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Year
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  • 1
    Book
    Book
    The Egyptian fertility survey, 1980 (1983-)
    Cairo : The Agency
    Details
    Language: English
    Pages: ill , 30 cm
    DDC: 304.6/32/0962
    Keywords: Fertility ; Egypt ; Egypt ; Population ; Birth control ; Egypt
    Note: World Fertility Survey, International Statistical Institute , This project was conducted as part of the World Fertility Survey and with the collaboration of the World Bank"--T.p. verso , Includes bibliographical references
    Library Location Call Number Volume/Issue/Year Availability
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    Book
    GBV
  • 2
    Online Resource
    Online Resource
    Building Solutions with Microsoft Teams : Understanding the Teams App Developer Platform (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484264768
    Language: English
    Pages: 1 online resource (405 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Explore Microsoft Teams and use its principal tools such as Node.js, npm, Yeoman, Gulp, TypeScript, and React to help you develop for Teams better. This book covers the core components and use cases for Teams apps and guides you through ideas for automation, provisioning, and implementation. Building Solutions with Microsoft Teams starts with an overview of the Microsoft Teams developer platform followed by how to set up your environment for building apps and solutions with Teams. You will then go through various features of conversational bots and learn how to create a bot. You will gain an understanding of the messaging extension and command actions along with tabs for personal, groups, and teams contexts. Moving forward, you will work with SharePoint and Teams together via SharePoint Framework. Finally, you will manage the Teams life cycle and see design guidelines supported by various case studies. After reading this book, you will be able to integrate solutions from Power Apps, Power Automate, Power BI, and Power Virtual agents by using accelerators. You will also be able to leverage your existing skills from SharePoint Framework development. What You Will Learn Extend the Teams developer platform capabilities Understand Microsoft Graph, including lifecycle management, collaboration, calling, and online meetings Create an app package for your Microsoft Teams app Connect web services to Microsoft Teams with webhooks Who This Book Is For Microsoft Teams developers.
    Note: Online resource; Title from title page (viewed December 18, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    Applied Data Science Using PySpark : Learn the End-to-End Predictive Model-Building Cycle (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265000
    Language: English
    Pages: 1 online resource (427 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Discover the capabilities of PySpark and its application in the realm of data science. This comprehensive guide with hand-picked examples of daily use cases will walk you through the end-to-end predictive model-building cycle with the latest techniques and tricks of the trade. Applied Data Science Using PySpark is divided unto six sections which walk you through the book. In section 1, you start with the basics of PySpark focusing on data manipulation. We make you comfortable with the language and then build upon it to introduce you to the mathematical functions available off the shelf. In section 2, you will dive into the art of variable selection where we demonstrate various selection techniques available in PySpark. In section 3, we take you on a journey through machine learning algorithms, implementations, and fine-tuning techniques. We will also talk about different validation metrics and how to use them for picking the best models. Sections 4 and 5 go through machine learning pipelines and various methods available to operationalize the model and serve it through Docker/an API. In the final section, you will cover reusable objects for easy experimentation and learn some tricks that can help you optimize your programs and machine learning pipelines. By the end of this book, you will have seen the flexibility and advantages of PySpark in data science applications. This book is recommended to those who want to unleash the power of parallel computing by simultaneously working with big datasets. What You Will Learn Build an end-to-end predictive model Implement multiple variable selection techniques Operationalize models Master multiple algorithms and implementations Who This Book is For Data scientists and machine learning and deep learning engineers who want to learn and use PySpark for real-time analysis of streaming data.
    Note: Online resource; Title from title page (viewed December 17, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    Deep Reinforcement Learning in Unity : With Unity ML Toolkit (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265031
    Language: English
    Pages: 1 online resource (572 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Gain an in-depth overview of reinforcement learning for autonomous agents in game development with Unity. This book starts with an introduction to state-based reinforcement learning algorithms involving Markov models, Bellman equations, and writing custom C# code with the aim of contrasting value and policy-based functions in reinforcement learning. Then, you will move on to path finding and navigation meshes in Unity, setting up the ML Agents Toolkit (including how to install and set up ML agents from the GitHub repository), and installing fundamental machine learning libraries and frameworks (such as Tensorflow). You will learn about: deep learning and work through an introduction to Tensorflow for writing neural networks (including perceptron, convolution, and LSTM networks), Q learning with Unity ML agents, and porting trained neural network models in Unity through the Python-C# API. You will also explore the OpenAI Gym Environment used throughout the book. Deep Reinforcement Learning in Unity provides a walk-through of the core fundamentals of deep reinforcement learning algorithms, especially variants of the value estimation, advantage, and policy gradient algorithms (including the differences between on and off policy algorithms in reinforcement learning). These core algorithms include actor critic, proximal policy, and deep deterministic policy gradients and its variants. And you will be able to write custom neural networks using the Tensorflow and Keras frameworks. Deep learning in games makes the agents learn how they can perform better and collect their rewards in adverse environments without user interference. The book provides a thorough overview of integrating ML Agents with Unity for deep reinforcement learning. What You Will Learn Understand how deep reinforcement learning works in games Grasp the fundamentals of deep reinforcement learning Integrate these fundamentals with the Unity ML Toolkit SDK Gain insights into practical neural networks for training Agent Brain in the context of Unity ML Agents Create different models and perform hyper-parameter tuning Understand the Brain-Academy architecture in Unity ML Agents Understand the Python-C# API interface during real-time training of neural networks Grasp the fundamentals of generic neural networks and their variants using Tensorflow Create simulations and visualize agents playing games in Unity Who This Book Is For Readers with p...
    Note: Online resource; Title from title page (viewed December 26, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Spring Cloud Data Flow : Native Cloud Orchestration Services for Microservice Applications on Modern Runtimes (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484212394
    Language: English
    Pages: 1 online resource (404 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Work with big data applications by using Spring Cloud Data Flow as a unified, distributed, and extensible system for data ingestion and integration, real-time analytics and data processing pipelines, batch processing, and data export. With this book you will develop a foundation for creating applications that use real-time data streaming by combining different technologies and use the full power of Spring Cloud Data Flow. The first part of Spring Cloud Data Flow introduces the concepts you will need in the rest of the book. It begins with an overview of the cloud, microservices, and big data, before moving on to the Spring projects essential to modern big data applications in Java: Spring Integration, Spring Batch, Spring Cloud Stream, and Spring Cloud Task. The second part of the book covers the internals of Spring Cloud Data Flow, giving you the insights and knowledge required to build the applications you need. You'll learn how to use Spring Data Flow's DSL and how to integrate with third-party cloud platform solutions, such as Kubernetes. Finally, the book covers Spring Cloud Data Flow applications to impart practical, useful skills for real-world applications of the technologies covered throughout the rest of the book. What You Will Learn See the Spring Cloud Data Flow internals Create your own Binder using NATs as Broker Mater Spring Cloud Data Flow architecture, data processing, and DSL Integrate Spring Cloud Data Flow with Kubernetes Use Spring Cloud Data Flow local server, Docker Compose, and Kubernetes Discover the Spring Cloud Data Flow applications and how to use them Work with source, processor, sink, tasks, Spring Flo and its GUI, and analytics via the new Micrometer stack for realtime visibility with Prometheus and Grafana Who This Book Is For Those with some experience with the Spring Framework, Microservices and Cloud Native Applications. Java experience is recommended.
    Note: Online resource; Title from title page (viewed December 24, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 6
    Online Resource
    Online Resource
    Quantum Computing Solutions : Solving Real-World Problems Using Quantum Computing and Algorithms (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265161
    Language: English
    Pages: 1 online resource (307 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Know how to use quantum computing solutions involving artificial intelligence (AI) algorithms and applications across different disciplines. Quantum solutions involve building quantum algorithms that improve computational tasks within quantum computing, AI, data science, and machine learning. As opposed to quantum computer innovation, quantum solutions offer automation, cost reduction, and other efficiencies to the problems they tackle. Starting with the basics, this book covers subsystems and properties as well as the information processing network before covering quantum simulators. Solutions such as the Traveling Salesman Problem, quantum cryptography, scheduling, and cybersecurity are discussed in step-by-step detail. The book presents code samples based on real-life problems in a variety of industries, such as risk assessment and fraud detection in banking. In pharma, you will look at drug discovery and protein-folding solutions. Supply chain optimization and purchasing solutions are presented in the manufacturing domain. In the area of utilities, energy distribution and optimization problems and solutions are explained. Advertising scheduling and revenue optimization solutions are included from media and technology verticals. What You Will Learn Understand the mathematics behind quantum computing Know the solution benefits, such as automation, cost reduction, and efficiencies Be familiar with the quantum subsystems and properties, including states, protocols, operations, and transformations Be aware of the quantum classification algorithms: classifiers, and support and sparse support vector machines Use AI algorithms, including probability, walks, search, deep learning, and parallelism Who This Book Is For Developers in Python and other languages interested in quantum solutions. The secondary audience includes IT professionals and academia in mathematics and physics. A tertiary audience is those in industry verticals such as manufacturing, banking, and pharma.
    Note: Online resource; Title from title page (viewed December 20, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 7
    Online Resource
    Online Resource
    Electronics Projects with the ESP8266 and ESP32 : Building Web Pages, Applications, and WiFi Enabled Devices (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484263365
    Language: English
    Pages: 1 online resource (703 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Discover the powerful ESP8266 and ESP32 microcontrollers and their Wi-Fi communication. The ESP32 microcontroller features Bluetooth and BLE communication in addition to Wi-Fi. The book emphasizes practical projects and readers are guided through Wi-Fi and Bluetooth communication, mobile app design and build, ESP-NOW and LoRa communication, and signal generation. Projects throughout the book utilize the Wi-Fi functionality and processing power of the ESP microcontrollers. Projects are built in the Arduino IDE, so you don't need to download other programming software. Mobile apps are now ubiquitous, making the app build projects of the book very relevant, as are the web page design projects. In Electronics Projects with the ESP8266 and ESP32 , you'll see how easy and practical it is to access information over the internet, develop web pages, build mobile apps to remotely control devices with speech recognition or incorporate Google Maps in a GPS route tracking app. You will · Build practical electronics projects with an ESP8266 or ESP32 microcontroller with Wi-Fi communication · Use the Wi-Fi function of the ESP8266 and ESP32 to update web pages · Communicate with your mobile phone or smart watch by Bluetooth Low Energy · Transmit and receive information to control remote devices over the internet · Understand the design and build of mobile apps for internet based applications · Apply your computer programming skills in C++, JavaScript, AJAX and JSON · Use WebSocket, MQTT brokers and IFTTT for fast two-way communication with webpages Who This Book Is For The target audience is for Makers and Tinkerers who want to build internet/intranet based applications with more powerful microcontrollers, such as the ESP8266 or ESP32. A level of C++ programming expertise with the Arduino IDE is assumed, although all sketches are fully described and comprehensively commented.
    Note: Online resource; Title from title page (viewed December 17, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    MPI Ethno. Forsch.
  • 8
    Online Resource
    Online Resource
    Data Science Solutions on Azure : Tools and Techniques Using Databricks and MLOps (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484264058
    Language: English
    Pages: 1 online resource (290 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Understand and learn the skills needed to use modern tools in Microsoft Azure. This book discusses how to practically apply these tools in the industry, and help drive the transformation of organizations into a knowledge and data-driven entity. It provides an end-to-end understanding of data science life cycle and the techniques to efficiently productionize workloads. The book starts with an introduction to data science and discusses the statistical techniques data scientists should know. You'll then move on to machine learning in Azure where you will review the basics of data preparation and engineering, along with Azure ML service and automated machine learning. You'll also explore Azure Databricks and learn how to deploy, create and manage the same. In the final chapters you'll go through machine learning operations in Azure followed by the practical implementation of artificial intelligence through machine learning. Data Science Solutions on Azure will reveal how the different Azure services work together using real life scenarios and how-to-build solutions in a single comprehensive cloud ecosystem. What You'll Learn Understand big data analytics with Spark in Azure Databricks Integrate with Azure services like Azure Machine Learning and Azure Synaps Deploy, publish and monitor your data science workloads with MLOps Review data abstraction, model management and versioning with GitHub Who This Book Is For Data Scientists looking to deploy end-to-end solutions on Azure with latest tools and techniques.
    Note: Online resource; Title from title page (viewed December 18, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 9
    Online Resource
    Online Resource
    Hands-on Time Series Analysis with Python : From Basics to Bleeding Edge Techniques (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484259924
    Language: English
    Pages: 1 online resource (420 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Learn the concepts of time series from traditional to bleeding-edge techniques. This book uses comprehensive examples to clearly illustrate statistical approaches and methods of analyzing time series data and its utilization in the real world. All the code is available in Jupyter notebooks. You'll begin by reviewing time series fundamentals, the structure of time series data, pre-processing, and how to craft the features through data wrangling. Next, you'll look at traditional time series techniques like ARMA, SARIMAX, VAR, and VARMA using trending framework like StatsModels and pmdarima. The book also explains building classification models using sktime, and covers advanced deep learning-based techniques like ANN, CNN, RNN, LSTM, GRU and Autoencoder to solve time series problem using Tensorflow. It concludes by explaining the popular framework fbprophet for modeling time series analysis. After reading Hands -On Time Series Analysis with Python , you'll be able to apply these new techniques in industries, such as oil and gas, robotics, manufacturing, government, banking, retail, healthcare, and more. What You'll Learn: · Explains basics to advanced concepts of time series · How to design, develop, train, and validate time-series methodologies · What are smoothing, ARMA, ARIMA, SARIMA,SRIMAX, VAR, VARMA techniques in time series and how to optimally tune parameters to yield best results · Learn how to leverage bleeding-edge techniques such as ANN, CNN, RNN, LSTM, GRU, Autoencoder to solve both Univariate and multivariate problems by using two types of data preparation methods for time series. · Univariate and multivariate problem solving using fbprophet. Who This Book Is For Data scientists, data analysts, financial analysts, and stock market researchers
    Note: Online resource; Title from title page (viewed August 24, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 10
    Online Resource
    Online Resource
    Using Gatsby and Netlify CMS : Build Blazing Fast JAMstack Apps Using Gatsby and Netlify CMS (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484262979
    Language: English
    Pages: 1 online resource (207 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Leverage the powerful new combination of Gatsby and Netlify CMS, a free open source content management solution, to build blazing fast apps. This book shows you how to create a React-powered website using the Gatsby framework for the frontend, and Netlify CMS as the content backend. Through the course of the book you'll gradually build a website for a coffee shop that includes a blog and a bakery/coffee menu that is customizable through Netlify CMS. The project starts with a bare-bones Gatsby site to which you'll add functionality such as setting up/configuring the CMS, creating different types of content, and writing some Gatsby glue code to consume the Markdown data via plugins. When done, you'll be well-equipped to build on your existing JavaScript and React knowledge to effectively use Gatsby and Netlify CMS for yourself or your clients. Using Gatsby and Netlify CMS is an ideal guide for anyone looking to build their own sites and manage their own content without having to deal with creating Markdown files or Git repositories. What You'll Learn Clone repositories, install dependencies and deploy on Netlify Configure Netlify Identity and Git Gateway Use Netlify CMS Content Manager Source blog data using Gatsby plugin Manage dynamic page reactions using Gatsby Node APIs Work with pagination, content and menus Customize Netlify CMS Who This Book Is For Experienced JavaScript developers with a good handle on React who want to learn how to build a maintainable Gatsby powered site. Basic familiarity with Gatsby is assumed but not required.
    Note: Online resource; Title from title page (viewed October 6, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 11
    Online Resource
    Online Resource
    Beginning R 4 : From Beginner to Pro (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484260531
    Language: English
    Pages: 1 online resource (481 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Learn how to use R 4, write and save R scripts, read in and write out data files, use built-in functions, and understand common statistical methods. This in-depth tutorial includes key R 4 features including a new color palette for charts, an enhanced reference counting system (useful for big data), and new data import settings for text (as well as the statistical methods to model text-based, categorical data). Each chapter starts with a list of learning outcomes and concludes with a summary of any R functions introduced in that chapter, along with exercises to test your new knowledge. The text opens with a hands-on installation of R and CRAN packages for both Windows and macOS. The bulk of the book is an introduction to statistical methods (non-proof-based, applied statistics) that relies heavily on R (and R visualizations) to understand, motivate, and conduct statistical tests and modeling. Beginning R 4 shows the use of R in specific cases such as ANOVA analysis, multiple and moderated regression, data visualization, hypothesis testing, and more. It takes a hands-on, example-based approach incorporating best practices with clear explanations of the statistics being done. You will: Acquire and install R and RStudio Import and export data from multiple file formats Analyze data and generate graphics (including confidence intervals) Interactively conduct hypothesis testing Code multiple and moderated regression solutions Who This Book Is For Programmers and data analysts who are new to R. Some prior experience in programming is recommended.
    Note: Online resource; Title from title page (viewed October 17, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 12
    Online Resource
    Online Resource
    Applied Incident Response (2020)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119560265
    Language: English
    Pages: 1 online resource (464 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Incident response is critical for the active defense of any network, and incident responders need up-to-date, immediately applicable techniques with which to engage the adversary. Applied Incident Response details effective ways to respond to advanced attacks against local and remote network resources, providing proven response techniques and a framework through which to apply them. As a starting point for new incident handlers, or as a technical reference for hardened IR veterans, this book details the latest techniques for responding to threats against your network, including: Preparing your environment for effective incident response Leveraging MITRE ATT&CK and threat intelligence for active network defense Local and remote triage of systems using PowerShell, WMIC, and open-source tools Acquiring RAM and disk images locally and remotely Analyzing RAM with Volatility and Rekall Deep-dive forensic analysis of system drives using open-source or commercial tools Leveraging Security Onion and Elastic Stack for network security monitoring Techniques for log analysis and aggregating high-value logs Static and dynamic analysis of malware with YARA rules, FLARE VM, and Cuckoo Sandbox Detecting and responding to lateral movement techniques, including pass-the-hash, pass-the-ticket, Kerberoasting, malicious use of PowerShell, and many more Effective threat hunting techniques Adversary emulation with Atomic Red Team Improving preventive and detective controls
    Note: Online resource; Title from title page (viewed January 29, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 13
    Online Resource
    Online Resource
    5G Verticals (2020)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119514817
    Language: English
    Pages: 1 online resource (320 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: A comprehensive text to an understanding the next generation mobile broadband and wireless Internet of Things (IoT) technologies 5G Verticals brings together in one comprehensive volume a group of visionaries and technical experts from academia and industry. The expert authors discuss the applications and technologies that comprise 5G verticals. The earlier network generations (2G to 4G) were designed as on-size-fits-all, general-purpose connectivity platforms with limited differentiation capabilities. 5G networks have the capability to demand customizable mobile networks and create an ecosystem for technical and business innovation involving vertical markets such as automotive, healthcare, manufacturing, energy, food and agriculture, city management, government, public transportation, media and more. 5G will serve a large portfolio of applications with various requirements ranging from high reliability to ultra-low latency going through high bandwidth and mobility. In this book, the authors explore applications and usages of various 5G verticals including a set of key metrics for these uses and their corresponding target requirements. The book also examines the potential network architectures and enabling technologies to meet the requirements of 5G verticals. This important book: Offers a comprehensive resource to the promise of 5G Verticals Provides a set of key metrics for the uses and target requirements Contains illustrative examples of the technology and applications Includes contributions from experts in the field and professionals that developed the 5G standards Provides an analysis of specific vertical industries which have the potential to be among the first industries to use 5G Written for industry practitioners, engineers and researchers, 5G Verticals discusses the technology that enables the 5G system to be flexibly deployed and scaled.
    Note: Online resource; Title from title page (viewed April 20, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 14
    Online Resource
    Online Resource
    Borrowed from Your Grandchildren (2020)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119573807
    Language: English
    Pages: 1 online resource (432 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Families share how they have maintained and grown their wealth from generation to generation. While creating wealth is a wonderful achievement, business families are also concerned with how their wealth is used to support their values, the lives of their children and the well-being of the community. Over several generations, families who are successful in growing their wealth have been able to reinvent themselves and their business in the face of significant environmental transformations and internal differences cause by family dynamics. Borrowed from my Grandchildren is a fascinating look at how large, long-lasting business families succeed across generations. Author Dennis T. Jaffe, one of the leading architects of the field of family enterprise consulting, has interviewed members of successful, well known, 100-year family enterprises from 20 countries, who serve as role models for those wishing to see their wealth positively impact their children, employees, and communities. Half continue to own their legacy business and others have gone on to become family offices with a portfolio of shared assets, but all these families have sustained their values and identity as a family over more than three generations. Offering the collected wisdom of nearly 100 global business families, this insightful book shares the real-life stories of partners in business and wealth management over three of more generations. Families that generate rather than reduce their wealth across generations, known as Generative Families, focus on engaging across generations and develop collaborative governance for both family and business to ensure responsible stewardship from one generation to the next. This unique resource: Presents real-life stories of families sustaining wealth over generations Explores both the successes and failures of retaining family wealth Includes rare private insights from members of prominent wealthy families Examines the nature of global family enterprises and their evolution over generations Discusses the financial, human, and social dimensions of wealth Borrowed from my Grandchildren: The Evolution of Stewardship in 100-Year Families is an essential read for family members, non-family executives, family offices, estate planning lawyers, family business consultants, trust officers, philanthropic and foundation advisors, financial advisors, financial planners, CPAs, and other finance professionals.
    Note: Online resource; Title from title page (viewed February 26, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 15
    Online Resource
    Online Resource
    Succeeding with Agile Hybrids : Project Delivery Using Hybrid Methodologies (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484264614
    Language: English
    Pages: 1 online resource (156 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Successfully delivering projects at an organization can happen with the careful utilization of a variety of methods and practices. The best approach is a hybrid framework that adapts in real time to your team and its needs. This book addresses the practical realities of project delivery in the 21st century. The agile method is well-known and well-covered. Author Shawn Belling dives deeper with his expertise into organizational management and investigates how to best execute a graceful mix of waterfall methods, agile, and phase-based approaches. Each business and goal requires flexibility for a unique journey to success, and Belling provides the practitioner with practical, real-world examples and patterns of these methodologies. Succeeding with Agile Hybrids is the answer to the diversity of needs within your team. Whether you are an aspiring or current project manager, scrum master, or mid-level manager, this book will greatly benefit you and your goals for project delivery. Hybrid agile is the future, and you will be well-equipped to tackle it with Succeeding with Agile Hybrids on your shelf. What You'll Learn See how hybrid agile is a common de facto approach to project management Review common, practical and real-world examples and patterns of hybrid agile project management Evaluate projects and organizations for using hybrid agile or agile project management Who This Book is For Aspiring or current project managers, scrum masters, or mid-level managers with responsibility for projects or professional services delivery in a technical field. Executive leaders, academic and training programs may also pick this book as a text.
    Note: Online resource; Title from title page (viewed November 7, 2020) , Mode of access: World Wide Web.
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  • 16
    Online Resource
    Online Resource
    IBM z/OS Container Extensions (zCX) Use Cases (2020)
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Details
    ISBN: 9780738459110
    Language: English
    Pages: 1 online resource (254 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Is it time for you to modernize your IBM® z/OS® applications to allow for access to an entire system of open source and Linux on IBM Z® workloads? Is co-location of these workloads on the z/OS platform with no porting requirements of value to you? Your open source or Linux on IBM Z software can benefit from being co-located and managed inside a z/OS environment; leveraging z/OS quality of service for optimized business continuity. Your software can be integrated with and can help complement existing z/OS workloads and environments. If your software can communicate with z/OS and external components by using TCP/IP, now is the time examine how IBM z/OS Container Extensions (IBM zCX) makes it possible to integrate Linux on Z applications with z/OS. This IBM Redbooks® publication is a follow-on to Getting started with z/OS Container Extensions and Docker, SG24-8457, which provides some interesting use cases for zCX. We start with a brief overview of IBM zCX. In Part 1, "Integration" on page 9, we demonstrate use cases that integrate with zCX. In Part 2, "DevOps in zCX" on page 165, we describe how organizations can benefit from running a DevOps flow in zCX and we describe the set up of necessary components. Finally, in Part 3, "Monitoring and managing zCX systems" on page 229, we discuss IBM Service Management Unite Automation, a free-of-charge customizable dashboard interface and an important discussion of creating the suitable container restart policy.
    Note: Online resource; Title from title page (viewed October 13, 2020) , Mode of access: World Wide Web.
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    Not-for-Profit Financial Reporting (2020)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119744092
    Language: English
    Pages: 1 online resource (160 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Through a combination of practical guidance and case studies, the author provides insight into what makes not-for-profits different. Updated for revenue recognition, grants and contracts, and financial reporting, this book offers guidance on FASB's new financial statement standard and revenue recognition standard which will have a major impact on financial reporting for not for profits. It helps answer the questions: Are you aware of how not-for-profit financial statements will change because of FASB's Financial Statement Standard? Do you know what makes not-for-profit accounting and financial reporting different? Key topics include: Grants and contracts Expense reporting NFP financial statement standard Revenue recognition Performance measures
    Note: Online resource; Title from title page (viewed July 21, 2020) , Mode of access: World Wide Web.
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    Machine Learning and Big Data (2020)
    [Erscheinungsort nicht ermittelbar] : Wiley-Scrivener | Boston, MA : Safari
    Details
    ISBN: 9781119654742
    Language: English
    Pages: 1 online resource (544 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Currently many different application areas for Big Data (BD) and Machine Learning (ML) are being explored. These promising application areas for BD/ML are the social sites, search engines, multimedia sharing sites, various stock exchange sites, online gaming, online survey sites and various news sites, and so on. To date, various use-cases for this application area are being researched and developed. Software applications are already being published and used in various settings from education and training to discover useful hidden patterns and other information like customer choices and market trends that can help organizations make more informed and customer-oriented business decisions. Combining BD with ML will provide powerful, largely unexplored application areas that will revolutionize practice in Videos Surveillance, Social Media Services, Email Spam and Malware Filtering, Online Fraud Detection, and so on. It is very important to continuously monitor and understand these effects from safety and societal point of view. Hence, the main purpose of this book is for researchers, software developers and practitioners, academicians and students to showcase novel use-cases and applications, present empirical research results from user-centered qualitative and quantitative experiments of these new applications, and facilitate a discussion forum to explore the latest trends in big data and machine learning by providing algorithms which can be trained to perform interdisciplinary techniques such as statistics, linear algebra, and optimization and also create automated systems that can sift through large volumes of data at high speed to make predictions or decisions without human intervention
    Note: Online resource; Title from title page (viewed September 1, 2020) , Mode of access: World Wide Web.
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    Introducing WidgetKit for iOS : Adding a Simple Widget to Your iOS App (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484267004
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 7 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create new apps and update legacy apps that support older iOS versions to allow users to take advantage of widgets. Apple introduced a new way to allow users to update and modernize their iPhone home screens. They can use widgets on their home screen to keep their favorite information at their fingertips. Keep your apps new and relevant by adding widget capabilities. We will be creating a demo app to incorporate a static widget that will update the widget on the home screen whenever information in the app changes. What You Will Learn Add and configure a static widget Update legacy apps to use widgets Design widgets with user friendly UI functions Who This Video Is For iOS developers with experience using the Swift programming language. Some experience with SwiftUI would be beneficial, but not essential.
    Note: Online resource; Title from title screen (viewed November 5, 2020) , Mode of access: World Wide Web.
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  • 20
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    Deploying TensorFlow Models to a Web Application : Using Flask API, TensorFlowJS, and TensorFlow Serving (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484266991
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Implement machine learning to realize the power of AI algorithms. Developers and companies often struggle to deploy machine learning models efficiently. One of the main reasons for this is a lack of proper process set up and execution. After getting feedback and comments from his YouTube subscribers, Vikraman has created a system of step-by-step instructions for the process. Using TensorFlow.js, you'll walk through the process of deploying machine learning models in web applications. You'll learn to deploy these models at scale and to work with users' existing hardware such as web cams to accomplish common machine learning tasks. What You Will Learn Deploy machine learning models at scale Save, export, and restore machine learning models Use Flask to work with TensorFlow and Keras models Who This Video Is For Engineers, coders, and researchers who wish to deploy machine learning models in web applications. A basic understanding of TensorFlow, Python, HTML and general machine learning and deep learning algorithms is helpful.
    Note: Online resource; Title from title screen (viewed November 18, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 21
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    Proactive Risk Management (2020)
    [Erscheinungsort nicht ermittelbar] : Productivity Press | Boston, MA : Safari
    Details
    ISBN: 9781000285659
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Listed as one of the 30 Best Business Books of 2002 by Executive Book Summaries. Proactive Risk Management's unique approach provides a model of risk that is scalable to any size project or program and easily deployable into any product development or project management life cycle. It offers methods for identifying drivers (causes) of risks so you can manage root causes rather than the symptoms of risks. Providing you with an appropriate quantification of the key factors of a risk allows you to prioritize those risks without introducing errors that render the numbers meaningless. This book stands apart from much of the literature on project risk management in its practical, easy-to-use, fact-based approach to managing all of the risks associated with a project. The depth of actual how-to information and techniques provided here is not available anywhere else.
    Note: Online resource; Title from title page (viewed October 28, 2020) , Mode of access: World Wide Web.
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  • 22
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    Building Smarter Chatbots with ML.NET : Creating Custom Models with Model Builder (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484266113
    Language: English
    Pages: 1 online resource (1 video file, approximately 49 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use your custom data to create and train models with the help of .NET and Azure. Machine learning is here and with it comes a multitude of opportunities for developers to apply it and use it in a variety of applications. This video will teach you how you can use Model Builder inside Visual Studio to create a model. You can then easily integrate the model you build into all kinds of applications including chatbots. You will discover that the custom model created with ML.NET will ensure the most accurate response for your type of data. The video begins with a general overview of bots and the tools you need to create them. You'll then learn how to create a bot using Azure. And finally you will dive into the specifics of ML.NET and Model Builder to learn how you can integrate your custom model with the Azure Web App Bot. What You Will Learn Understand what a bot is Work with Microsoft Bot Framework on Azure Create a bot on Azure Build a simple natural language understanding model for a bot Implement data normalization Use the ML.NET capabilities Understand how ML.NET Model Builder works Who This Video Is For Developers and engineers who are familiar with C# and .NET and interested in learning about bots, machine learning, custom ML models, and ML.NET.
    Note: Online resource; Title from title screen (viewed October 29, 2020) , Mode of access: World Wide Web.
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    Tweak Your Mac Terminal : Command Line macOS (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484261712
    Language: English
    Pages: 1 online resource (549 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Look beyond the basics of Mac programming and development to become a Mac power user. When most people think about the Mac, they think about the amazing graphical user interface macOS is known for. However, there is a whole world to explore beneath the hood. This book approaches working directly in the terminal with fun projects and ideas to help turn you into an advanced Mac user. You'll work with Brew (HomeBrew), which gives you the ability to install applications from Linux (and Unix) that can make the terminal more useful. This is important, because a lot of applications have been stripped out of macOS or deprecated. For example, Apple's built-in PHP is usually a major release behind. You'll also customize your terminal to change everything about it, making it your own. The whole world is about personalizing. Why put up with the Apple defaults? Once you have your terminal set up and ready to rock, you'll review the basics of programming on the Mac terminal. This will allow you to get a taste of power scripting. You'll discover the power of bash, PHP, and Python. And then you'll apply those tools to web development. Tweak Your Mac Terminal takes you on a journey into a world of the terminal and its hidden applications. What You'll Learn Customize the terminal to make it perfect for your needs Develop web applications using basic coding skills in the terminal Install HomeBrew and by extension Linux and Unix applications Who This Book Is For Mac users who are already very familiar with the GUI and want to go further. This book will especially help starting IT professionals and beginning programmers.
    Note: Online resource; Title from title page (viewed November 20, 2020) , Mode of access: World Wide Web.
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  • 24
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    Rock the Tech Stage : How the Best Speakers in Tech Present Ideas and Pitch Products (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484263129
    Language: English
    Pages: 1 online resource (119 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This book unveils ten secrets on how to masterfully speak in the technology arena. It is primarily based on stories from entrepreneurs, executives and engineers from technology companies that have shaped history: Steve Jobs, Tim Cook, Elon Musk, Jim Grubb (Cisco), Mikko Hyppönen (F-secure), Jane Chen (Embrace Innovations) and many more. Most of them have appeared on the stages of large conferences and events presenting their products and inventions. Today the technology arena is more dynamic and innovating than ever: mobile applications, cloud services, artificial intelligence, clean technologies, blockchain, etc.There are increasingly more spaces to share knowledge and promote products. Both aspects make speaking about technology harder than ever: how should you speak about your product or company in a way that your audience not only gets what you say but gets inspired enough to become followers? The ten practices presented in this book are: story, demo, metaphor, data visualization, passion, props, presentation hacks, interaction, staging, and memory. All core aspects that a technical person needs to rock the stage at conferences. What You Will Learn A wide range of skills which will help you make a solid and persuasive presentation or talk How to craft compelling stories How to write better (blogs and copy) about technical products and events Who This Book is For DevOps, developer evangelists, testers, architects, product managers, sales engineers, solution architects, CTOs, CEOs, startup founders, marketers
    Note: Online resource; Title from title page (viewed November 30, 2020) , Mode of access: World Wide Web.
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    Traefik API Gateway for Microservices : With Java and Python Microservices Deployed in Kubernetes (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484263761
    Language: English
    Pages: 1 online resource (264 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Use Traefik as a load balancer or a reverse proxy for microservices-based architecture. This book covers Traefik integration for microservices architecture concerns such as service discovery, telemetry, and resiliency. The book focuses on building an in-depth understanding of Traefik. It starts with the fundamentals of Traefik, including different load balancing algorithms available, and failure handling for application resiliency. Examples are included for the failure scenarios. TLS support is explained, including scenarios of TLS termination and TLS forwarding. Traefik supports TLS termination using Let's Encrypt. Traefik deployment in prominent microservices ecosystems is discussed, including Docker and Kubernetes. Traefik is a language-neutral component. This book presents examples of its deployment with Java-based microservices. The examples in the book show Traefik integration with Jaeger/Zipkin, Prometheus, Grafana, and FluentD. Also covered is Traefik for Python-based services and Java-based services deployed in the Kubernetes cluster. By the end of the book, you will confidently know how to deploy and integrate Traefik into prominent microservices ecosystems. What You Will Learn Understand Traefik basics and its components Explore different load balancing scenarios and TLS termination Configure service discovery, circuit breakers, timeouts, and throttling Monitor Traefik using Prometheus and request tracing Who This Book Is For Developers and project managers who have developed microservices and are deploying them in cloud and on-premise environments with Kubernetes or Docker. The book is not specifically written for any particular programming language. The examples presented use Java or Python.
    Note: Online resource; Title from title page (viewed November 27, 2020) , Mode of access: World Wide Web.
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    Dynamics 365 Field Service : Implementing Business Solutions for the Enterprise (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484264089
    Language: English
    Pages: 1 online resource (322 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Configure and customize Microsoft Dynamics 365 Field Services to help your organization deliver onsite service to customer locations. This book will guide you in setting up and implementing Dynamics 365 Field Services to automate workflow and schedule algorithms for mobile users. The book starts with an introduction to Field Services and setting up your Dynamics 365 subscription. Next, you will configure your application. You are shown how to allocate work, manage resources, and move inventory. You will configure both Field Services and the new Field Services Mobile app. One of the main topics covered is applying security to both Field Services and the Field Services Mobile App and how to use both flavors of the application to implement effective solutions. You will go through examples to understand and apply the concepts and features for configuration of Field Services. You also will learn best practices for configuring and customizing Field Services. After reading this book, you will be able to develop and implement enterprise-scale solutions using Dynamics 365 Field Services. What Will You Learn Create and process Work Orders Manage inventory movement in the field Set up security in Field Services and Field Services Mobile App Generate Work Orders with agreement Utilize Microsoft Power Automate with Field Service Who Is This Book For Technical and functional consultants who have Dynamics 365 CE development experience
    Note: Online resource; Title from title page (viewed December 7, 2020) , Mode of access: World Wide Web.
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    Custom Fiori Applications in SAP HANA : Design, Develop, and Deploy Fiori Applications for the Enterprise (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484263587
    Language: English
    Pages: 1 online resource (217 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Get started building custom Fiori applications for your enterprise. This book teaches you how to design, build, and deploy enterprise-ready, custom Fiori applications in SAP HANA. Tips and tricks collected from projects using Fiori applications (built consuming OData models and REST APIs) and integrating third-party JS libraries are presented. Also included are examples using Fiori templates from different tools such as the SAP Web IDE and the new Visual Studio Code extensions. This book explains the 5 design principles that all Fiori applications are built upon: Role-based, Responsive, Coherent, Simple, and Delightful. The book expands on consuming OData services and REST APIs internal and external to SAP HANA. The Fiori application exercise demonstrates the use of the MVC pattern, JavaScript modularization, reuse of SAP UI5 controls, debugging, and the tools required for a complete scenario. The book closes with an exercise showcasing a finished single page application with multiple views and layouts, navigation between the views, and deployment of the application to AWS. This book is simple enough for entry-level developers getting started in web frameworks but also highlights integration points from the data models being consumed from the application, and shows how the application communicates with back-end services, resulting in a complete front-end custom Fiori application. What You Will Learn Know the 5 Fiori design principles Understand how to consume OData and REST API models Apply the MVC pattern using XML views and the SAP UI5 controls along with controller behavior in JavaScript Debug and deploy the application Who This Book is For Web developers and application leads who have some experience in JavaScript frameworks and web development and understand web protocol communication
    Note: Online resource; Title from title page (viewed December 1, 2020) , Mode of access: World Wide Web.
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    Build Interactive Dashboards Using Highcharts with Angular : Create Stunning Animated Interactive Charts for Modern Browsers (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484266946
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to create stunning animated and interactive charts using Highcharts and Angular. Along the way you will develop smooth dashboards that will work in all modern browsers. You will see how to use Highcharts to call backend services for data and easily construct real-time data dashboards. This video course provides the best solutions for real-time challenges and covers a wide range of charts including line, area, deviation, Gauge, stacked bar, scatter plot, and 3D charts. Highcharts is one of the most useful products for developing charting on the web and Angular is well known for speed. Using Highcharts with Angular, you can build fast, interactive dashboards. Get up to speed using this video course today. What You Will Learn Develop interactive, animated dashboards Implement Highcharts using Angular Use and export different chart types Create interactive styling themes and colors for a dashboard Who This Video Is For Developers who are already familiar with HTML, CSS, and JavaScript.
    Note: Online resource; Title from title screen (viewed December 1, 2020) , Mode of access: World Wide Web.
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  • 29
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    设计的陷阱 (2020)
    [Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari
    Details
    ISBN: 9787115516312
    Language: English , Chinese
    Pages: 1 online resource (186 pages)
    Edition: 1st edition
    Series Statement: Tu ling jiao hu she ji cong shu
    Parallel Title: Erscheint auch als
    Keywords: Product design ; User-centered system design ; Electronic books ; local ; Conception de produit ; Conception participative (Conception de systèmes) ; Product design ; User-centered system design
    Abstract: 设计师常常追求美观甚至完美的设计，但有时未能周全地考虑其设计可能产生的不利影响，进而在无意中对用户造成了伤害，甚至产生未曾预料的悲剧性后果。本书通过研究一些发人深省的真实案例，剖析了糟糕的设计给用户造成的四种类型的伤害，使设计者意识到糟糕设计的隐性代价，避免做出有问题的设计。 要命的设计：甚至造成年轻癌症患者死亡的界面 激怒用户的设计：运用了无礼技术和黑暗模式 让人伤心的设计：可能在无意间对用户造成情感伤害 排斥用户的设计：缺乏无障碍性和包容性，对某些用户群体不公 如何不畏艰难，倡导符合伦理的设计 如何利用工具和技术，避免做出有害的设计决策 专业人士分享经验教训，更好地用设计改善世界
    Note: Online resource; Title from title page (viewed January 1, 2020) , Mode of access: World Wide Web.
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    Beginning Game AI with Unity : Programming Artificial Intelligence with C# (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484263556
    Language: English
    Pages: 1 online resource (150 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Game developers will use this book to gain a basic knowledge of programming artificial intelligence using Unity and C#. You will not be bored learning the theory underpinning AI. Instead, you will learn by experience and practice, and complete an engaging project in each chapter. AI is the one of the most popular subjects in gaming today, ranging from controlling the behavior of non-player characters to procedural generated levels. This book starts with an introduction to AI and its use in games. Basic moving behaviors and pathfinding are covered, and then you move through more complex concepts of pathfinding and decision making. What You Will Learn Understand the fundamentals of AI Create gameplay-based AI to address navigation and decision-making problems Put into practice graph theory and behavior models Address pathfinding problems Use the A* algorithm, the deus ex machina of pathfinding algorithms Create a mini stealth game Who This Book Is For Developers and programming enthusiasts with a basic knowledge of Unity and C# who want to understand and master the foundations of artificial intelligence in games
    Note: Online resource; Title from title page (viewed December 5, 2020) , Mode of access: World Wide Web.
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    Pro Microsoft Power BI Administration : Creating a Consistent, Compliant, and Secure Corporate Platform for Business Intelligence (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265673
    Language: English
    Pages: 1 online resource (301 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Manage Power BI within organizations. This book helps you systematize administration as Microsoft shifts Power BI from a self-service tool to an enterprise tool. You will learn best practices for many Power BI administrator tasks. And you will know how to manage artifacts such as reports, users, work spaces, apps, and gateways. The book also provides experience-based guidance on governance, licensing, and managing capacities. Good management includes policies and procedures that can be applied consistently and even automatically across a broad user base. This book provides a strategic road map for the creation and implementation of policies and procedures that support Power BI best practices in enterprises. Effective governance depends not only on good policies, but also on the active and timely monitoring of adherence to those policies. This book helps you evaluate the tools to automate and simplify the most common administrative and monitoring tasks, freeing up administrators to provide greater value to the organization through better user training and awareness initiatives. What You Will Learn Recognize the roles and responsibilities of the Power BI administrator Manage users and their work spaces Know when to consider using Power BI Premium Govern your Power BI implementation and manage Power BI tenants Create an effective security strategy for Power BI in the enterprise Collaborate and share consistent views of the data across all users Follow a life cycle management strategy for rollout of dashboards and reports Create internal training resources backed up by accurate documentation Monitor Power BI to better understand risks and compliance manage costs, and track implementation Who This Book Is For IT professionals tasked with maintaining their corporate Power BI environments, Power BI administrators and power users interested in rolling out Power BI more widely in their organizations, and IT governance professionals tasked with ensuring adherence to policies and regulations
    Note: Online resource; Title from title page (viewed November 24, 2020) , Mode of access: World Wide Web.
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    PostgreSQL Configuration : Best Practices for Performance and Security (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484256633
    Language: English
    Pages: 1 online resource (238 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Obtain all the skills you need to configure and manage a PostgreSQL database. In this book you will begin by installing and configuring PostgreSQL on a server by focusing on system-level parameter settings before installation. You will also look at key post-installation steps to avoid issues in the future. The basic configuration of PostgreSQL is tuned for compatibility rather than performance. Keeping this in mind, you will fine-tune your PostgreSQL parameters based on your environment and application behavior. You will then get tips to improve database monitoring and maintenance followed by database security for handling sensitive data in PostgreSQL. Every system containing valuable data needs to be backed-up regularly. PostgreSQL follows a simple back-up procedure and provides fundamental approaches to back up your data. You will go through these approaches and choose the right one based on your environment. Running your application with limited resources can be tricky. To achieve this you will implement a pooling mechanism for your PostgreSQL instances to connect to other databases. Finally, you will take a look at some basic errors faced while working with PostgreSQL and learn to resolve them in the quickest manner. What You Will Learn Configure PostgreSQL for performance Monitor and maintain PostgreSQL instances Implement a backup strategy for your data Resolve errors faced while using PostgreSQL Who This Book Is For Readers with basic knowledge of PostgreSQL who wish to implement key solutions based on their environment.
    Note: Online resource; Title from title page (viewed March 16, 2020) , Mode of access: World Wide Web.
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    Next-Generation Machine Learning with Spark : Covers XGBoost, LightGBM, Spark NLP, Distributed Deep Learning with Keras, and More (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484256695
    Language: English
    Pages: 1 online resource (367 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Access real-world documentation and examples for the Spark platform for building large-scale, enterprise-grade machine learning applications. The past decade has seen an astonishing series of advances in machine learning. These breakthroughs are disrupting our everyday life and making an impact across every industry. Next-Generation Machine Learning with Spark provides a gentle introduction to Spark and Spark MLlib and advances to more powerful, third-party machine learning algorithms and libraries beyond what is available in the standard Spark MLlib library. By the end of this book, you will be able to apply your knowledge to real-world use cases through dozens of practical examples and insightful explanations. What You Will Learn Be introduced to machine learning, Spark, and Spark MLlib 2.4.x Achieve lightning-fast gradient boosting on Spark with the XGBoost4J-Spark and LightGBM libraries Detect anomalies with the Isolation Forest algorithm for Spark Use the Spark NLP and Stanford CoreNLP libraries that support multiple languages Optimize your ML workload with the Alluxio in-memory data accelerator for Spark Use GraphX and GraphFrames for Graph Analysis Perform image recognition using convolutional neural networks Utilize the Keras framework and distributed deep learning libraries with Spark Who This Book Is For Data scientists and machine learning engineers who want to take their knowledge to the next level and use Spark and more powerful, next-generation algorithms and libraries beyond what is available in the standard Spark MLlib library; also serves as a primer for aspiring data scientists and engineers who need an introduction to machine learning, Spark, and Spark MLlib.
    Note: Online resource; Title from title page (viewed February 22, 2020) , Mode of access: World Wide Web.
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    Getting Started with ASP.NET Core 3.0 Blazor : Framework Fundamentals for Full-stack Web Development Without JavaScript (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484259238
    Language: English
    Pages: 1 online resource (1 video file, approximately 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video will teach you Blazor, a new web development framework from Microsoft now available with the release of .NET Core 3.0. You will learn how to build web applications without having to learn JavaScript. You will apply the most fundamental components of the Blazor framework, writing both client- and server-side components of your web applications using .NET languages. No knowledge of JavaScript is necessary; although Blazor code can easily inter-operate with JavaScript. You will discover the two hosting models for Blazor; Blazor WebAssembly and Blazor Server. The first, Blazor WebAssembly, runs compiled .NET code directly in a browser via WebAssembly. The second, Blazor Server, creates client-side components for you, while running all the logic on the server. Client-side components communicate with server-side components asynchronously in real time. Choose either, as the code syntax is the same, allowing you to easily move your code to Blazor WebAssembly or Blazor Server. What You Will Learn Get introduced to Blazor and find out why you should learn it Understand the differences between the Blazor Server and Blazor WebAssembly hosting models Discover the fundamental components of Blazor and Razor components Make Blazor applications modular Run Blazor on both server and browser Make your .NET code inter-operate with in-browser JavaScript Who This Video is For Developers who are already familiar with ASP.NET Core.
    Note: Online resource; Title from title screen (viewed April 7, 2020) , Mode of access: World Wide Web.
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    Implementing Effective Code Reviews : How to Build and Maintain Clean Code (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484261620
    Language: English
    Pages: 1 online resource (201 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The ideal code review process differs from organization to organization, but the needs all boil down to the same foundational factors. A software development team cannot properly grow if its code reviews are not consistent, straightforward, and aspire to hit several company goals at once, such as security, performance, longevity, and more. Implementing Effective Code Reviews is the manual your team has been seeking. Author Giuliana Carullo uses her expert background to guide you through the basics of building and maintaining clean code, and she is known for distilling complex concepts into entertaining and easy-to-grasp lessons. Healthy code requires incremental improvements, and knowing how to execute this is essential for conducting effective reviews on your team. While complex and fancy code can be interesting to work with, it will not always achieve business goals or solve urgent problems. Good coding practices are at the heart of a high-performing team, and Carullo instills these core values in a simple, straight-forward way in Implementing Effective Code Reviews . Whether you are a passionate programmer looking to go the extra mile at the office, or an experienced software engineer seeking a guide to how to improve your leadership and code review process, this book covers it all. With each chapter wrapped up in a handy checklist of crucial takeaways, Carullo has created an essential handbook for coders everywhere. There are a lot of myths that dominate the programming landscape, and Implementing Effective Code Reviews grounds the process and gets to the heart of the matter. What You Will Learn Understand how to work with your team to implement effective code reviews Master good programming practices that will build healthy code Discover how you should tackle different complex areas during code review like, security and performance Who This Book Is For Passionate programmers willing to go the extra mile to be better at their jobs, new programmers looking to strengthen their programming skills, and experienced software engineers looking for a quick guide on how to review code
    Note: Online resource; Title from title page (viewed September 3, 2020) , Mode of access: World Wide Web.
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  • 36
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    Build Location Apps on iOS with Swift : Use Apple Maps, Google Maps, and Mapbox to Code Location Aware Mobile Apps (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484260838
    Language: English
    Pages: 1 online resource (258 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Work with Apple Maps, Google Maps, and Mapbox in iOS with Swift programming. Guided by practical examples, this book covers all three map frameworks to ensure you properly select which one best suits your iOS app's needs in working with iOS location. You'll see how Apple's privacy settings apply to a user's location, and how to access that user's location from an application. Once you have access to the user's location, allow your app to display points of interest from Apple's database on the map inside the app, as well as to provide a search through that database by name. You can also incorporate turn by turn directions inside your own app to provide routes. Or trigger different functionality or notifications based on locational queues. With Build Location Apps on iOS with Swift , you'll even find out how to provide offline map support for hiking, camping, or other outdoors applications where cell phone service is weak. What You'll Learn Display points of interest within your own app Work with Apple's privacy settings so pertinent information comes through Trigger functionality based on geographic prompts Create your own custom map styles with Mapbox Studio and display them in the app Who This Book Is For Intermediate to advanced Swift programmers who would like to add location based services to their apps.
    Note: Online resource; Title from title page (viewed August 12, 2020) , Mode of access: World Wide Web.
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    Classical Recording (2020)
    [Erscheinungsort nicht ermittelbar] : Focal Press | Boston, MA : Safari
    Details
    ISBN: 9781000194845
    Language: English
    Pages: 1 online resource (392 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Classical Recording: A Practical Guide in the Decca Tradition is the authoritative guide to all aspects of recording acoustic classical music. Offering detailed descriptions, diagrams, and photographs of fundamental recording techniques such as the Decca tree, this book offers a comprehensive overview of the essential skills involved in successfully producing a classical recording. Written by engineers with years of experience working for Decca and Abbey Road Studios and as freelancers, Classical Recording equips the student, the interested amateur, and the practising professional with the required knowledge and confidence to tackle everything from solo piano to opera.
    Note: Online resource; Title from title page (viewed October 27, 2020) , Mode of access: World Wide Web.
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  • 38
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    Machine Learning in the Oil and Gas Industry : Including Geosciences, Reservoir Engineering, and Production Engineering with Python (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484260944
    Language: English
    Pages: 1 online resource (315 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Apply machine and deep learning to solve some of the challenges in the oil and gas industry. The book begins with a brief discussion of the oil and gas exploration and production life cycle in the context of data flow through the different stages of industry operations. This leads to a survey of some interesting problems, which are good candidates for applying machine and deep learning approaches. The initial chapters provide a primer on the Python programming language used for implementing the algorithms; this is followed by an overview of supervised and unsupervised machine learning concepts. The authors provide industry examples using open source data sets along with practical explanations of the algorithms, without diving too deep into the theoretical aspects of the algorithms employed. Machine Learning in the Oil and Gas Industry covers problems encompassing diverse industry topics, including geophysics (seismic interpretation), geological modeling, reservoir engineering, and production engineering. Throughout the book, the emphasis is on providing a practical approach with step-by-step explanations and code examples for implementing machine and deep learning algorithms for solving real-life problems in the oil and gas industry. What You Will Learn Understanding the end-to-end industry life cycle and flow of data in the industrial operations of the oil and gas industry Get the basic concepts of computer programming and machine and deep learning required for implementing the algorithms used Study interesting industry problems that are good candidates for being solved by machine and deep learning Discover the practical considerations and challenges for executing machine and deep learning projects in the oil and gas industry Who This Book Is For Professionals in the oil and gas industry who can benefit from a practical understanding of the machine and deep learning approach to solving real-life problems.
    Note: Online resource; Title from title page (viewed November 2, 2020) , Mode of access: World Wide Web.
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    JavaScript (2020)
    [Erscheinungsort nicht ermittelbar] : Wrox | Boston, MA : Safari
    Details
    ISBN: 9781119367956
    Language: English
    Pages: 1 online resource (608 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: All of JavaScript's newest features, in depth, made easy to understand. JavaScript is a rapidly changing language and it can be challenging to keep up with all the new toys being added. JavaScript: The New Toys explores the newest features of the world's most popular programming language while also showing readers how to track what's coming next. After setting the stage by covering who manages the process of improving JavaScript, how new features get introduced, terminology, and a high-level overview of new features, it details each new or updated item in depth, with example uses, possible pitfalls, and expert recommendations for updating old habits in light of new features. JavaScript: The New Toys: Covers all the additions to JavaScript in ES2015-ES2020 plus a preview of what's coming next Explores the latest syntax: nullish coalescing, optional chaining, let and const , class syntax, private methods, private fields, new.target , numeric separators, BigInt, destructuring, default parameters, arrow functions, async functions, await , generator functions, ... (rest and spread), template literals, binary and octal literals, ** (exponentiation), computed property/method names, for-of , for-await-of , shorthand properties, and others Details the new features and patterns including modules, promises, iteration, generators, Symbol, Proxy, reflection, typed arrays, Atomics, shared memory, WeakMap, WeakSet, and more Highlights common pitfalls and explains how to avoid them Shows how to follow the improvements process and even participate in the process yourself Explains how to use new features even before they're widely supported With its comprehensive coverage and friendly, accessible style, JavaScript: The New Toys provides an invaluable resource for programmers everywhere, whether they work in web development, Node.js, Electron, Windows Universal Apps, or another JavaScript environment.
    Note: Online resource; Title from title page (viewed July 21, 2020) , Mode of access: World Wide Web.
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    Teach Yourself VISUALLY Windows 10, 3rd Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Visual | Boston, MA : Safari
    Details
    ISBN: 9781119698593
    Language: English
    Pages: 1 online resource (352 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Master Windows 10 by reading only one book Teach Yourself Visually Windows 10, 3 rd Edition brings together all of the necessary resources to make you an expert in the use of the latest version of Windows. Using highly visual techniques to maximize learner retention and memory, Teach Yourself Visually Windows 10 will have you breezing through the most popular operating system in the world in no time. The book includes hundreds of step-by-step and illustrated sets of instructions to teach you both the basics and the complexities of Windows 10 operation. Lessons include: · Installing and repairing applications · System maintenance · Setting up password-protection · Downloading photos · Managing media files · And more Teach Yourself Visually Windows 10 combines the best of visual learning techniques with comprehensive source material about the interface and substance of Windows 10 to leave you with encyclopedic knowledge of the operating system. Perfect for beginners and intermediate users alike, this book will turn your Windows-using experience from a slow slog into a lighting-fast masterclass of efficiency.
    Note: Online resource; Title from title page (viewed July 8, 2020) , Mode of access: World Wide Web.
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    Deep Learning avec Keras et TensorFlow (2020)
    [Erscheinungsort nicht ermittelbar] : Dunod | Boston, MA : Safari
    Details
    ISBN: 9782100805020
    Language: English , French
    Pages: 1 online resource (576 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Cet ouvrage, conçu pour tous ceux qui souhaitent s'initier au deep learning (apprentissage profond), est la traduction de la deuxième partie du best-seller Hands-On Machine Learning with Scikit-Learn, Keras and TensorFlow (2e édition). Le deep learning est récent et il évolue vite. Ce livre en présente les principales techniques : les réseaux de neurones profonds, capables de modéliser toutes sortes de données, les réseaux de convolution, capables de classifier des images, les segmenter et découvrir les objets ou personnes qui s'y trouvent, les réseaux récurrents, capables de gérer des séquences telles que des phrases, des séries temporelles, ou encore des vidéos, les autoencodeurs qui peuvent découvrir toutes sortes de structures dans des données, de façon non supervisée, et enfin le reinforcement learning (apprentissage par renforcement) qui permet de découvrir automatiquement les meilleures actions pour effectuer une tâche (par exemple un robot qui apprend à marcher). Ce livre présente TensorFlow, le framework de deep learning créé par Google. Il est accompagné de notebooks Jupyter qui contiennent tous les exemples de code du livre, afin que le lecteur puisse facilement tester et faire tourner les programmes. Il complète un premier livre du même auteur intitulé Machine Learning avec Scikit-Learn.
    Note: Online resource; Title from title page (viewed May 26, 2020) , Mode of access: World Wide Web.
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    Practical Azure SQL Database for Modern Developers : Building Applications in the Microsoft Cloud (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484263709
    Language: English
    Pages: 1 online resource (340 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Here is the expert-level, insider guidance you need on using Azure SQL Database as your back-end data store. This book highlights best practices in everything ranging from full-stack projects to mobile applications to critical, back-end APIs. The book provides instruction on accessing your data from any language and platform. And you learn how to push processing-intensive work into the database engine to be near the data and avoid undue networking traffic. Azure SQL is explained from a developer's point of view, helping you master its feature set and create applications that perform well and delight users. Core to the book is showing you how Azure SQL Database provides relational and post-relational support so that any workload can be managed with easy accessibility from any platform and any language. You will learn about features ranging from lock-free tables to columnstore indexes, and about support for data formats ranging from JSON and key-values to the nodes and edges in the graph database paradigm. Reading this book prepares you to deal with almost all data management challenges, allowing you to create lean and specialized solutions having the elasticity and scalability that are needed in the modern world. What You Will Learn Master Azure SQL Database in your development projects from design to the CI/CD pipeline Access your data from any programming language and platform Combine key-value, JSON, and relational data in the same database Push data-intensive compute work into the database for improved efficiency Delight your customers by detecting and improving poorly performing queries Enhance performance through features such as columnstore indexes and lock-free tables Build confidence in your mastery of Azure SQL Database's feature set Who This Book Is For Developers of applications and APIs that benefit from cloud database support, developers who wish to master their tools (including Azure SQL Database, and those who want their applications to be known for speedy performance and the elegance of their code
    Note: Online resource; Title from title page (viewed November 5, 2020) , Mode of access: World Wide Web.
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    Big Data Meets Survey Science (2020)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781118976326
    Language: English
    Pages: 1 online resource (800 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: O ffers a clear view of the utility and place for survey data within the broader Big Data ecosystem This book presents a collection of snapshots from two sides of the Big Data perspective. It assembles an array of tangible tools, methods, and approaches that illustrate how Big Data sources and methods are being used in the survey and social sciences to improve official statistics and estimates for human populations. It also provides examples of how survey data are being used to evaluate and improve the quality of insights derived from Big Data. Big Data Meets Survey Science: A Collection of Innovative Methods shows how survey data and Big Data are used together for the benefit of one or more sources of data, with numerous chapters providing consistent illustrations and examples of survey data enriching the evaluation of Big Data sources. Examples of how machine learning, data mining, and other data science techniques are inserted into virtually every stage of the survey lifecycle are presented. Topics covered include: Total Error Frameworks for Found Data; Performance and Sensitivities of Home Detection on Mobile Phone Data; Assessing Community Wellbeing Using Google Street View and Satellite Imagery; Using Surveys to Build and Assess RBS Religious Flag; and more. Presents groundbreaking survey methods being utilized today in the field of Big Data Explores how machine learning methods can be applied to the design, collection, and analysis of social science data Filled with examples and illustrations that show how survey data benefits Big Data evaluation Covers methods and applications used in combining Big Data with survey statistics Examines regulations as well as ethical and privacy issues Big Data Meets Survey Science: A Collection of Innovative Methods is an excellent book for both the survey and social science communities as they learn to capitalize on this new revolution. It will also appeal to the broader data and computer science communities looking for new areas of application for emerging methods and data sources.
    Note: Online resource; Title from title page (viewed September 29, 2020) , Mode of access: World Wide Web.
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    Beginning Java MVC 1.0 : Model View Controller Development to Build Web, Cloud, and Microservices Applications (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484262801
    Language: English
    Pages: 1 online resource (446 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Get started with using the new Java MVC 1.0 framework for model, view, and controller development for building modern Java-based web, native, and microservices applications. Beginning Java MVC teaches you the basics, then dives in to models, views, controllers. Next, you learn data binding, events, application types, view engines, and more. You will be given practical examples along the way to reinforce what you have learned. Furthermore, you'll work with annotations, internationalization, security, and deployment. After reading this book, you'll have the know how to build your first full Java-based MVC application. What You Will Learn Discover the Java MVC 1.0 APIs and how to use them Master the Model, View and Controller design pattern Carry out data binding Write events Work with view engines Who This Book Is For Those new to Java MVC 1.0. Some prior experience with Java programming recommended, especially with JSF or Struts.
    Note: Online resource; Title from title page (viewed November 16, 2020) , Mode of access: World Wide Web.
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    Beginning e-Textile Development : Prototyping e-Textiles with Wearic Smart Textiles Kit and the BBC micro:bit (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484262610
    Language: English
    Pages: 1 online resource (245 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Electronic textiles (e-textiles) involves the combination of electronics and textiles to form "smart" textile products. It is an emerging technology with immense opportunities in the field of wearables fashion technology. And while there are many e-textile development platforms available on the market, this book uses the Wearic smart textile kit, a modular prototyping platform, to get you building projects and experiments easily and quickly. This book presents the essential skills required to get started developing e-textiles. The code presented is built using MakeCode blocks, an easy-to-use visual programming language. You'll use the BBC micro:bit microcontroller for all the projects, and with few exceptions, they require no soldering and wiring. In the end, you'll be able to apply and sew electronics to wearables, garments, and fabrics in this emerging technology. Beginning e-Textile Development presents the essential components to get you started with developing e-textiles. What You'll Learn Program with the BBC micro:bit Add lights to your wearables using LED textiles Use different textile sensors to measure heat, detect water, actuate attachments, and enable sense touch and pressure Actuate attachments on wearables with muscle activity and heartbeat Make chemistry-based color-changing fabrics using thermochromic pigments Utilize Bluetooth Low Energy to send sensor data to mobile apps and WiFi to send sensor data to the ThingSpeak IoT analytics platform service Who This Book Is For Beginners to the e-textile industry seeking a comprehensive toolkit. Fashion designers, Makers, engineers, scientists, and students can all benefit from this book.
    Note: Online resource; Title from title page (viewed November 2, 2020) , Mode of access: World Wide Web.
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    50 Activities to Kickstart Your Meetings (2020)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119690894
    Language: English
    Pages: 1 online resource (240 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Discover how to unleash the full potential of your meetings Inefficient meetings plague even the most well-run organizations. In 50 Activities to Kickstart Your Meetings, productivity and games expert Sivasailam Thiagarajan explains how to use fifty tried-and-true methods to get the most out of every meeting. This book teaches the strategy of employing games, activities, and simulations to facilitate extraordinary meeting productivity and creativity. It teaches meeting planners and organizers how to use games and simulations to enhance all types of meetings: Understand organizational opportunities and problems Generate alternative ideas Transform ideas into decisions Translate decisions into actions Written for managers and executives at all levels of governmental, non-profit, and for-profit organizations, 50 Activities to Kickstart Your Meetings transforms traditional meetings into engines of creativity and growth. Thiagarajan uses the extensive experience he has gained in consulting for companies like Google and JP Morgan to teach managers of all stripes how to supercharge their next meeting.
    Note: Online resource; Title from title page (viewed September 1, 2020) , Mode of access: World Wide Web.
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    Artificial Intelligent Techniques for Electric and Hybrid Electric Vehicles (2020)
    [Erscheinungsort nicht ermittelbar] : Wiley-Scrivener | Boston, MA : Safari
    Details
    ISBN: 9781119681908
    Language: English
    Pages: 1 online resource (288 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Electric vehicles/hybrid electric vehicles (EV/HEV) commercialization is still a challenge in industries in terms of performance and cost. The performance along with cost reduction are two tradeoffs which need to be researched to arrive at an optimal solution. This book focuses on the convergence of various technologies involved in EV/HEV. The book brings together the research that is being carried out in the field of EV/HEV whose leading role is by optimization techniques with artificial intelligence (AI). Other featured research includes green drive schemes which involve the possible renewable energy sources integration to develop eco-friendly green vehicles, as well as Internet of Things (IoT)-based techniques for EV/HEVs. Electric vehicle research involves multi-disciplinary expertise from electrical, electronics, mechanical engineering and computer science. Consequently, this book serves as a point of convergence wherein all these domains are addressed and merged and will serve as a potential resource for industrialists and researchers working in the domain of electric vehicles.
    Note: Online resource; Title from title page (viewed July 21, 2020) , Mode of access: World Wide Web.
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    数据库可靠性工程：数据库系统设计与运维指南 (2020)
    [Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari
    Details
    ISBN: 9787115548863
    Language: English , Chinese
    Pages: 1 online resource (214 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: 信息技术领域的基础设施即代码革命正在影响着数据库管理。本书从实践角度介绍如何将网站可靠性工程的实践应用于数据库架构和运维，为想成为数据库可靠性工程师的专业人士提供一个指导框架，开发人员、系统管理员和初中级数据库管理员等都能从中受益。 本书首先介绍数据库可靠性工程师需要掌握的核心运维概念，然后介绍各种数据库持久性选项，包括如何利用关键技术提供有弹性、可扩展、高性能的数据存储和检索。有了数据库可靠性工程的坚实基础，读者便能深入研究任何现代数据库的架构和运维。 服务等级要求和风险管理 构建并演进具有运维可见性的架构 基础设施工程和基础设施管理 如何推动发布管理流程 数据存储、索引和复制 明确数据存储的特性和用例 数据存储架构组件和数据驱动的架构
    Note: Online resource; Title from title page (viewed November 1, 2020) , Mode of access: World Wide Web.
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    数据分析之图算法 : 基于Spark和Neo4j (2020)
    [Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari
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    ISBN: 9787115546678
    Language: English , Chinese
    Pages: 1 online resource (213 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: 莎士比亚曾说，世界是一个大舞台。在今天看来，世界是一张大图！将人物和事件视作节点，将节点之间的关系连成线，我们就能将错综复杂的关系网络转化为图，通过图分析洞悉复杂问题的本质。图算法已经广泛应用于数据分析领域，营销归因分析、欺诈网络检测、客户旅程建模、安全事故原因分析，甚至连莎士比亚戏剧的剧情分析，都会用到图算法。 学习图算法有助于利用数据间的关系研究智能解决方案，并构建增强机器学习模型。本书作者来自Neo4j公司，在图分析领域深耕多年。你将跟随他们领略美妙的图算法世界，并利用流行平台Spark和Neo4j实现常用的图算法。 了解如何利用图分析揭示数据的预测性特征 了解如何实现近20种流行的图算法 了解各种图算法的适用场景 跟随示例在Spark和Neo4j中应用图算法 结合Spark和Neo4j创建机器学习工作流程
    Note: Online resource; Title from title page (viewed September 1, 2020) , Mode of access: World Wide Web.
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    Rust 程序设计 (2020)
    [Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari
    Details
    ISBN: 9787115546494
    Language: English , Chinese
    Pages: 1 online resource (498 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Rust是一门新的系统编程语言，兼具C和C++的高性能和底层控制能力，而且能保证内存安全和线程安全，是系统编程发展史上的一个巨大进步。本书对Rust进行了全面介绍，详细解释了这门语言的重要概念，并提供了大量清晰易懂的示例，逐步指导读者用Rust编写出既安全又高性能的程序。 本书由两位具有数十年经验的系统程序员撰写，他们不仅分享了自己对Rust的深刻见解，而且还提供了一些建议和操作实践，对Rust开发者和系统程序员十分有帮助。 Rust如何在内存中表示值（辅以图表） 完整解释了所有权、转移、借用和生命期 Cargo、rustdoc、单元测试，以及如何在Rust公共包仓库上发布代码 泛型代码、闭包、集合和迭代器等高级特性 Rust中的并发：线程、互斥量、通道和原子操作 不安全代码，以及如何保持使用常规代码的完整性 用丰富的例子展示了Rust各方面特性的综合运用
    Note: Online resource; Title from title page (viewed September 1, 2020) , Mode of access: World Wide Web.
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    大规模数据分析和建模：基于 Spark 与 R (2020)
    [Erscheinungsort nicht ermittelbar] : China Machine Press | Boston, MA : Safari
    Details
    ISBN: 9787111661016
    Language: English , Chinese
    Pages: 1 online resource (262 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: 如果你和大多数R语言用户一样，那你肯定喜欢统计学，也能够深入理解统计学。但是随着组织内部不断收集大量数据，添加Apache Spark这类工具就变得理所当然。在本书中，数据科学家和使用大规模数据应用的专业人员会学到如何使用Spark和R解决大数据和大计算问题。 作者会展示如何将Spark和R结合起来进行大数据分析。本书涵盖相关的数据科学话题、聚类计算，以及高级用户会感兴趣的问题。 在Apache Spark环境下，使用R来分析、探索、转换、可视化数据。 构建统计模型来提取信息并预测输出，自动化生产级的工作流程。 使用分布式计算技术在多台机器上进行分析和建模。 轻松使用Spark处理多个数据源和格式的大规模数据。 学习其他用于大规模图处理、地理空间分析和基因组学分析的建模框架。 深入高级话题，包括定制转换、实时数据处理和创建定制化Spark扩展。
    Note: Online resource; Title from title page (viewed July 1, 2020) , Mode of access: World Wide Web.
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    Building Brand Communities (2020)
    [Erscheinungsort nicht ermittelbar] : Berrett-Koehler Publishers | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (264 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: An authentic brand community is more than just people buying your product or working alongside one another. This book articulates the critical roles of mutual concern, common values, and shared experiences in creating fiercely loyal customer and collaborator relationships. Smart organizations know that creating communities is the key to unlocking unprecedented outcomes. But too many mistakenly rely on superficial transactional relationships as a foundation for community, when really people want something deeper. Carrie Melissa Jones and Charles Vogl argue that in an authentic and enriching community, members have mutual concern for one another, share personal values, and join together in meaningful shared experiences, whether online or off. On the deepest level, brands must help members grow into who they want to be. Jones and Vogl present practices used by global brands like Yelp, Etsy, Twitch, Harley Davidson, Salesforce, Airbnb, Sephora, and others to connect in a meaningful way with the people critical for their success. They articulate how authentic communities can serve organizational goals in seven different areas: innovation, talent recruitment, customer retention, marketing, customer service, building transformational movements, and creating community forums. They also reveal principles to grow a new brand community to critical mass. This is the first comprehensive guide to a crucial differentiator that gives organizations access to untapped enthusiasm and engagement.
    Note: Online resource; Title from title page (viewed May 19, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781523086634/?ar
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    Beginning Android Games Development : From Beginner to Pro (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484261217
    Language: English
    Pages: 1 online resource (374 pages)
    Edition: 4th edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Do you have an awesome idea for the next break-through mobile gaming title? This updated edition will help you kick-start your project as it guides you through the process of creating several example game apps using APIs available in Android. You will learn the basics needed to join the ranks of successful Android game app developers. the book starts with game design fundamentals using Canvas and Android SDK 10 or earlier programming basics. You then will progress toward creating your own basic game engine and playable game apps that work on Android 10 or earlier smartphones and tablets. You take your game through the chapters and topics in the book to learn different tools such as OpenGL ES. And you will learn about publishing and marketing your games to monetize your creation. What You Will Learn Gain knowledge on the fundamentals of game programming in the context of Android Use Android's APIs for graphics, audio, and user input to reflect those fundamentals Develop two 2D games from scratch, based on Canvas API and OpenGL ES Create a full-featured 3D game Publish your games, get crash reports, and support your users Complete your own playable 2D OpenGL games Who This Book Is For Those with basic knowledge of Java who want to write games on the Android platform, and experienced game developers who want to know about the pitfalls and peculiarities of the platform
    Note: Online resource; Title from title page (viewed September 10, 2020) , Mode of access: World Wide Web.
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    Serverless Security : Understand, Assess, and Implement Secure and Reliable Applications in AWS, Microsoft Azure, and Google Cloud (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484261002
    Language: English
    Pages: 1 online resource (352 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Apply the basics of security in serverless computing to new or existing projects. This hands-on guide provides practical examples and fundamentals. You will apply these fundamentals in all aspects of serverless computing: improving the code, securing the application, and protecting the infrastructure. You will come away having security knowledge that enables you to secure a project you are supporting and have technical conversations with cybersecurity personnel. At a time when there are many news stories on cybersecurity breaches, it is crucial to think about security in your applications. It is tempting to believe that having a third-party host the entire computing platform will increase security. This book shows you why cybersecurity is the responsibility of everyone working on the project. What You Will Learn Gain a deeper understanding of cybersecurity in serverless computing Know how to use free and open source tools (such as the Node Package Manager, ESLint, and VSCode) to reduce vulnerabilities in your application code Assess potential threats from event triggers in your serverless functions Understand security best practices in serverless computing Develop an agnostic security architecture while reducing risk from vendor-specific infrastructure Who This Book Is For Developers or security engineers looking to expand their current knowledge of traditional cybersecurity into serverless computing projects. Individuals just beginning in serverless computing and cybersecurity can apply the concepts in this book in their projects.
    Note: Online resource; Title from title page (viewed October 5, 2020) , Mode of access: World Wide Web.
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    Genetics For Dummies, 3rd Edition (2020)
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
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    ISBN: 9781119633037
    Language: English
    Pages: 1 online resource (400 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Your no-nonsense guide to genetics With rapid advances in genomic technologies, genetic testing has become a key part of both clinical practice and research. Scientists are constantly discovering more about how genetics plays a role in health and disease, and healthcare providers are using this information to more accurately identify their patients' particular medical needs. Genetic information is also increasingly being used for a wide range of non-clinical purposes, such as exploring one's ancestry. This new edition of Genetics For Dummies serves as a perfect course supplement for students pursuing degrees in the sciences. It also provides science-lovers of all skill levels with easy-to-follow and easy-to-understand information about this exciting and constantly evolving field. This edition includes recent developments and applications in the field of genetics, such as: Whole-genome and whole-exome sequencing Precision medicine and pharmacogenetics Direct-to-consumer genetic testing for health risks Ancestry testing Featuring information on some of the hottest topics in genetics right now, this book makes it easier than ever to wrap your head around this fascinating subject.
    Note: Online resource; Title from title page (viewed January 2, 2020) , Mode of access: World Wide Web.
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    Effective SEO and Content Marketing (2020)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119628859
    Language: English
    Pages: 1 online resource (336 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Get beyond the basics and see how modern-day users are reimaging the SEO process SEO is often underutilized and overlooked across the marketing realm today. SEO is not merely trying to improve your website ranking on Google, but it can spark and optimize ideas. Above all it can help improve the amount of free traffic coming to your web properties. This book provides you with a comprehensive approach to make sure marketing spend is utilized as effectively as possible and deliver the best ROI for your brand and business. Maximizing your organic (free) traffic channels should be a top priority and this book will provide you with insight on how to do that. From working with social media influencers to steering creative ideas and campaigns, modern day SEO requires a full-service perspective of marketing and its processes. General education on SEO and organic content marking Understanding which search engines to focus on How SEO and content can solve business problems Building a new brand through SEO and content Identifying who your true competitors are Which Analytics reports you should be regularly monitoring How to establish research channels that can inform your business initiatives Building personas and audience purchase journeys Prioritizing locations, demographics and countries What needs to be in place to maximize free traffic levels to your brands assets Understanding all the key tasks and attributes for an effective content program Data-Driven Content: Detailed instruction on how to use data to inform content responses, ideas and asset types Understanding different content asset types from standard items like articles to highly advanced assets like films, podcasts, white papers and other assets Calculating ROI for SEO and Content initiatives Small business marketing via content and SEO and having the right small business mindset for success Website and content design considerations (accessibility, principles of marketing) Optimizing for the future and looking at other search venues Amazon Optimization YouTube Optimization App Store Optimization (ASO) Podcast Optimization Optimizing Blogs and other off-site content Prepping and optimizing for the newest technologies, including voice search, artificial intelligence, and content discovery vehicles How to build an optimization path and programs that drive results and manage risks In addition to learning the most effective processes to structure your SEO, you will have access to bonus materia...
    Note: Online resource; Title from title page (viewed February 26, 2020) , Mode of access: World Wide Web.
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    Designing a Machine Learning Intrusion Detection System : Defend Your Network from Cybersecurity Threats (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484265918
    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video will guide you on the principles and practice of designing a smart, AI-based intrusion detection system (IDS) to defend a network from cybersecurity threats. The course begins by explaining the theory and state of the art of the field, and then proceeds to guide you on the step-by-step implementation of an ML-based IDS. The first part of the course will explain how an intrusion detection system is used to stop cybersecurity threats such as hackers from infiltrating your network. Next, it will explain why traditional intrusion detection systems are not able to keep up with the rapid evolution of black hat adversaries, and how machine learning offers a self-learning solution that is able to keep up with, and even outsmart them. Further, you will learn the high-level architecture of an ML-based IDS; how to carry out data collection, model selection, and objective selection (such as accuracy or false positive rate); and how all these come together to form a next-generation IDS. Moving forward, you'll see how to implement the ML-based IDS. What You Will Learn Discover how an IDS works See how machine learning-based IDSs are able to solve the problems that traditional IDSs have faced Architect a machine learning-based IDS Train the ML components of a next-generation IDS Choose the correct metric function for your next-generation IDS in order to satisfy the most commonly encountered business objectives Who This Video Is For Cybersecurity professionals, data scientists, and students of these disciplines.
    Note: Online resource; Title from title screen (viewed September 29, 2020) , Mode of access: World Wide Web.
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    Creating Good Data : A Guide to Dataset Structure and Data Representation (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484261033
    Language: English
    Pages: 1 online resource (112 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Create good data from the start, rather than fixing it after it is collected. By following the guidelines in this book, you will be able to conduct more effective analyses and produce timely presentations of research data. Data analysts are often presented with datasets for exploration and study that are poorly designed, leading to difficulties in interpretation and to delays in producing meaningful results. Much data analytics training focuses on how to clean and transform datasets before serious analyses can even be started. Inappropriate or confusing representations, unit of measurement choices, coding errors, missing values, outliers, etc., can be avoided by using good dataset design and by understanding how data types determine the kinds of analyses which can be performed. This book discusses the principles and best practices of dataset creation, and covers basic data types and their related appropriate statistics and visualizations. A key focus of the book is why certain data types are chosen for representing concepts and measurements, in contrast to the typical discussions of how to analyze a specific data type once it has been selected. What You Will Learn Be aware of the principles of creating and collecting data Know the basic data types and representations Select data types, anticipating analysis goals Understand dataset structures and practices for analyzing and sharing Be guided by examples and use cases (good and bad) Use cleaning tools and methods to create good data Who This Book Is For Researchers who design studies and collect data and subsequently conduct and report the results of their analyses can use the best practices in this book to produce better descriptions and interpretations of their work. In addition, data analysts who explore and explain data of other researchers will be able to create better datasets.
    Note: Online resource; Title from title page (viewed October 1, 2020) , Mode of access: World Wide Web.
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    Recommender System with Machine Learning and Artificial Intelligence (2020)
    [Erscheinungsort nicht ermittelbar] : Wiley-Scrivener | Boston, MA : Safari
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    ISBN: 9781119711575
    Language: English
    Pages: 1 online resource (448 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This book is a multi-disciplinary effort that involves world-wide experts from diverse fields, such as artificial intelligence, human computer interaction, information technology, data mining, statistics, adaptive user interfaces, decision support systems, marketing, and consumer behavior. It comprehensively covers the topic of recommender systems, which provide personalized recommendations of items or services to the new users based on their past behavior. Recommender system methods have been adapted to diverse applications including social networking, movie recommendation, query log mining, news recommendations, and computational advertising. This book synthesizes both fundamental and advanced topics of a research area that has now reached maturity. Recommendations in agricultural or healthcare domains and contexts, the context of a recommendation can be viewed as important side information that affects the recommendation goals. Different types of context such as temporal data, spatial data, social data, tagging data, and trustworthiness are explored. This book illustrates how this technology can support the user in decision-making, planning and purchasing processes in agricultural & healthcare sectors.
    Note: Online resource; Title from title page (viewed July 8, 2020) , Mode of access: World Wide Web.
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    Real Frauds Found in Governments (2020)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
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    ISBN: 9781119723318
    Language: English
    Pages: 1 online resource (96 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Frauds in governments are as unique as government entities themselves. In this book, you will learn about real-world government fraud, including cyber fraud, and your responsibilities when dealing with government. Analyzing several unique frauds that occurred in the sector, this book offers a comprehensive learning approach using examples, explanations of audit standards, and informative case studies. Key topics include: misappropriation of assets, external financial reporting, cyber fraud, management override, and improper use of procurement cards.
    Note: Online resource; Title from title page (viewed July 8, 2020) , Mode of access: World Wide Web.
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    Practical Splunk Search Processing Language : A Guide for Mastering SPL Commands for Maximum Efficiency and Outcome (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484262764
    Language: English
    Pages: 1 online resource (279 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Use this practical guide to the Splunk operational data intelligence platform to search, visualize, and analyze petabyte-scale, unstructured machine data. Get to the heart of the platform and use the Search Processing Language (SPL) tool to query the platform to find the answers you need. With more than 140 commands, SPL gives you the power to ask any question of machine data. However, many users (both newbies and experienced users) find the language difficult to grasp and complex. This book takes you through the basics of SPL using plenty of hands-on examples and emphasizes the most impactful SPL commands (such as eval, stats , and timechart ). You will understand the most efficient ways to query Splunk (such as learning the drawbacks of subsearches and join , and why it makes sense to use tstats ). You will be introduced to lesser-known commands that can be very useful, such as using the command rex to extract fields and erex to generate regular expressions automatically. In addition, you will learn how to create basic visualizations (such as charts and tables) and use prescriptive guidance on search optimization. For those ready to take it to the next level, the author introduces advanced commands such as predict , kmeans , and cluster . What You Will Learn Use real-world scenarios (such as analyzing a web access log) to search, group, correlate, and create reports using SPL commands Enhance your search results using lookups and create new lookup tables using SPL commands Extract fields from your search results Compare data from multiple time frames in one chart (such as comparing your current day application performance to the average of the past 30 days) Analyze the performance of your search using Job Inspector and identify execution costs of various components of your search Who This Book Is For Application developers, architects, DevOps engineers, application support engineers, network operations center analysts, security operations center (SOC) analysts, and cyber security professionals who use Splunk to search and analyze their machine data
    Note: Online resource; Title from title page (viewed November 24, 2020) , Mode of access: World Wide Web.
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    大数据项目管理：从规划到实现 (2020)
    [Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari
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    ISBN: 9787115457363
    Language: English , Chinese
    Pages: 1 online resource (155 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: 许多公司会在大数据项目的实施细节上下很多功夫，例如研究分布式处理引擎和数据分析算法。这并没有错，但不要因为一棵树而错过整片森林。本书将为你打开更广阔的视野，展示如何从大数据项目的规划阶段开始，一步步走向成功。无论是首席信息官、首席技术官、项目经理，还是架构师和开发人员，都能通过本书得到 启迪。 开始规划：思考大数据项目的主要类型 评估和选择数据管理解决方案 降低与技术、团队、需求相关的风险 探索良好的接口设计模式 为项目选择合适的分布式存储系统 规划和实施元数据收集 使用数据管道确保数据完整性 根据并行处理引擎的特征评估处理框架
    Note: Online resource; Title from title page (viewed January 1, 2020) , Mode of access: World Wide Web.
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    Java数据科学实战 (2020)
    [Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari
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    ISBN: 9787115533302
    Language: English , Chinese
    Pages: 1 online resource (202 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: 数据科学近年来迅速成为了热门研究领域，但很少有数据科学从业人士冒险涉足Java世界。考虑到在工程与科学的交叉地带所需的可伸缩性、稳健性以及便利性，Java其实是一门理想的语言。本书将循序渐进地引导读者进入数据科学的工作流程，在解释数学原理的同时给出代码示例。书中解释了数据科学流程每一步背后的基本数学原理，以及如何采用Java来应用这些原理。 本书内容涉及数据输入与输出、线性代数、统计学、数据操作、学习与预测，以及Hadoop MapReduce在这个过程中所扮演的关键角色。 讨论获取数据、清理数据，以及以纯粹方式排列数据的众多方法 理解数据应采用的矩阵结构 学习测试数据来源及数据有效性的基本概念 把数据转换为稳定且可用的数值 理解监督型学习算法与无监督型学习算法，以及评估这些算法是否成功的方法 采用适合数据科学算法的定制组件，设置和运行MapReduce任务
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    Pro Cryptography and Cryptanalysis : Creating Advanced Algorithms with C# and .NET (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
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    ISBN: 9781484263679
    Language: English
    Pages: 1 online resource (571 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Utilize this comprehensive, yet practical, overview of modern cryptography and cryptanalysis to improve performance. Learn by example with source code in C# and .NET, and come away with an understanding of public key encryption systems and challenging cryptography mechanisms such as lattice-based cryptography. Modern cryptography is the lifeboat of a secure infrastructure. From global economies and governments, to meeting everyday consumer needs, cryptography is ubiquitous, and used in search, design, data, artificial intelligence, and other fields of information technology and communications. Its complexity can lead to misconfiguration, misuse, and misconceptions. For developers who are involved in designing and implementing cryptographic operations in their applications, understanding the implications of the algorithms, modes, and other parameters is vital. Pro Cryptography and Cryptanalysis is for the reader who has a professional need or personal interest in developing cryptography algorithms and security schemes using C# and .NET. You will learn how to implement advanced cryptographic algorithms (such as Elliptic Curve Cryptography Algorithms, Lattice-based Cryptography, Searchable Encryption, Homomorphic Encryption), and come away with a solid understanding of the internal cryptographic mechanisms, and common ways in which the algorithms are correctly implemented in real practice. With the new era of quantum computing, this book serves as a stepping stone to quantum cryptography, finding useful connections between current cryptographic concepts and quantum related topics. What You Will Learn Know when to enlist cryptography, and how it is often misunderstood and misused Explore modern cryptography algorithms, practices, and properties Design and implement usable, advanced cryptographic methods and mechanisms Understand how new features in C# and .NET impact the future of cryptographic algorithms Use the cryptographic model, services, and System.Security.Cryptography namespace in .NET Modernize your cryptanalyst mindset by exploiting the performance of C# and .NET with its weak cryptographic algorithms Practice the basics of public key cryptography, including ECDSA signatures Discover how most algorithms can be broken Who This Book Is For Information security experts, cryptologists, software engineers, developers, data scientists, and academia who have experience with C#, .NET, as well as IDEs such as Visual Studio, VS Code, or Mono. Bec...
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    数据库系统内幕 (2020)
    [Erscheinungsort nicht ermittelbar] : China Machine Press | Boston, MA : Safari
    Details
    ISBN: 9787111655169
    Language: English , Chinese
    Pages: 1 online resource (319 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: 当我们选择、使用并维护一个数据库系统时，理解它的原理至关重要。但是现今有太多的分布式数据库和工具可供使用，要想弄明白每一种工具的作用以及它们之间的区别往往并不容易。在这本实用指南中，作者讲解了现代数据库和存储引擎背后的概念。 通过本书，你将领略到从众多书籍、论文、博客和多个开源数据库源代码中精心选取的相关材料，并且了解到众多现代数据库之间最重要的区别在于决定存储结构和数据分布的子系统。 你将深入了解如下内容： 存储引擎：学习存储的种类、分类依据，理解基于B树和不可变日志存储结构的存储引擎。 存储构建块：理解数据库文件如何使用诸如页缓存、缓冲池等辅助数据结构来组织构建高效的存储。 分布式系统：逐步学习节点和进程间如何连接并构建复杂的通信模式。 数据库集群：深入探究现在数据库中常用的一致性模型，并了解分布式存储系统是如何实现一致性的。
    Note: Online resource; Title from title page (viewed May 1, 2020) , Mode of access: World Wide Web.
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    Java Übungsbuch - Für die Versionen Java 8 bis Java 13 - Aufgaben mit vollständigen Lösungen (2020)
    [Erscheinungsort nicht ermittelbar] : mitp Verlag | Boston, MA : Safari
    Details
    ISBN: 9783747501252
    Language: English , German
    Pages: 1 online resource (456 pages)
    Edition: 1st edition
    DDC: 005.2762
    Keywords: Java (Computer program language) ; Electronic books ; local ; Java (Langage de programmation) ; Java (Computer program language)
    Abstract: Trainieren Sie Ihre Java-Kenntnisse Learning by Doing anhand praktischer Übungen Mit vollständigen und kommentierten Lösungen Dieses Buch ist kein Lehrbuch, sondern ein reines Übungsbuch und wendet sich an Leser, die ihre Java-Kenntnisse anhand zahlreicher praktischer Übungen durch »Learning by Doing« vertiefen und festigen möchten. Es ist ideal, um sich auf Prüfungen vorzubereiten oder das Programmieren mit Java praktisch zu üben. Jedes Kapitel beginnt mit einer kompakten Zusammenfassung des Stoffs, der in den Übungsaufgaben dieses Kapitels verwendet wird. Anschließend haben Sie die Möglichkeit, zwischen Aufgaben in drei verschiedenen Schwierigkeitsstufen - von einfach bis anspruchsvoll - zu wählen. Anhand dieser Aufgaben können Sie Ihr Wissen praktisch testen. Am Ende der Kapitel finden Sie vollständige und kommentierte Musterlösungen. Es werden folgende Themen abgedeckt: Die Kapitel 1 bis 3 enthalten Aufgaben zur objektorientierten Programmierung mit Java und die Neuerungen aus den Versionen 8 bis 13, die sich auf die neue Date&Time-API, Textblöcke, Compact Strings und die Weiterentwicklung von Interfaces beziehen. Kapitel 4 behandelt im Detail Generics und das Collection Framework mit all seinen generischen Klassen und Interfaces sowie die Definition von Enumerationen. Kapitel 5 erläutert das Exception-Handling. Das Kapitel 6 beschäftigt sich mit den neuen Sprachmitteln von Java 8, Lambdas und Streams, sowie mit weiteren Neuerungen aus den Versionen 8 bis 13 wie Switch Expressions und Local Variable Type Inference. Kapitel 7 bietet einen Einblick in die mit Java 9 vorgenommene Modularisierung der Java-Plattform. Nach dem Durcharbeiten des Buches verfügen Sie über fundierte Programmierkenntnisse und einen umfangreichen Fundus an Beispielcode. Aus dem Inhalt: Klassendefinition und Objektinstanziierung Java-Standard-Klassen und -Interfaces Abgeleitete Klassen und Vererbung Abstrakte Klassen und Interfaces Die Definition von Annotationen Textblöcke Innere Klassen Generics und Reflection Typprüfung und Typsicherheit in Java Lambdas Methoden- und Konstruktor-Referenzen Funktionale Interfaces Definition und Nutzung von Streams Reduktion und Kollektoren Local Variable Type Inference Switch Expressions Das Modulsystem von Java
    Note: Online resource; Title from title page (viewed January 8, 2020) , Mode of access: World Wide Web.
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    Cisco Software-Defined Wide Area Networks : Designing, Deploying and Securing Your Next Generation WAN with Cisco SD-WAN (2020)
    [Erscheinungsort nicht ermittelbar] : Cisco Press | Boston, MA : Safari
    Details
    ISBN: 9780136533238
    Language: English
    Pages: 1 online resource (608 pages)
    Edition: 1st edition
    DDC: 004.67
    Keywords: Wide area networks (Computer networks) ; Electronic books ; local ; Réseaux à grande distance (Informatique) ; Wide area networks (Computer networks)
    Abstract: Cisco Software-Defined Wide-Area Networks from Cisco Press will help you learn, prepare, and practice for exam success. This study guide is built with the objective of providing assessment, review, and practice to help ensure you are prepared for your certification exam. Cisco Software-Defined Wide-Area Networks presents you with an organized test preparation routine using proven series elements and techniques. Key Topic tables help you drill on key concepts you must know thoroughly. Chapter-ending Review Questions help you to review what you learned in the chapter. Master Implementing Cisco SD-WAN Solutions (ENSDWI 300-415) exam topics Assess your knowledge with chapter-ending review questions Review key terms Practice with realistic exam questions in the practice test software Cisco Software-Defined Wide-Area Networks enables you to succeed on the exam the first time and is the only self-study resource approved by Cisco. Four leading Cisco technology experts share preparation hints and test-taking tips, helping you identify areas of weakness and improve both your conceptual knowledge and hands-on skills. This study package includes A test-preparation routine proven to help you pass the exams Chapter-ending Key Topic tables, which help you drill on key concepts you must know thoroughly Chapter-ending Review Questions, to review what you learned in the chapter The powerful Pearson Test Prep Practice Test software, with two full exams comprised of well-reviewed, exam-realistic questions, customization options, and detailed performance reports An online, interactive Flash Cards application to help you drill on Key Terms by chapter Well regarded for its level of detail, study plans, assessment features, and review questions, this study guide helps you master the concepts and techniques that ensure your exam success. This study guide helps you master the topics on the Implementing Cisco SD-WAN Solutions (ENSDWI 300-415) exam, including Architecture Controller Deployment Router Deployment Policies Security and Quality of Service Management and Operations Companion Website: The companion website contains the Pearson Test Prep practice test software with two full exams for the CCNP Enterprise SD-WAN exam ENSDWI 300-415 and Key Terms flash cards. Includes Exclusive Offers for Up to 70% Off Practice Tests, and more Pearson Test Prep online system requirements: Browsers: Chrome version 73 and above; Safari version 12 and above; Microsoft Edge 44 and abo...
    Note: Online resource; Title from title page (viewed September 30, 2020) , Mode of access: World Wide Web.
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    Supertrends (2020)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119646839
    Language: English
    Pages: 1 online resource (304 pages)
    Edition: 1st edition
    DDC: 303.48/30112
    Keywords: Economic forecasting ; Business forecasting ; Technological innovations Forecasting ; Electronic books ; local
    Abstract: Take a look into the future and discover the trends that are shaping our world Futurists are in the business of predicting the future. What do the most efficient futurists know? You’ll find the answer inside Supertrends: 50 Things You Need to Know About the Future . Discover how we can expect the world to evolve in terms of demographics, economics, technology, environment and beyond. Whatever it is that you do, you will be able to better prepare for the future if you can just get a clear view of it. These are turbulent times, and we all need to be ready for what’s coming if we hope to thrive. This book addresses what we can expect in the coming decades, and how companies and government should adapt to accelerating change. You will also see improvement in your own ability to predict the next big thing – a valuable skill in any walk of life. Discover the core principles of efficient forecasting Identify underlying drivers and recurring social patterns which help explain and predict events Learn about evolving and expected future technologies and lifestyles, and how they will be applied in the coming decades See how companies and governments can become more future-proof by adopting new and innovative management principles Author Lars Tvede is a serial entrepreneur and currently works as founding partner in the successful venture fund Nordic Eye, the think tank Futures Institute and the forecasting company Supertrends. Throughout his career, he has found success through his uncanny ability to predict the trends that will take our world forward. Read this book to benefit from his insights and get a handle on what’s coming next in our dynamic world. Anyone who needs to understand the future – from financial executives, industry leaders and entrepreneurs to journalists and politicians – will benefit from Supertrends .
    Abstract: "Supertrends In Technology: 50 Things You Need to Know About the Future is about how efficient futurists work, and how we can expect the world to evolve in terms of demographics, general economics, technologies, business models, resources, environment and lifestyles. This book addresses how to predict the future, what we can expect from it, and how companies and government should adapt to the accelerating change, and will also: Explain the core principles of efficient forecasting . List a number of underlying drivers and recurring social patterns which help explain and predict events. Shows how companies and governments can become more future-proof by adopting new and innovative management principles. Introduce new technologies and how they will be applied. The Supertrends project is a joint venture between Lars Tvede and Trifork. Trifork makes approx. 50 technology seminars annually, which are attended by an average of 1,500 delegates each. The Supertrends tools will be incorporated onto the seminars. The forthcoming www.supertrends.com site, app and community will initially have 10,000 selected expert members who will each contribute to the future consensus timeline, and will continue to be expanded. The author's Futures Institute will conduct workshops, speeches and seminars for leaders and investors. They will include books in these. Lars Tvede also speaks on the future at approx 50 events per annum - (average size approx. 150 people). Includes a session with 300 top managers of Novo, 30 from McKinsey, 500 at Danish Growth Fund Annual meeting, 150 at Danish parliament, etc. These events were for companies, think tanks, political parties and universities"--
    Note: Online resource; Title from title page (viewed February 3, 2020) , Mode of access: World Wide Web.
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    Modernizing Applications with IBM CICS (2020)
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Details
    ISBN: 9780738459295
    Language: English
    Pages: 1 online resource (86 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: IBM® CICS® is a mixed language application server that runs on IBM Z®. Over the 50 years since CICS was introduced in 1969, enterprises have used the qualities of service (QoSs) that CICS provides to allow them to create high throughput and secure transactional applications that have powered their business. As the IT landscape has evolved, so has CICS to allow these applications to integrate with new platforms and still provide value to the rest of the business. Because of this capability, many businesses still rely on CICS to power their core applications. This IBM Redpaper publication focuses on modernizing these CICS applications, allowing them to integrate with cloud-native applications. This modernization can be achieved either by constructing application programming interfaces (APIs) that allow new cloud-native applications to connect to your existing assets, rewriting parts of your application in newer languages and hosting them back on CICS, or by using CICS capabilities to extend your applications to provide new capabilities and functions. The paper takes a traditional example application and shows you how it works. Then, the paper extends the example, rewrites portions of its functions, and enables its APIs. It also explains how CICS applications can use continuous integration (CI) and continuous delivery (CD) to deliver, test, and deploy code into CICS easily and with quality.
    Note: Online resource; Title from title page (viewed December 30, 2020) , Mode of access: World Wide Web.
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    Functional and Smart Materials (2020)
    [Erscheinungsort nicht ermittelbar] : CRC Press | Boston, MA : Safari
    Details
    ISBN: 9781000193275
    Language: English
    Pages: 1 online resource (226 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This book presents a comprehensive and broad-spectrum picture of the state-of-the-art research, development, and commercial prospective of various discoveries conducted in the real world of functional and smart materials. This book presents various synthesis and fabrication routes of function and smart materials for universal applications such as material science, mechanical engineering, manufacturing, metrology, nanotechnology, physics, biology, chemistry, civil engineering, and food science. The content of this book opens various scientific horizons proved to be beneficial for uplifting the standards of day-to-day practices in the biomedical domain. Myriad innovations in the materials science and engineering are transforming our everyday lives in extraordinary ways. This book captures the emerging areas of materials science and advanced manufacturing engineering and presents recent trends in research for researchers, field engineers, and academic professionals.
    Note: Online resource; Title from title page (viewed October 25, 2020) , Mode of access: World Wide Web.
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    Digital Audio Forensics Fundamentals (2020)
    [Erscheinungsort nicht ermittelbar] : Focal Press | Boston, MA : Safari
    Details
    ISBN: 9781000205718
    Language: English
    Pages: 1 online resource (268 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Digital Audio Forensics Fundamentals offers an accessible introduction to both the theory and practical skills behind this emerging field of forensic science. Beginning with an overview of the history of the discipline, the reader is guided through forensic principles and key audio concepts, before being introduced to practical areas such as audio enhancement, audio authentication, and the presentation of reports. Covering all aspects of audio forensics from the capture to the courtroom, this book is pivotal reading for beginners entering the field, as well as experienced professionals looking to develop their knowledge of the practice.
    Note: Online resource; Title from title page (viewed October 29, 2020) , Mode of access: World Wide Web.
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    Do You Care to Lead? (2020)
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    Details
    ISBN: 9781469079141
    Language: English
    Pages: 1 online resource (17588 pages)
    Edition: 1st edition
    DDC: 303.3/4
    Keywords: Leadership ; Organizational effectiveness ; Business ; Leadership ; Audiobooks ; Efficacité organisationnelle ; Affaires ; Organizational effectiveness ; Leadership ; Business ; Leadership ; Downloadable audio books ; Audiobooks ; Audiobooks ; Livres audio
    Abstract: Create loyal, engaged, and results-focused teams and organizations using a practical five-part servant leadership formula. Think of a world where people go to work completely engaged, are inspired to do more than they ever thought possible, remain 100% loyal to the teams and organizations they belong to, are achieving mind-blowing results, and gladly and even passionately follow their leader's direction. Is that a world you want to be a part of? The reality is, you really can! In his work with hundreds of leaders and teams, Michael Rogers has created a practical approach to leadership that works. It is the Care to Lead Leader. Care to Lead Leaders are different than most leaders. Most leaders talk of caring with their lips but are far from actually leading with their hearts. Care to Lead Leaders lead from their heart. They understand that leading from the heart wins the hearts of those they lead, which makes leading more purposeful and a lot easier. After listening to this book, you'll have the tools to apply practical servant leadership approaches that create buy-in into bigger visions, improve loyalty and engagement, and move your teams and organizations to unprecedented levels of action.
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    Reality-Based Leadership (2020)
    [Erscheinungsort nicht ermittelbar] : Recorded Books | Boston, MA : Safari
    Details
    ISBN: 9781705007969
    Language: English
    Pages: 1 online resource (20456 pages)
    Edition: 1st edition
    Keywords: Audiobooks
    Abstract: Recent polls show that 71% of workers think about quitting their jobs every day. That number would be shocking-if people actually were quitting. Worse, they go to work, punching time clocks and collecting paychecks, while completely checked out emotionally. In Reality-Based Leadership, expert Fast Company blogger Cy Wakeman reveals how to be the kind of leader who changes the way people think about and perceive their circumstances-one who deals with the facts, clarifies roles, gives clear and direct feedback, and insists that everyone do the same-without drama or defensiveness. Filled with dynamic examples, innovative tools, and diagnostic tests, this book shows you how to become a Reality-Based Leader, revealing how to: Uncover destructive thought patterns with yourself and others Diffuse drama and lead the person in front of you Stop managing and start leading, empowering others to focus on facts and think for themselves Equipped with a facts-based, confident approach, you will free yourself from the frustrations you face at work and transform yourself into a Reality-Based Leader, with the ability to liberate and inspire others.
    Note: Online resource; Title from title page (viewed September 3, 2020) , Mode of access: World Wide Web.
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    AI-Powered IoT for COVID-19 (2020)
    [Erscheinungsort nicht ermittelbar] : CRC Press | Boston, MA : Safari
    Details
    ISBN: 9781000298048
    Language: English
    Pages: 1 online resource (198 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: The Internet of Things (IoT) has made revolutionary advances in the utility grid as we know it. Among these advances, intelligent medical services are gaining much interest. The use of Artificial Intelligence (AI) is increasing day after day in fighting one of the most significant viruses, COVID-19. The purpose of this book is to present the detailed recent exploration of AI and IoT in the COVID-19 pandemic and similar applications. The integrated AI and IoT paradigm is widely used in most medical applications, as well as in sectors that deal with transacting data every day. This book can be used by computer science undergraduate and postgraduate students; researchers and practitioners; and city administrators, policy makers, and government regulators. It presents a smart and up-to-date model for COVID-19 and similar applications. Novel architectural and medical use cases in the smart city project are the core aspects of this book. The wide variety of topics it presents offers readers multiple perspectives on a variety of disciplines. Prof. Dr. Fadi Al-Turjman received his PhD in computer science from Queen’s University, Kingston, Ontario, Canada, in 2011. He is a full professor and research center director at Near East University, Nicosia, Cyprus.
    Note: Online resource; Title from title page (viewed December 10, 2020) , Mode of access: World Wide Web.
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    Chaos Engineering with Docker (2020)
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: The creator of the Kubernetes Chaos Engineering tool PowerfulSeal and the author of "Chaos Engineering", Mikolaj Pawlikowski, demonstrates how to apply chaos engineering to Docker to test its resilience.
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    Working with time series : Denoising and imputation frameworks to improve data density (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Increasingly, organizations are looking beyond conventional data provided by data aggregators and vendors in their industry. But alternative data, because of the way it’s generated and collected, is typically noisy and often ephemeral. A model’s ability to learn and correctly predict future outcomes is greatly influenced by the underlying data. Clean, complete data can make the difference between deriving correct and incorrect conclusions. Incomplete data can restrict its application to only a small set of techniques. And for alternative data sources, missed data is almost impossible to recover. Anjali Samani (CircleUp) explains two simple frameworks for evaluating a dataset’s candidacy for smoothing and quantitatively determining the optimal imputation strategy and the number of consecutive missing values that can be imputed without material degradation in signal quality. To extract meaningful signals from alternative data, it’s necessary to apply denoising and imputation to generate clean and complete time series. There are numerous ways to smooth a noisy data series and impute missing values, each with relative strengths and weaknesses. Smoothing removes noise from the data and allows patterns and trends to be identified more easily. It can, however, make a series appear less volatile than it is and may mask the very patterns you’re seeking to identify. So you have to know when you should and shouldn’t smooth a series, and if it is smoothed, what type of smoothing you should apply. Similarly, missing observations in time series can be imputed in many ways. These are covered in detail in both academic and practitioner literature. What caused the missing values in the first place and how the data is going to be used in downstream applications can often inform the most appropriate strategy for imputation. However, when there are multiple options to choose from, you have to objectively choose between different strategies and identify how many consecutive missing values can be safely imputed. Prerequisite knowledge A basic understanding of techniques such as simple and exponentially weighted moving averages, median filters, and linear interpolation and metrics such as root mean square error, mean absolute and percent errors, and relative error What you'll learn Gain frameworks for evaluating a dataset’s candidacy for smoothing and quantitatively determining the optimal imputation strategy and the number of consecutive missing values that can be ...
    Note: Online resource; Title from title screen (viewed February 28, 2020) , Mode of access: World Wide Web.
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    Spotlight on Data : How DoorDash Solved the Global Optimality Problem with Gary Ren (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The common algorithmic challenge for the current crop of marketplace companies is efficient matching between two sides of the marketplace. For DoorDash, which focuses on food delivery, this problem is even more difficult because of its three-sided marketplace, where the company must identify the optimal Dasher to fulfill a delivery from a restaurant and bring it to a consumer. At its core, this marketplace logistics problem is a core operations research problem called the vehicle routing problem. But DoorDash faces additional challenges: delivery requests come in in real time; most orders need to be delivered immediately; Dashers are in constant movement; and the effects of variance in restaurant operations and real-world events (traffic, weather, etc.) have pronounced effects on the solutions. Thus, finding global optimality in real time becomes intractable. To address these challenges, DoorDash leverages various AI techniques to intelligently model the decision space and achieve near-optimal solutions in seconds. In this Spotlight on Data , DoorDash’s Gary Ren explains how his team defined the problem of modeling the marketplace and then implemented machine learning techniques to solve the marketplace matching problem. Recorded on December 11, 2019. See the original event page for resources for further learning or watch recordings of other past events . O’Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts’ unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Data , you’ll learn about, discuss, and debate the tools, techniques, questions, and quandaries in the world of data. You’ll discover how successful companies leverage data effectively and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed February 21, 2020) , Mode of access: World Wide Web.
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    The Customer-Driven Culture : A Microsoft Story (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (210 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: If you’re striving to make products and services that your customers will love, then you’ll need a customer-driven organization. As companies transform their businesses to meet the demands of the digital age, they find themselves grappling with uniquely human challenges. Organizational knowledge becomes siloed, employees move to safeguard their expertise, and customer data creates polarization and infighting between teams. All of these challenges widen the distance between the people who make your products and the customers who use them. To meet today’s challenges, companies need to do more than build processes for customer-driven products. They need to create a customer-driven culture . With the help of his friend and mentor Monty Hammontree, Travis Lowdermilk takes readers through the cultural transformation of the Developer Division at Microsoft. This book shows readers how to "hack" their culture and reduce the distance between them and their customers’ needs. It’s a uniquely personal story that’s told amidst a cultural revolution at one of the largest software companies in the world. This story acts as your guide. You’ll learn how to: Establish a Common Language: Help employees change their thinking and actions Build Bridges, Not Walls: Treat product building as a team sport Encourage Learning Versus Knowing: Help your team understand their customers Build Leaders That Build Your Culture: Showcase star employees to inspire others Meet Teams Where They Are: Make it easy for teams to to adopt vital behavior changes Make Data Relatable: Move beyond numbers and focus on empathizing with customers
    Note: Online resource; Title from title page (viewed March 12, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781492058700/?ar
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    The Business Bottleneck (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (85 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Many mainstream companies are striving to adopt the “tech company” business model established over the past two decades by Amazon, Google, and Facebook. Look no further than the way The Home Depot, Allianz, DICK'S Sporting Goods, Ford, and Daimler do business today. These companies are taking the tech company approach by focusing on product development and management. In this report, author Michael Coté ( Monolithic Transformation ) shows business people how to accelerate their company’s digital transformation. Software is at the center of how tech-company businesses operate, how they innovate, and how customers interact with them. But as this report explains, becoming a tech company isn’t primarily a tech issue; it’s become a business problem. That’s where the bottlenecks exist. You’ll examine: The finance bottleneck: How forecasts, plans, and commits often fail in the chaos of business and software development The strategy bottleneck: Why tried-and-true approaches to corporate strategy are a poor fit for digital-driven business The leadership bottleneck: Why leadership, concerned with success and sustainability, is powerless to change how people operate Case studies: How Duke Energy and other businesses have adapted to short software cycles
    Note: Online resource; Title from title page (viewed March 25, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781492077589/?ar
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  • 80
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    Microsoft Azure Sentinel : Planning and implementing Microsoft s cloud-native SIEM solution (2020)
    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (209 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Microsoft Azure Sentinel Plan, deploy, and operate Azure Sentinel, Microsoft’s advanced cloud-based SIEM Microsoft’s cloud-based Azure Sentinel helps you fully leverage advanced AI to automate threat identification and response — without the complexity and scalability challenges of traditional Security Information and Event Management (SIEM) solutions. Now, three of Microsoft’s leading experts review all it can do, and guide you step-by-step through planning, deployment, and daily operations. Leveraging in-the-trenches experience supporting early customers, they cover everything from configuration to data ingestion, rule development to incident management… even proactive threat hunting to disrupt attacks before you’re exploited. Three of Microsoft’s leading security operations experts show how to: • Use Azure Sentinel to respond to today’s fast-evolving cybersecurity environment, and leverage the benefits of its cloud-native architecture • Review threat intelligence essentials: attacker motivations, potential targets, and tactics, techniques, and procedures • Explore Azure Sentinel components, architecture, design considerations, and initial configuration • Ingest alert log data from services and endpoints you need to monitor • Build and validate rules to analyze ingested data and create cases for investigation • Prevent alert fatigue by projecting how many incidents each rule will generate • Help Security Operation Centers (SOCs) seamlessly manage each incident’s lifecycle • Move towards proactive threat hunting: identify sophisticated threat behaviors and disrupt cyber kill chains before you’re exploited • Do more with data: use programmable Jupyter notebooks and their libraries for machine learning, visualization, and data analysis • Use Playbooks to perform Security Orchestration, Automation and Response (SOAR) • Save resources by automating responses to low-level events • Create visualizations to spot trends, identify or clarify relationships, and speed decisions • Integrate with partners and other third-parties, including Fortinet, AWS, and Palo Alto
    Note: Online resource; Title from title page (viewed March 11, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9780136485506/?ar
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  • 81
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    TensorFlow model optimization : Quantization and pruning (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join Raziel Alverez (Google) to learn from TensorFlow performance experts who cover topics including optimization, quantization, benchmarking, and more. What you'll learn Gain a low-level overview of TensorFlow, techniques in optimization, and how and why to use benchmarks
    Note: Online resource; Title from title screen (viewed February 28, 2020) , Mode of access: World Wide Web.
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  • 82
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    TensorFlow Lite : Solution for running ML on-device (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Pete Warden and Nupur Garg (Google) take you through TensorFlow Lite, TensorFlow’s lightweight cross-platform solution for mobile and embedded devices. It enables on-device machine learning inference with low latency, high performance, and a small binary size. It’s the standard solution at Google and the primary inference framework for all on-device use cases. Prerequisite knowledge Familiarity with ML What you'll learn Learn how TensorFlow Lite tools work and how to convert and optimize models for mobile and embedded devices
    Note: Online resource; Title from title screen (viewed February 28, 2020) , Mode of access: World Wide Web.
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    Managing the full TensorFlow training, tracking, and deployment lifecycle with MLflow (sponsored by Databricks) (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: MLflow is an open source platform to manage the machine learning lifecycle, including experiment tracking, reproducible runs, and model packaging. Clemens Mewald (Databricks) offers an overview of the latest component of MLflow, a model registry that provides a collaborative hub where teams can share ML models, work together from experimentation to online testing and production, integrate with approval and governance workflows, and monitor ML deployments and their performance. You’ll learn how to manage the full deployment lifecycle of TensorFlow models, from training to staging, A/B testing, and deployment to TensorFlow Serving. What you'll learn Learn how MLflow supports the full machine learning lifecycle This session is from the 2019 O'Reilly TensorFlow World Conference in Santa Clara, CA and is sponsored by Databricks.
    Note: Online resource; Title from title screen (viewed February 28, 2020) , Mode of access: World Wide Web.
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  • 84
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    Migrating millions of users from voice- and email-based customer support to a chatbot (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: At MakeMyTrip, a large number of customer care agents were dedicated to handling customer support issues over voice and email. Given the popularity of WhatsApp in India, conversational interfaces have become mainstream for the Indian consumer. MakeMyTrip decided to capitalize on this trend and revamped customer support channels using a chatbot named Myra. Myra is adept at handling the languages of the Indian consumer including English, Hindi, and a mix of the two popularly known as Hinglish. Madhu Gopinathan and Sanjay Mohan explain the high-level architecture and the business impact Myra created. Myra handles user input using a natural language understanding framework that solves problems such as intent classification and slot extraction using the latest advances in deep learning. In the intent classification problem, “Please cancel my ticket” should be mapped to a label "full cancellation.” The intent classification model supports over 120 intents and is sophisticated enough to distinguish between fine-grained intents such as full cancellation, partial cancellation, and flight cancellation by airlines. In the slot extraction problem, from, “Please cancel my ticket to New York,” the value, “New York” should be extracted to fill the destination slot. For curating the data required for training deep learning models, MakeMyTrip employed multiple methods, such as manual tagging, creating language models from existing email conversations, progressive refinement of the models, and natural language generation. In this case study, Madhu and Sanjay dive into the insights from developing deep learning models to power Myra, revamping of agent tools, and processes to support Myra and the ensuing business impact. What you'll learn Discover insights from deploying a conversational bot and associated agent systems to improve postsale service Dive into architecture, strategies for data curation to train deep learning models, and the business impact from deploying a chatbot based on these models This session is from the 2019 O'Reilly Strata Conference in New York, NY.
    Note: Online resource; Title from title screen (viewed February 28, 2020) , Mode of access: World Wide Web.
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    O'Reilly Software Architecture Conference 2020 - New York, NY (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 9 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: We’ll make the Keynotes available here as soon as possible after they happen. Video of the sessions and tutorials will be available a few weeks after the end of the conference. O’Reilly Media’s Software Architecture Conference (SACON) New York 2020 was Maggie Carrol’s (MAG Aerospace) compelling examination of the strategies and tactics successful software architects use to develop actionable influence within the power centers of their organizations. It was Sonya Natanzon’s (Guardant Health) practical review of the skills and knowledge required to become a software architect. And it was a series of thought-provoking and inspiring keynote addresses delivered by some of the world’s top software architecture thinkers and practitioners (e.g., IBM Cloud’s CTO Hillery Hunter, ThoughtWorks’ Chief Scientist Martin Fowler, and Lean/Agile pioneer Mary Poppendieck). This video compilation gives you I-was-there access to all of these presentations and to the best of SACON New York 2020’s keynote addresses, long form tutorials (3.5 hrs. each), deep dive sessions (1.5 hours each), and rapid-fire sessions (50 min. each). Highlights include: Complete video recordings of SACON New York’s best sessions delivered by more than 50 of the planets most experienced software architects, senior developers, engineers, CTOs and CIOs—this compilation contains hours of material to review and analyze at your own pace. Fundamentals sessions, including Xebia’s Marco van der Linden and Tom Hofte (Xebia) on writing clear service-level objectives; Morgan Stanley’s James Gough, Matthew Auburn, and Padmavati Sridhar on building, specifying, and testing APIs with microservices; and Mike Amundsen (Amundsen.com, Inc.) on designing and building great APIs. Application Architecture sessions, such as Aikaterini Iliakopoulou’s (The New York Times) deep dive into NYT’s 4-billion emails per year messaging platform; Scott Davis (ThoughtWorks) on why conversational UIs are application architecture’s next big wave; and Wes Chow (Cortico at MIT Media Lab) on how MIT built it’s highly experimental “digital hearth”. Microservices sessions, including Ethan Garofolo’s (Berkadia Commercial Mortgage) review of what microservices actually are (and are not); Mark Richards (Developertoarchitect.com) on determining the feasibility of moving your monolith to microservices: and Megan O'Keefe (Google Cloud) on Istio and building a service mesh from the ground up. Key Skills sessions, such as John Chapin’s (...
    Note: Online resource; Title from title screen (viewed February 25, 2020) , Mode of access: World Wide Web.
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    Machine Vision, GANs, and Deep Reinforcement Learning (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 6 Hours of Video Instruction An intuitive introduction to the latest superhuman capabilities facilitated by Deep Learning. Overview Machine Vision, GANs, Deep Reinforcement Learning LiveLessons is an introduction to three of the most exciting topics in Deep Learning today. Modern machine vision involves automated systems outperforming humans on image recognition, object detection, and image segmentation tasks. Generative Adversarial Networks cast two Deep Learning networks against each other in a “forger-detective” relationship, enabling the fabrication of stunning, photorealistic images with flexible, user-specifiable elements. Deep Reinforcement Learning has produced equally surprising advances, including the bulk of the most widely-publicized “artificial intelligence” breakthroughs. Deep RL involves training an “agent” to become adept in given “environments,” enabling algorithms to meet or surpass human-level performance on a diverse range of complex challenges, including Atari video games, the board game Go, and subtle hand-manipulation tasks. Throughout these lessons, essential theory is brought to life with intuitive explanations and interactive, hands-on Jupyter notebook demos. Examples feature Python and straightforward Keras layers in TensorFlow 2, the most popular Deep Learning library. About the Instructor Jon Krohn is Chief Data Scientist at the machine learning company untapt. He presents a popular series of deep learning tutorials published by Addison-Wesley and is the author of the bestselling book Deep Learning Illustrated . Jon teaches his deep learning curriculum in-classroom at the New York City Data Science Academy, as well as guest lecturing at Columbia University and New York University. He holds a doctorate in neuroscience from Oxford University and has been publishing on machine learning in leading journals since 2010. Skill Level Intermediate Learn How To Understand the high-level theory and key language around machine vision, deep reinforcement learning, and generative adversarial networks Create state-of-the art models for image recognition, object detection, and image segmentation Architect GANs that crea...
    Note: Online resource; Title from title screen (viewed March 3, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Intelligence at the Edge (2020)
    [Erscheinungsort nicht ermittelbar] : SAS Institute | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (288 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Explore powerful SAS analytics and the Internet of Things! The world that we live in is more connected than ever before. The Internet of Things (IoT) consists of mechanical and electronic devices connected to one another and to software through the internet. Businesses can use the IoT to quickly make intelligent decisions based on massive amounts of data gathered in real time from these connected devices. IoT increases productivity, lowers operating costs, and provides insights into how businesses can serve existing markets and expand into new ones. Intelligence at the Edge: Using SAS with the Internet of Things is for anyone who wants to learn more about the rapidly changing field of IoT. Current practitioners explain how to apply SAS software and analytics to derive business value from the Internet of Things. The cornerstone of this endeavor is SAS Event Stream Processing, which enables you to process and analyze continuously flowing events in real time. With step-by-step guidance and real-world scenarios, you will learn how to apply analytics to streaming data. Each chapter explores a different aspect of IoT, including the analytics life cycle, monitoring, deployment, geofencing, machine learning, artificial intelligence, condition-based maintenance, computer vision, and edge devices.
    Note: Online resource; Title from title page (viewed February 28, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    SAP on Azure Implementation Guide (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (242 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Learn how to migrate your SAP data to Azure simply and successfully. Key Features Learn why Azure is suitable for business-critical systems Understand how to migrate your SAP infrastructure to Azure Use Lift & shift migration, Lift & migrate, Lift & migrate to HANA, or Lift & transform to S/4HANA Book Description Cloud technologies have now reached a level where even the most critical business systems can run on them. For most organisations SAP is the key business system. If SAP is unavailable for any reason then potentially your business stops. Because of this, it is understandable that you will be concerned whether such a critical system can run in the public cloud. However, the days when you truly ran your IT system on-premises have long since gone. Most organizations have been getting rid of their own data centres and increasingly moving to co-location facilities. In this context the public cloud is nothing more than an additional virtual data centre connected to your existing network. There are typically two main reasons why you may consider migrating SAP to Azure: You need to replace the infrastructure that is currently running SAP, or you want to migrate SAP to a new database. Depending on your goal SAP offers different migration paths. You can decide either to migrate the current workload to Azure as-is, or to combine it with changing the database and execute both activities as a single step. SAP on Azure Implementation Guide covers the main migration options to lead you through migrating your SAP data to Azure simply and successfully. What you will learn Successfully migrate your SAP infrastructure to Azure Understand the security benefits of Azure See how Azure can scale to meet the most demanding of business needs Ensure your SAP infrastructure maintains high availability Increase business agility through cloud capabilities Leverage cloud-native capabilities to enhance SAP Who this book is for SAP on Azure Implementation Guide is designed to benefit existing SAP architects looking to migrate their SAP infrastructure to Azure. Whether you are an architect implementing the migration or an IT decision maker evaluating the benefits of migration, this book is for you.
    Note: Online resource; Title from title page (viewed February 21, 2020) , Mode of access: World Wide Web.
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    Implementing Service Level Objectives (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (350 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Although service-level objectives (SLOs) continue to grow in importance, there’s a distinct lack of information about how to implement them. Practical advice that does exist usually assumes that your team already has the infrastructure, tooling, and culture in place. In this book, recognized SLO expert Alex Hidalgo explains how to build an SLO culture from the ground up. Ideal as a primer and daily reference for anyone creating both the culture and tooling necessary for SLO-based approaches to reliability, this guide provides detailed analysis of advanced SLO and service-level indicator (SLI) techniques. Armed with mathematical models and statistical knowledge to help you get the most out of an SLO-based approach, you’ll learn how to build systems capable of measuring meaningful SLIs with buy-in across all departments of your organization. Define SLIs that meaningfully measure the reliability of a service from a user’s perspective Choose appropriate SLO targets, including how to perform statistical and probabilistic analysis Use error budgets to help your team make better data-driven decisions Build supportive tooling and resources required for an SLO-based approach Use SLO data to present meaningful reports to leadership and your users
    Note: Online resource; Title from title page (viewed September 25, 2020) , Mode of access: World Wide Web.
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    IBM Spectrum LSF Suite : Installation Best Practices Guide (2020)
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (68 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This IBM® Redpaper publication describes IBM Spectrum® LSF® Suite best practices installation topics, application checks for workload management, and high availability configurations by using theoretical knowledge and hands-on exercises. These findings are documented by way of sample scenarios. This publication addresses topics for sellers, IT architects, IT specialists, and anyone who wants to implement and manage a high-performing workload management solution with LSF. Moreover, this guide provides documentation to transfer how-to-skills to the technical teams, and solution guidance to the sales team. This publication compliments documentation that is available at IBM Knowledge Center, and aligns with educational materials that are provided by IBM Systems.
    Note: Online resource; Title from title page (viewed March 3, 2020) , Mode of access: World Wide Web.
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    IBM DS8000 and Transparent Cloud Tiering (2020)
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (118 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This IBM® Redbooks® publication gives a broad understanding of storage clouds and the initial functionality that was introduced for mainframes to have Transparent Cloud Tiering. IBM DFSMS and the IBM DS8000 added functionality to provide elements of serverless data movement, and for IBM z/OS® to communicate with a storage cloud. The function is known as Transparent Cloud Tiering and is composed of the following key elements: A gateway in the DS8000, which allows the movement of data to and from Object Storage by using a network connection, with the option to encrypt data in the Cloud. DFSMShsm enhancements to support Migrate and Recall functions to and from the Object Storage. Other commands were enhanced to monitor and report on the new functionality. DFSMShsm uses the Web Enablement toolkit for z/OS to create and access the metadata for specific clouds, containers, and objects. DFSMSdss enhancements to provide some basic backup and restore functions to and from the cloud. The IBM TS7700 can also be set up to act as if it were cloud storage from the DS8000 perspective. This IBM Redbooks publication is divided into the following parts: Part 1 provides you with an introduction to clouds. Part 2 shows you how we set up the Transparent Cloud Tiering in a controlled laboratory and how the new functions work. We provide points to consider to help you set up your storage cloud and integrate it into your operational environment. Part 3 shows you how we used the new functionality to communicate with the cloud and to send data and retrieve data from it..
    Note: Online resource; Title from title page (viewed March 5, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9780738458526/?ar
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    How Women Can Improve Their Venture Pitch Outcomes (2020)
    [Erscheinungsort nicht ermittelbar] : MIT Sloan Management Review | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (5 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: A large-scale study in Europe of funding decisions finds that VCs evaluate male and female entrepreneurs by different standards. Savvy entrepreneurs can anticipate potentially biased responses to their pitches and plan accordingly. Certain tactics keep audiences engaged and confident of the idea’s potential, positioning the petitioner to succeed.
    Note: Online resource; Title from title page (viewed January 8, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/53863MIT61317/?ar
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    Fighting crime with graph learning (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Organized crime inflicts human suffering on a massive scale: the Mexican drug cartels have murdered 150,000 people since 2006; upward of 700,000 people per year are “exported” in a human-trafficking industry enslaving an estimated 40 million people. These nefarious industries rely on sophisticated money-laundering schemes to operate. Despite tremendous resources dedicated to anti-money laundering (AML), only a tiny fraction of illicit activity is prevented. The research community can help. Mark Weber (MIT-IBM Watson AI Lab) explores how to map the structural and behavioral dynamics driving the technical challenge, and he reviews AML methods both current and emergent. You’ll get a first look at scalable graph convolutional neural networks for forensic analysis of financial data, which is massive, dense, and dynamic. Mark outlines preliminary experimental results using a large synthetic graph (1M nodes, 9M edges) generated by a data simulator called AMLSim, and he considers opportunities for high performance efficiency, in terms of computation and memory, and shares results from a simple graph compression experiment, all of which supports the working hypothesis that graph deep learning for AML bears great promise in the fight against criminal financial activity. Prerequisite knowledge A basic understanding of data science and graph structures Experience with finance (useful but not required) What you'll learn See why graph deep learning is a powerful tool for finance and other applications This session is from the 2019 O'Reilly Artificial Intelligence Conference in San Jose, CA.
    Note: Online resource; Title from title screen (viewed February 28, 2020) , Mode of access: World Wide Web.
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    Fast data with the KISSS stack (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Streaming analytics (or fast data processing) is becoming an increasingly popular subject in enterprise organizations. Customers want real-time experiences, such as notifications and advice based on their online behavior and other users’ actions. A typical streaming analytics solution follows a “pipes and filters” pattern that consists of three main steps: detecting patterns on raw event data (complex event processing), evaluating outcomes with the aid of business rules and machine learning algorithms, and deciding on the next action. At the core of this architecture is the execution of predictive models that operate on enormous amounts of never-ending data streams. Bas Geerdink (Aizonic) presents an architecture for streaming analytics solutions that covers many use cases that follow this pattern: actionable insights, fraud detection, log parsing, traffic analysis, factory data, the IoT, and others. He explores a few architecture challenges that arise when dealing with streaming data, such as latency issues, event time versus server time, and exactly once processing. The solution is open source and available on GitHub: build on the KISSS stack. Prerequisite knowledge A basic understanding of big data and fast data applications and application and solution architecture Experience with a reference architecture What you'll learn Learn to set up a streaming analytics (fast data) solution, basic concepts in this field, and the KISSS stack This session is from the 2019 O'Reilly Strata Conference in New York, NY.
    Note: Online resource; Title from title screen (viewed February 28, 2020) , Mode of access: World Wide Web.
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    Fast and lean data science with TPUs (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Google’s TPUs revolutionize the way data scientists work. Weeklong training times are a thing of the past, and many models can be trained in minutes in a notebook. Agility and fast iterations bring neural networks into regular software development cycles and many developers ramp up on machine learning. Martin Gorner explores TPUs, then dives deep into the microarchitecture secrets behind them. You’ll learn how to use them in your day-to-day projects to iterate faster. In fact, Martin not only demos the model—he trains the models on stage in real time on TPUs. Prerequisite knowledge Familiarity with TensorFlow and neural networks What you'll learn Learn what TPUs are for and how to use them, the library of reference TPU-optimized models, and RetinaNet on TPU for object detection
    Note: Online resource; Title from title screen (viewed February 28, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 96
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    Online Resource
    Working with TensorFlow Lite on Android with C++ (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: There are many cases where developers on mobile write lower-level C++ code for their Android applications using the Android NDK, OpenCV and other technologies. Joe Bowser (Adobe) explores how to use TF Lite’s C++ API on Android with existing code so the code can interact directly with TF Lite without having to make a round trip through Java Native Interface (JNI) and the Android subsystem, allowing for cleaner, more portable code so that can even be used in iOS or other platforms. You’ll also discover common pitfalls when working with TFLite as a C++ library, using TFLite with OpenCV and/or Halide on Android, as well as some techniques to do integration testing to allow your tests to work in a CI/CD environment. Prerequisite knowledge Experience with mobile development What you'll learn Discover with the pros and cons of various approaches to using TensorFlow Lite in a production environment and whether using Java or C++ is the best choice for you project
    Note: Online resource; Title from title screen (viewed February 28, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 97
    Online Resource
    Online Resource
    Generative malware outbreak detection (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Recently, several deep learning approaches have attempted to detect malware binaries using convolutional neural networks and stacked deep autoencoders. Although they’ve shown respectable performance on a large corpus of datasets, practical defense systems require precise detection during the malware outbreaks where only a handful of samples are available. Sean Park (Trend Micro) demonstrates the effectiveness of the latent representations obtained through the adversarial autoencoder for malware outbreak detection. Using instruction sequence distribution mapped to a semantic latent vector, the model provides a highly effective neural signature that helps detecting variants of a previously identified malware within a campaign mutated with minor functional upgrade, function shuffling, or slightly modified obfuscations. Sean explains the effectiveness of generative adversarial autoencoders for static malware detection under outbreak situations where a single sample of a kind is available to detect similar in-the-wild samples. The model performance is evaluated over real-world macOS and Windows malware samples against traditional machine learning models. Prerequisite knowledge A basic understanding of TensorFlow and malware What you'll learn Discover the flexibility TensorFlow offers critical tools for cybersecurity against real-life malware threats Understand how deep neural networks can generate next-generation neural signatures effective against dynamically morphing malware Learn how neural signature changes the paradigm of cybersecurity
    Note: Online resource; Title from title screen (viewed February 28, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 98
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    Online Resource
    Gender Diversity at the Board Level Can Mean Innovation Success (2020)
    [Erscheinungsort nicht ermittelbar] : MIT Sloan Management Review | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (10 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Recruiting women directors can create positive feedback loops that pave the way for future diversity, and strengthen a board’s role in supporting long-term innovation and creativity.
    Note: Online resource; Title from title page (viewed January 22, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/53863MIT61318/?ar
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  • 99
    Online Resource
    Online Resource
    Fighting the Gravity of Average Performance (2020)
    [Erscheinungsort nicht ermittelbar] : MIT Sloan Management Review | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (9 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: New research shows that market leadership is increasingly temporary. Just 17% of companies are able to significantly outperform their industry average for five years. The ones that do continually find new sources of competitive advantage by reinventing their businesses and adapting to evolving market conditions. Their example offers lessons for leadership teams trying to fight the relentless pull to the mean.
    Note: Online resource; Title from title page (viewed January 9, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/53863MIT61305/?ar
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    MPI Ethno. Forsch.
  • 100
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    Online Resource
    The Future of Work in Developing Economies (2020)
    [Erscheinungsort nicht ermittelbar] : MIT Sloan Management Review | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (5 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Countries facing the greatest risk from automation are those that have labor economies in which many jobs involve manual or routine tasks that can be easily automated. Analyzing occupations in terms of their component parts provides a much richer way of looking at jobs than estimating the effects of automation more broadly.
    Note: Online resource; Title from title page (viewed January 2, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/53863MIT61311/?ar
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