé --- pjattaforma bħala servizz --- poskytovateľ aplikačných služieb --- Anwendungsdienstleister --- hardvér ako služba --- matériel à la demande --- serviciu de cloud --- usluga u oblaku --- hardverszolgáltatás --- infraštruktúra ako služba --- rakendusteenuse pakkuja --- servicio en nube --- pružatelji usluga aplikacije --- tietotekniikan resurssipalvelu --- pilveteenus --- proveedor de servicios de aplicaciones --- furnizor al aplicației --- equipamento informático como serviço --- tarkvara kui teenus --- Platform-as-a-Service --- soláthraí seirbhíse feidhmchlár --- software ca serviciu --- infrastruktuur kui teenus --- szoftverszolgáltatás --- clouddienst --- felhő alapú szolgáltatás --- платформа като услуга --- πάροχος υπηρεσιών εφαρμογών --- debesų kompiuterija --- platformă ca serviciu --- storitev v oblaku --- palvelimien ylläpidon ulkoistaminen palveluntarjoajalle --- debesija --- infrastructure à la demande --- verkkosovelluspalvelu --- hardware ca serviciu --- fournisseur d'applications en ligne --- software como servicio --- infrastruktura jako služba --- it-moln --- infrastructură ca serviciu --- servizi cloud --- aparatūra kā pakalpojums --- infrastructure as a service --- etäresurssipalvelu --- informatique dématérialisée --- доставчик на услуги, свързани с приложения --- macrodatos --- lielie dati --- data velkého objemu --- big data --- големи податоци --- големи информационни масиви --- duże zbiory danych --- mégadonnées --- mórshonraí --- megadados --- Big Data --- velepodatki --- μεγαδεδομένα --- volume mari de date --- veľké dáta --- velika količina podataka --- didieji duomenys --- stordata --- iso data --- suurandmed --- nagy adathalmazok --- grandes dados --- technologia dużych zbiorów danych --- données de masse --- veľký súbor dát --- análisis de macrodatos --- veliki skup podataka --- grote datasets --- technológia veľkých dát --- big-databronnen --- голяма съвкупност от данни --- tömeges adatok --- tecnologia dos megadados --- stort datasæt --- velkoobjemová data --- données massives --- analiza volumelor mari de date --- set mare de date --- date în masă --- massadatateknologia --- duży zbiór danych --- bigdatabronnen --- nagy adathalmazok elemzése --- analyse de mégadonnées --- množični podatki --- analitika tal-big data --- hromadné dáta --- μαζικά δεδομένα --- datos masivos --- grande insieme di dati --- τεχνολογία μεγαδεδομένων --- big data-teknologi --- grandes volumes de dados --- big data technológia --- технология на големите информационни масиви --- grande conjunto de dados --- massadata --- Massendatenanalyse --- masveida dati --- dejta bil-massa --- large data set --- голям масив от данни --- big-data-analyse --- tehnologija za velike količine podataka --- suurandmete haldamine --- ανάλυση μεγαδεδομένων --- didžiųjų duomenų technologija --- Massendaten --- teknoloġija tal-big data --- analytika veľkých dát --- massedata --- tecnologia big data --- analisi di big data --- анализиране на големи информационни масиви --- Big-Data-Technologie --- lielo datu tehnoloģija --- stordataanalys --- μεγάλο σύνολο δεδομένων --- analitika velepodatkov --- tehnologie de lucru cu volume mari de date --- massadatan analysointi --- golema količina podataka --- sett kbir ta’ dejta --- didžiųjų duomenų analitika --- massadata-analyysi --- óriási méretű adathalmazok --- bigdata-analyse --- dati di massa --- grand ensemble de données --- tehnologija velepodatkov --- velká data --- big data-analyse --- suuret tietoaineistot --- stordatasystem --- stordatateknik --- masiniai duomenys --- análise de megadados --- analiza velikih količina podataka --- olltiomsú sonraí --- amplio conjunto de datos --- tecnología de macrodatos --- hromadná data --- liela datu kopa --- big data analytics --- große Datenbasis --- big data technology --- suurandmete tehnoloogia --- technologie dat velkého objemu --- lielo datu analītika --- nagy adattömegek --- množica velepodatkov --- technologie de mégadonnées --- massa de dados --- mass data --- analýza dat velkého objemu --- massadatatekniikka --- programavimo kalba --- език за програмиране --- gjuhë e programimit --- teanga ríomhchlárúcháin --- limbaj de programare --- programmeringsspråk --- linguaggio di programmazione --- programmeertaal --- programnyelv --- programmēšanas valoda --- γλώσσα προγραμματισμού --- linguagem de programação --- język programowania --- programmeerimiskeel --- програмски јазик --- lenguaje de programación --- programovací jazyk --- lingwa tal-ipprogrammar --- Programmiersprache --- programmeringssprog --- langage de programmation --- програмски језик --- ohjelmointikieli --- programski jezik --- limbaj avansat --- számítógépes nyelv --- γλώσσα μηχανής --- hoch entwickelte Programmiersprache --- tietokonekieli --- Maschinensprache --- machine language --- kompiuterio kalba --- arvutikeel --- künstliche Sprache --- linguaggio macchina --- limbaj mașină --- langage assembleur --- assemblerspråk --- gépi nyelv --- strojni jezik --- машински јазик --- maskinspråk --- počítačový jazyk --- kompjutorski jezik --- linguagem-máquina --- dotazovací jazyk --- računalni jezik --- hogere programmeertaal --- машински код --- konekieli --- udviklet sprog --- ανώτερη γλώσσα --- gjuhë makinerie --- mašininė kalba --- machinetaal --- lenguaje máquina --- computer language --- mašīnvaloda --- lenguaje de alto nivel --- linguagem evoluída --- gjuhë kompjuterike --- Assemblersprache --- strojový jazyk --- datorvaloda --- högnivåspråk --- langage évolué --- компјутерски јазик --- strojový kód --- linguaggio evoluto --- assembler --- maskinsprog --- masinakeel --- tekst- en datamining --- prospección de texto y datos --- teksto ir duomenų gavyba --- tekstizrace un datizrace --- eksploracja tekstów i danych --- Text- und Data-Mining --- εξόρυξη κειμένων και δεδομένων --- szöveg- és adatbányászat --- mianadóireacht téacs agus sonraí --- estrazzjoni ta'test u ta'data --- автоматизиран анализ на текст и извличане на данни --- tekst- og dataudvinding --- besedilno in podatkovno rudarjenje --- extragere de text și de date --- estrazione di testo e di dati --- rudarenje teksta i podataka --- teksti- ja andmekaeve --- tekstin- ja tiedonlouhinta --- hĺbková analýza údajov --- prospeção de textos e dados --- exploration de textes et de données --- vytěžování textů a dat --- text- och datautvinning --- fouille de textes et de données --- estrazione di testo e dati --- dolování textů a dat --- data mining --- adatbányászat --- mineração de textos e dados --- tekst- og datamining --- Text- und Datenschürfen --- TDM --- estrazione di dati e di testo --- szövegbányászat --- text mining --- софтуер --- λογισμικό --- софтвер (умотворина) --- tarkvara --- Software --- programmatūra --- programinė įranga --- ohjelmisto --- programmel --- softuer --- softwer --- software --- софтвер --- szoftver --- programvara --- logiciel --- oprogramowanie --- softvér --- computerprogramma --- bogearraí --- programska oprema --- program software --- industrie software --- aplikační programové vybavení --- ανάπτυξη πληροφορικής --- software d'attuazione --- desenvolvimento informático --- programiranje --- programinės įrangos kūrimas --- program de calculator --- programmēšana --- softwarový průmysl --- software-industrie --- programminženierija --- ríomhchlárú --- vývoj informačních technologií --- programa de computador --- Programmierung --- sviluppo di software --- programação informática --- soporte lógico informático --- industri e softuerëve --- edb-program --- sviluppo informatico --- разработване на програми --- ohjelmistoala --- tarkvaratehnika --- програмирање --- tarkvaratööstus --- szoftverfejlesztés --- tarkvarapakett --- softver --- programación informática --- progiciel --- Softwaretechnologie --- programinės įrangos pramonė --- tietokoneen ohjelmointi --- programma software --- software package --- Anwendungssoftware --- desenvolvimento de software --- software development --- datorprogram --- ohjelmistosuunnittelu --- προγραμματισμός Η/Υ --- programmeren --- vývoj softvéru --- tietokoneohjelma --- computer programme --- kompiuterio programavimas --- pacáiste bogearraí --- softwareudvikling --- indústria do software --- Rechnerprogramm --- mjukvara --- softwareontwerp --- arvutiprogrammeerimine --- firmware --- dezvoltare de software --- programinės įrangos technika --- kompiuterio programa --- razvoj programske opreme --- programska podrška --- programme d'ordinateur --- софтверски пакет --- programozás --- standardiserad programvara --- arvutiprogramm --- πληροφορικά προγράμματα --- Softwareindustrie --- programska potpora --- programmazione informatica --- programování --- conceção de software --- industria del software --- ríomhchlárúchán --- industrie du logiciel --- software di base --- balík programů --- počítačový program --- programvaruindustri --- programmatūras pakotne --- softwareontwikkeling --- programmelindustri --- razvoj softvera --- datorprogrammering --- microprogramma --- softwarový balík --- programa de ordenador --- számítógépes program --- ingegneria del software --- softvérový balík --- inxhinieri e softuerëve --- počítačové programovanie --- développement logiciel --- ohjelmistopakkaus --- programa informático --- tietotekniikan kehittäminen --- forbairt bogearraí --- programmation informatique --- desarrollo de programas informáticos --- ohjelmistokehitys --- vývoj softwaru --- programmapakket --- βιομηχανία προγραμμάτων Η/Υ --- softvérové inžinierstvo --- EDV-Programm --- datorprogramma --- softwareindustri --- προγράμματα συστημάτων Η/Υ --- sada programů --- softwarová technologie --- Software-Engineering --- software industry --- dezvoltare informatică --- suporte lógico --- Informatikentwicklung --- edb-programmering --- Standardsoftware --- aplikační software --- softwarové inženýrství --- innealtóireacht bogearraí --- paketë softueri --- tarkvaraarendus --- programové vybavení --- ríomhchlár --- programma di calcolatore --- προγράμματα ηλεκτρονικών υπολογιστών --- softvérový priemysel --- programmatuur --- ανάπτυξη λογισμικού --- software engineering --- informatikai fejlesztés --- programų paketas --- software applicativo --- développement informatique --- computer programming --- szoftvergyártás --- programmering --- programmatūras izstrāde --- żvilupp ta' softwer --- software aplicativ --- programa de aplicação --- génie logiciel --- развитие на информационните технологии --- programim kompjuterik --- program kompjuterik --- информатичко решение --- Datenverarbeitung --- обрада података --- gegevensverwerking --- obdelava podatkov --- përpunim të të dhënave --- duomenų apdorojimas --- databehandling --- procesarea datelor --- trattamento dei dati --- επεξεργασία δεδομένων --- processamento de dados --- proċessar tad-data --- traitement des données --- обработка на данни --- obrada podataka --- обработка на податоци --- tratamiento de datos --- zpracování dat --- tietojenkäsittely --- adatfeldolgozás --- andmetöötlus --- spracovanie údajov --- datu apstrāde --- próiseáil sonraí --- przetwarzanie danych --- traitement électronique des données --- trattamento elettronico dei dati --- tratamiento electrónico de datos --- elektronické spracovanie údajov --- automatizované spracovanie údajov --- автоматска обработка на податоци --- automatska obrada podataka --- elektronikus adatfeldolgozás --- automatiseeritud andmetöötlus --- automātiskā datu apstrāde --- elektronička obrada podataka --- beeldverwerking --- tratamento de imagem --- elektroniskā datu apstrāde --- automatinis duomenų apdorojimas --- përpunim automatik i të dhënave --- automatic data processing --- electronic data processing --- adatkezelés --- automaatne andmetöötlus --- automaattinen tietojenkäsittely --- επεξεργασία εικόνων --- përpunim elektronik i të dhënave --- prelucrarea automată a datelor --- tratamento eletrónico dos dados --- traitement des images --- tratamento dos dados --- procesarea automată a datelor --- processamento informático --- elaborazione dei dati --- billedbehandling --- elektronické zpracování dat --- procesarea electronică a datelor --- elektrooniline andmetöötlus --- elektronische Datenverarbeitung --- Bildverarbeitung --- elektroninis duomenų apdorojimas --- tratamento de dados --- bildbehandling --- trattamento delle immagini --- automatické zpracování dat --- elektronische gegevensverwerking --- tratamiento de gráficos