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Ontrup, Greta: HR-Analytics
HR-Analytics , Die Zukunft des Personalwesens ist datengestützt - so die These dieses Buches, das sich aus arbeits- und organisationspsychologischer Perspektive mit dem Einsatz von Datenanalyse und Künstlicher Intelligenz im Human Resource Management befasst. HR-Analytics (auch: People Analytics oder Workforce Analytics) umfasst hierbei alle Prozesse, bei denen Daten der Mitarbeitenden gesammelt, ausgewertet und dahingehend aufbereitet werden, dass die Analyseergebnisse als Entscheidungsgrundlage für strategische Unternehmensfragen genutzt werden können. In diesem Buch wird aufgezeigt, wie HR-Analytics einen Beitrag zum strategischen Unternehmenserfolg leisten kann und welche Rahmenbedingungen beachtet werden müssen, um die Akzeptanz aller beteiligten Personengruppen im Unternehmen sicherzustellen. Es bietet eine Orientierungshilfe im Hinblick auf Fragen wie: Welche Personengruppen muss ich auf welche Art und Weise informieren? Welche technischen, organisationalen und rechtlichen Rahmenbedingungen sind zu beachten? Wird HR-Analytics von den Beschäftigten akzeptiert? Wie kann ein erstes HR-Analytics-Projekt im Unternehmen aussehen? Was können mir Daten sagen - und was nicht? Den Leserinnen und Lesern wird das erforderliche Grundwissen vermittelt, um Sinnhaftigkeit, Möglichkeiten und Rahmenbedingungen von datengestütztem Personalmanagement zu reflektieren und auf diese Weise zu einer verantwortungsvollen Gestaltung von HR-Analytics-Projekten beizutragen. Praktische Anwendungsbeispiele aus den Bereichen Rekrutierung, Leistungsbeurteilung, Training, Personalentwicklung, Kompetenzmanagement, Talent Management sowie Personalbindung und Personalplanung runden den Band ab. Darüber hinaus enthält das Buch einen detaillierten Leitfaden, der insbesondere in mittelständischen Unternehmen bei der erstmaligen Durchführung eines HR-Analytics-Projektes unterstützen kann, und der nach erfolgter Registrierung zusätzlich von der Hogrefe Website heruntergeladen werden kann. , Studium & Erwachsenenbildung > Fachbücher, Lernen & Nachschlagen
Preis: 36.95 € | Versand*: 0 € -
Business Analytics, Global Edition
A balanced and holistic approach to business analytics Business Analytics teaches the fundamental concepts of modern business analytics and provides vital tools in understanding how data analysis works in today's organisations. Author James Evans takes a fair and comprehensive, approach, examining business analytics from both descriptive and predictive perspectives. Students learn how to apply basic principles, communicate with analytics professionals, and effectively use and interpret analytic models to make better business decisions. And included access to commercial grade analytics software gives students real-world experience and career-focused value. As such, the 3rd Edition has gone through an extensive revision and now relies solely on Excel, enhancing students' skills in the program and basic understanding of fundamental concepts. The full text downloaded to your computer With eBooks you can: search for key concepts, words and phrases make highlights and notes as you study share your notes with friends eBooks are downloaded to your computer and accessible either offline through the Bookshelf (available as a free download), available online and also via the iPad and Android apps. Upon purchase, you'll gain instant access to this eBook. Time limit The eBooks products do not have an expiry date. You will continue to access your digital ebook products whilst you have your Bookshelf installed.
Preis: 53.49 € | Versand*: 0 € -
VONROC Batterieladegerät - 16V - Ladezeit 1 Stunde - für CD504DC
Dieses 16V-Schnellladegerät ist für den VONROC CD504DC Akkubohrer konzipiert und hat eine Ladezeit von 60 Minuten. Sobald die grüne LED-Anzeige leuchtet, ist Ihr Akku (CD811AA) vollständig geladen. Hauptmerkmale Kompakt und leicht Schnelle Aufladung Was erhalten Sie? CD812AA - 16V Schnellladegerät - geeignet für CD504DC Geeignet für CD811AA - 16V Li-Ion Akku - 1.35h - geeignet für CD504DC CD504DC Akku-Bohrmaschine Technische Daten Eingangsspannung: 100-240V~ 50/60Hz Kompatibel mit: CD811AA (16V Li-Ion Akku - 1.5Ah) Kabellänge: 1,8 m Ladezeit: 1 Stunde Was ist die Garantiezeit?Das VONROC CD812AA 16V Schnellladegerät hat eine sechsmonatige Garantie.
Preis: 7.69 € | Versand*: 5.99 € -
Günther, Hans-Otto: Supply Chain Analytics
Supply Chain Analytics , Dieses Lehrbuch vermittelt eine anwendungsorientierte Einführung in ausgewählte Probleme der Supply Chain Analytics als einem Teilgebiet der Business Analytics. Der üblichen Aufteilung in Descriptive, Predictive und Prescriptive Analytics folgend liegt der Fokus auf Problemen aus dem Bereich der Prescriptive Analytics. Dabei geht es um die quantitative Modellierung von Entscheidungsproblemen aus der industriellen Produktion und der Logistik sowie um deren Lösung. Neben allgemeinen Themen des Produktionsmanagements werden Optimierungsansätze zur Gestaltung der Infrastruktur eines Produktionssystems, die operative Produktionsplanung und -steuerung sowie logistische Prozesse, das Supply Chain Management und Advanced Planning behandelt. Das Buch richtet sich an Studierende der Betriebswirtschaftslehre, der Wirtschaftsinformatik, der Wirtschaftsmathematik und des Wirtschaftsingenieurwesens sowie an alle Personen, die in der betrieblichen Praxis mit Fragen der Produktion und des Supply Chain Managements konfrontiert sind. , Studium & Erwachsenenbildung > Fachbücher, Lernen & Nachschlagen
Preis: 33.95 € | Versand*: 0 €
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R for Everyone: Advanced Analytics and Graphics
Statistical Computation for Programmers, Scientists, Quants, Excel Users, and Other Professionals Using the open source R language, you can build powerful statistical models to answer many of your most challenging questions. R has traditionally been difficult for non-statisticians to learn, and most R books assume far too much knowledge to be of help. R for Everyone, Second Edition, is the solution. Drawing on his unsurpassed experience teaching new users, professional data scientist Jared P. Lander has written the perfect tutorial for anyone new to statistical programming and modeling. Organized to make learning easy and intuitive, this guide focuses on the 20 percent of R functionality you’ll need to accomplish 80 percent of modern data tasks. Lander’s self-contained chapters start with the absolute basics, offering extensive hands-on practice and sample code. You’ll download and install R; navigate and use the R environment; master basic program control, data import, manipulation, and visualization; and walk through several essential tests. Then, building on this foundation, you’ll construct several complete models, both linear and nonlinear, and use some data mining techniques. After all this you’ll make your code reproducible with LaTeX, RMarkdown, and Shiny. By the time you’re done, you won’t just know how to write R programs, you’ll be ready to tackle the statistical problems you care about most. Coverage includes Explore R, RStudio, and R packagesUse R for math: variable types, vectors, calling functions, and moreExploit data structures, including data.frames, matrices, and listsRead many different types of dataCreate attractive, intuitive statistical graphicsWrite user-defined functionsControl program flow with if, ifelse, and complex checksImprove program efficiency with group manipulationsCombine and reshape multiple datasetsManipulate strings using R’s facilities and regular expressionsCreate normal, binomial, and Poisson probability distributionsBuild linear, generalized linear, and nonlinear modelsProgram basic statistics: mean, standard deviation, and t-testsTrain machine learning modelsAssess the quality of models and variable selectionPrevent overfitting and perform variable selection, using the Elastic Net and Bayesian methodsAnalyze univariate and multivariate time series dataGroup data via K-means and hierarchical clusteringPrepare reports, slideshows, and web pages with knitrDisplay interactive data with RMarkdown and htmlwidgetsImplement dashboards with ShinyBuild reusable R packages with devtools and Rcpp Register your product at informit.com/register for convenient access to downloads, updates, and corrections as they become available.
Preis: 26.74 € | Versand*: 0 € -
Data Analytics for IT Networks: Developing Innovative Use Cases
Use data analytics to drive innovation and value throughout your network infrastructureNetwork and IT professionals capture immense amounts of data from their networks. Buried in this data are multiple opportunities to solve and avoid problems, strengthen security, and improve network performance. To achieve these goals, IT networking experts need a solid understanding of data science, and data scientists need a firm grasp of modern networking concepts. Data Analytics for IT Networks fills these knowledge gaps, allowing both groups to drive unprecedented value from telemetry, event analytics, network infrastructure metadata, and other network data sources. Drawing on his pioneering experience applying data science to large-scale Cisco networks, John Garrett introduces the specific data science methodologies and algorithms network and IT professionals need, and helps data scientists understand contemporary network technologies, applications, and data sources.After establishing this shared understanding, Garrett shows how to uncover innovative use cases that integrate data science algorithms with network data. He concludes with several hands-on, Python-based case studies reflecting Cisco Customer Experience (CX) engineers’ supporting its largest customers. These are designed to serve as templates for developing custom solutions ranging from advanced troubleshooting to service assurance.Understand the data analytics landscape and its opportunities in Networking See how elements of an analytics solution come together in the practical use casesExplore and access network data sources, and choose the right data for your problemInnovate more successfully by understanding mental models and cognitive biasesWalk through common analytics use cases from many industries, and adapt them to your environmentUncover new data science use cases for optimizing large networksMaster proven algorithms, models, and methodologies for solving network problemsAdapt use cases built with traditional statistical methodsUse data science to improve network infrastructure analysisAnalyze control and data planes with greater sophisticationFully leverage your existing Cisco tools to collect, analyze, and visualize data
Preis: 43.86 € | Versand*: 0 € -
Business Intelligence, Analytics, Data Science, and AI, Global Edition
Business Intelligence, Analytics, Data Science, and AI is your guide to the business-related impact of artificial intelligence, data science and analytics, designed to prepare you for a managerial role. The text's vignettes and cases feature modern companies and non-profit organizations and illustrate capabilities, costs and justifications of BI across various business units. With coverage of many data science/AI applications, you'll explore tools, then learn from various organizations' experiences employing such applications. Ample hands-on practice is provided, can be completed with a range of software, and will help you use analytics as a future manager. The 5th Edition integrates the fully updated content of Analytics, Data Science, and Artificial Intelligence, 11/e and Business Intelligence, Analytics, and Data Science, 4/e into one textbook, strengthened by 4 new chapters that will equip you for today's analytics and AI tech, such as ChatGPT. Examples explore analytics in sports, gaming, agriculture and data for good.
Preis: 81.32 € | Versand*: 0 € -
Enterprise Analytics: Optimize Performance, Process, and Decisions Through Big Data
The Definitive Guide to Enterprise-Level Analytics Strategy, Technology, Implementation, and Management Organizations are capturing exponentially larger amounts of data than ever, and now they have to figure out what to do with it. Using analytics, you can harness this data, discover hidden patterns, and use this knowledge to act meaningfully for competitive advantage. Suddenly, you can go beyond understanding “how, when, and where” events have occurred, to understand why – and use this knowledge to reshape the future. Now, analytics pioneer Tom Davenport and the world-renowned experts at the International Institute for Analytics (IIA) have brought together the latest techniques, best practices, and research on analytics in a single primer for maximizing the value of enterprise data. Enterprise Analytics is today’s definitive guide to analytics strategy, planning, organization, implementation, and usage. It covers everything from building better analytics organizations to gathering data; implementing predictive analytics to linking analysis with organizational performance. The authors offer specific insights for optimizing supply chains, online services, marketing, fraud detection, and many other business functions. They support their powerful techniques with many real-world examples, including chapter-length case studies from healthcare, retail, and financial services. Enterprise Analytics will be an invaluable resource for every business and technical professional who wants to make better data-driven decisions: operations, supply chain, and product managers; product, financial, and marketing analysts; CIOs and other IT leaders; data, web, and data warehouse specialists, and many others.
Preis: 22.46 € | Versand*: 0 €
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