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  • 1
    Online Resource
    Online Resource
    Beginning Ethereum Smart Contracts Programming : With Examples in Python, Solidity, and JavaScript (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484250860
    Language: English
    Pages: 1 online resource (300 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Use this book to write an Ethereum Blockchain Smart Contract, test it, deploy it, and create a web application to interact with your smart contract. Beginning Ethereum Smart Contracts Programming is your fastest and most efficient means of getting started if you are unsure where to begin and how to connect to the Ethereum Blockchain. The book begins with a foundational discussion of blockchain and the motivation behind it. From there, you will get up close and personal with the Ethereum Blockchain, learning how to use an Ethereum client (geth) to connect to the Ethereum Blockchain to perform transactions such as sending Ethers to another account. You will learn about smart contracts without having to wade through tons of documentation. Author Lee’s “learn-by-doing” approach will allow you to be productive and feel confident in your ability in no time. The last part of this book covers tokens, a topic that has taken the cryptocurrency market by storm. Sample code in Python, Solidity, and JavaScript is provided in the book and online. What You'll Learn Understand the basic premise of blockchain and “record keeping” in a peer-to-peer network Experience blockchain in action by creating your own blockchain using Python Know the foundation of smart contracts programming and how to deploy and test smart contracts Work on a case study to illustrate the use of blockchain Be familiar with tokens, and how to create and launch your own ICO digital token Write smart contracts that transact using tokens Who This Book Is For Those who want to get started quickly with Ethereum Smart Contracts programming. Basic programming knowledge and an understanding of Python or JavaScript is recommended.
    Note: Online resource; Title from title page (viewed September 6, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 2
    Online Resource
    Online Resource
    The Complete Self-Driving Car Course - Applied Deep Learning (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838829414
    Language: English
    Pages: 1 online resource (1 video file, approximately 17 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use deep learning, Computer Vision, and machine learning techniques to build an autonomous car with Python About This Video The transition from a beginner to deep learning expert Learn through demonstrations as your instructor completes each task with you No experience required In Detail Self-driving cars have emerged to be one of the most transformative technologies. Fueled by deep learning algorithms, they are rapidly developing and creating new opportunities in the mobility sector. Deep learning jobs command some of the highest salaries in the development world. This is the first and one of the only courses that make practical use of deep learning and applies it to building a self-driving car. You’ll learn and master deep learning in this fun and exciting course with top instructor Rayan Slim. Having trained thousands of students, Rayan is a highly rated and experienced instructor who follows a learning-by-doing approach. By the end of the course, you will have built a fully functional self-driving car powered entirely by deep learning. This powerful simulation will impress even the most senior developers and ensure you have hands-on skills in neural networks that you can bring to any project or company. This course will show you how to do the following: Use Computer Vision techniques via OpenCV to identify lane lines for a self-driving car Train a perceptron-based neural network to classify between binary classes Train convolutional neural networks to identify various traffic signs Train deep neural networks to fit complex datasets Master Keras, a power neural network library written in Python Build and train a fully functional self-driving car Downloading the example code for this course: You can download the example code files for this course on GitHub at the following link: https://github.com/PacktPublishing/The-Complete-Self-Driving-Car-Course---Applied-Deep-Learning . If you require support please email: customercarepackt.com
    Note: Online resource; Title from title screen (viewed April 4, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    Deep Learning with TensorFlow 2 and Keras - Second Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (646 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Build machine and deep learning systems with the newly released TensorFlow 2 and Keras for the lab, production, and mobile devices Key Features Introduces and then uses TensorFlow 2 and Keras right from the start Teaches key machine and deep learning techniques Understand the fundamentals of deep learning and machine learning through clear explanations and extensive code samples Book Description Deep Learning with TensorFlow 2 and Keras, Second Edition teaches neural networks and deep learning techniques alongside TensorFlow (TF) and Keras. You'll learn how to write deep learning applications in the most powerful, popular, and scalable machine learning stack available. TensorFlow is the machine learning library of choice for professional applications, while Keras offers a simple and powerful Python API for accessing TensorFlow. TensorFlow 2 provides full Keras integration, making advanced machine learning easier and more convenient than ever before. This book also introduces neural networks with TensorFlow, runs through the main applications (regression, ConvNets (CNNs), GANs, RNNs, NLP), covers two working example apps, and then dives into TF in production, TF mobile, and using TensorFlow with AutoML. What you will learn Build machine learning and deep learning systems with TensorFlow 2 and the Keras API Use Regression analysis, the most popular approach to machine learning Understand ConvNets (convolutional neural networks) and how they are essential for deep learning systems such as image classifiers Use GANs (generative adversarial networks) to create new data that fits with existing patterns Discover RNNs (recurrent neural networks) that can process sequences of input intelligently, using one part of a sequence to correctly interpret another Apply deep learning to natural human language and interpret natural language texts to produce an appropriate response Train your models on the cloud and put TF to work in real environments Explore how Google tools can automate simple ML workflows without the need for complex modeling Who this book is for This book is for Python developers and data scientists who want to build machine learning and deep learning systems with TensorFlow. Whether or not you have done machine learning before, this book gives you the theory and practice required to use Keras, TensorFlow 2, and AutoML to build machine learning systems.
    Note: Online resource; Title from title page (viewed December 27, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    Creating Digital Offerings Customers Will Buy (2019)
    [Erscheinungsort nicht ermittelbar] : MIT Sloan Management Review | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (8 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: How can companies decide which new digital offerings to pursue? Successful digital offerings are created at the intersection of what technologies can deliver and what customers want and will pay for. That point of intersection, however, has proved to be elusive. To find it, companies must experiment repeatedly, cocreate with customers, and assemble cross-functional development teams — and the insights gleaned along the way must be shared internally.
    Note: Online resource; Title from title page (viewed August 26, 2019) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/53863MIT61103/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Ditch the Act : Reveal the Surprising Power of the Real You for Greater Success (Audio Book) (2019)
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    Details
    ISBN: 9781260454390
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: Use your failure, mistakes, and vulnerabilities to fund success—the proven guide to building a powerful personal brand through the fearless admission of just being human. The authors explain why vulnerability is important and how it cultivates more durable connections than any polished persona can.
    Note: Online resource; Title from title screen (viewed December 29, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
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  • 6
    Online Resource
    Online Resource
    AI Adoption in the Enterprise (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (29 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: While O’Reilly has identified several trends among enterprise companies for adopting artificial intelligence, we decided to drill down further to learn just how businesses worldwide are planning and prioritizing this work. In a recent survey, we asked respondents about revenue-bearing AI projects their organizations have in production. How might their AI adoption patterns change over the course of the next year? In this report, data science experts Ben Lorica and Paco Nathan examine the survey’s results to reveal how (and how many) respondents are ramping up AI projects. You’ll also learn how the scope of AI use among companies is quickly expanding into deep learning, human in the loop, knowledge graphs, and reinforcement learning. You’ll learn: How far companies have increased their budgets to accommodate AI—particularly those further along in the process Why nearly half of the respondents cite lack of data and skilled people as factors that slow down AI adoption How companies use AI for R&D projects, customer service, and IT How many companies are exploring deep learning, knowledge graphs, and reinforcement learning Which tools these organizations have chosen for their AI projects
    Note: Online resource; Title from title page (viewed February 6, 2019) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781492051800/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 7
    Online Resource
    Online Resource
    Hands-On Infrastructure Monitoring with Prometheus (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (442 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Build Prometheus ecosystems with metric-centric visualization, alerting, and querying Key Features Integrate Prometheus with Alertmanager and Grafana for building a complete monitoring system Explore PromQL, Prometheus' functional query language, with easy-to-follow examples Learn how to deploy Prometheus components using Kubernetes and traditional instances Book Description Prometheus is an open source monitoring system. It provides a modern time series database, a robust query language, several metric visualization possibilities, and a reliable alerting solution for traditional and cloud-native infrastructure. This book covers the fundamental concepts of monitoring and explores Prometheus architecture, its data model, and how metric aggregation works. Multiple test environments are included to help explore different configuration scenarios, such as the use of various exporters and integrations. You'll delve into PromQL, supported by several examples, and then apply that knowledge to alerting and recording rules, as well as how to test them. After that, alert routing with Alertmanager and creating visualizations with Grafana is thoroughly covered. In addition, this book covers several service discovery mechanisms and even provides an example of how to create your own. Finally, you'll learn about Prometheus federation, cross-sharding aggregation, and also long-term storage with the help of Thanos. By the end of this book, you'll be able to implement and scale Prometheus as a full monitoring system on-premises, in cloud environments, in standalone instances, or using container orchestration with Kubernetes. What you will learn Grasp monitoring fundamentals and implement them using Prometheus Discover how to extract metrics from common infrastructure services Find out how to take full advantage of PromQL Design a highly available, resilient, and scalable Prometheus stack Explore the power of Kubernetes Prometheus Operator Understand concepts such as federation and cross-shard aggregation Unlock seamless global views and long-term retention in cloud-native apps with Thanos Who this book is for If you're a software developer, cloud administrator, site reliability engineer, DevOps enthusiast or system admin looking to set up a fail-safe monitoring and alerting system for sustaining infrastructure security and performance, this book is for you. Basic networking and infrastructure monitoring knowledge will help you understand the concepts covered in ...
    Note: Online resource; Title from title page (viewed May 31, 2019) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781789612349/?ar
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    Online Resource
    MPI Ethno. Forsch.
  • 8
    Online Resource
    Online Resource
    Wellbeing in Interiors (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000705232
    Language: English
    Pages: 1 online resource (192 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This 4-colour practical guide explores how the design of interior spaces impacts wellbeing. In the built environment, this topic is generally overlooked, even though it is one of the most important topics in sustainable building. This book will enable project teams to understand how specific decisions about sustainable design and materials can be implemented on a day to day basis. Each Part ends by placing each issue into context, exploring how it is a part of sustainable design and includes practical examples. This books raises awareness of the impact interior environments have on wellbeing, and provide details and guidance on how to immediately apply the knowledge in this book to short and long term projects. It also quantifies the impacts in financial and other value terms, making this book immediately useful in a designer's day-to-day work.
    Note: Online resource; Title from title page (viewed August 28, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 9
    Online Resource
    Online Resource
    (ISC)2 CCSP Certified Cloud Security Professional Official Study Guide, 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    Details
    ISBN: 9781119603375
    Language: English
    Pages: 1 online resource (384 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: The only official study guide for the new CCSP exam (ISC)2 CCSP Certified Cloud Security Professional Official Study Guide is your ultimate resource for the CCSP exam. As the only official study guide reviewed and endorsed by (ISC)2, this guide helps you prepare faster and smarter with the Sybex study tools that include pre-test assessments that show you what you know, and areas you need further review. Objective maps, exercises, and chapter review questions help you gauge your progress along the way, and the Sybex interactive online learning environment includes access to a PDF glossary, hundreds of flashcards, and two complete practice exams. Covering all CCSP domains, this book walks you through Architectural Concepts and Design Requirements, Cloud Data Security, Cloud Platform and Infrastructure Security, Cloud Application Security, Operations, and Legal and Compliance with real-world scenarios to help you apply your skills along the way. The CCSP is the latest credential from (ISC)2 and the Cloud Security Alliance, designed to show employers that you have what it takes to keep their organization safe in the cloud. Learn the skills you need to be confident on exam day and beyond. Review 100% of all CCSP exam objectives Practice applying essential concepts and skills Access the industry-leading online study tool set Test your knowledge with bonus practice exams and more As organizations become increasingly reliant on cloud-based IT, the threat to data security looms larger. Employers are seeking qualified professionals with a proven cloud security skillset, and the CCSP credential brings your resume to the top of the pile. (ISC)2 CCSP Certified Cloud Security Professional Official Study Guide gives you the tools and information you need to earn that certification, and apply your skills in a real-world setting.
    Note: Online resource; Title from title page (viewed December 24, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 10
    Online Resource
    Online Resource
    macOS Catalina For Dummies (2019)
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    Details
    ISBN: 9781119607885
    Language: English
    Pages: 1 online resource (528 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Get a handle on macOS Catalina It doesn't matter if you're doing your computing on an old reliable Macbook or a brand-new Mac desktop, both rely on macOS to help you get things done. It helps to have an equally reliable guidebook to steer you through the tasks and steps that make macOS run efficiently. This fun and friendly guide provides the direction you need to easily navigate the classic and brand new features in macOS Catalina. Longtime expert Bob "Dr. Mac" LeVitus shares his years of experience to help you better understand Catalina and make it a timesaving tool in your life. Take a tour of the macOS Catalina interface Get organized and save time with macOS applications Find pro tips on speeding up your Mac Back up your data macOS Catalina For Dummies is perfect for new and inexperienced macOS users looking to grasp the fundamentals of the operating system.
    Note: Online resource; Title from title page (viewed November 12, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 11
    Online Resource
    Online Resource
    Guide to JCT Design and Build Contract 2016 (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000701456
    Language: English
    Pages: 1 online resource (176 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Guide to JCT Design and Build Contract 2016 , the new edition of the author's ever popular Guide to DB11, is a practical guide to the operation and administration of the JCT Design & Build Building Contract suite 2016. All of the contract's provisions, procedures and conditions are organised and explained by subject, clearly distinguishing the different obligations due to various parties and the contractual issues arising during the course of a job - all backed up by the latest legislation and case law. Not only is this an indispensable reference for the hard-pressed practitioner, but, assuming no prior knowledge of JCT contracts or the law, it is also ideal for architecture and other construction students on the threshold of undertaking their professional exams.
    Note: Online resource; Title from title page (viewed August 8, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 12
    Online Resource
    Online Resource
    Learn Windows PowerShell in a Month of Lunches, Third Edition, Video Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: "Superb...full of real-world examples, this book is an IT specialist's best friend." Olivier Deveault, Voxco Group Learn Windows PowerShell in a Month of Lunches, Third Edition is an innovative tutorial designed for busy IT professionals. This updated edition covers PowerShell features that run on Windows 7, Windows Server 2008 R2 and later, PowerShell v3 and later, and includes v5 features like PowerShellGet. PowerShell is both a scripting language and an administrative shell that lets you control and automate nearly every aspect of Windows. It accepts and executes commands interactively and you can write scripts to manage most Windows servers like Exchange, IIS, and SharePoint, as well as online services like Azure and Office 365. Learn Windows PowerShell in a Month of Lunches, Third Edition is an innovative tutorial designed for busy IT professionals. Just set aside one hour a day - lunchtime would be perfect - for a month, and you'll be automating Windows tasks faster than you ever thought possible. This updated edition covers PowerShell features that run on Windows 7, Windows Server 2008 R2 and later, PowerShell v3 and later, and includes v5 features like PowerShellGet. Inside: Learn PowerShell from the beginning, no experience required! Covers PowerShell v3 and up, Windows 7, and Windows Server 2008 R2 and later Each lesson takes you an hour or less Experience with Windows administration is helpful. No programming or scripting experience needed. Veteran PowerShell MVPs Don Jones and Jeffery Hicks bring years as successful trainers to this concise, easy-to-follow book/course. Your key to learning Windows PowerShell. Noreen Dertinger, Dertinger Informatics A must-have...both novice and expert will benefit from this book. Tiklu Ganguly, Mazik Global Learn PowerShell fundamentals from the experts. James Berkenbile, Berkenbile Consulting NARRATED BY LOU FERNANDEZ
    Note: Online resource; Title from title screen (viewed February 27, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 13
    Online Resource
    Online Resource
    商战数据挖掘：你需要了解的数据科学与分析思维 (2019)
    [Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari
    Details
    ISBN: 9787115522337
    Language: English , Chinese
    Pages: 1 online resource (302 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: 在现代社会中，数据即商业，它是提升生产力、促进创新和获取用户洞见的基础，数据思维和分析方法可谓是新时代的商战孙子兵法，只有善用数据者才能在这个数据驱动的环境中获得竞争优势。本书通过大量真实的商业问题案例，介绍数据科学的基本原理和各种数据挖掘技术，阐释如何从数据中提取出有用信息，进而用数据科学方法解决商业问题，做出精准的决策。
    Note: Online resource; Title from title page (viewed December 1, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 14
    Online Resource
    Online Resource
    Rethinking Productivity in Software Engineering (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484242216
    Language: English
    Pages: 1 online resource (310 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Get the most out of this foundational reference and improve the productivity of your software teams. This open access book collects the wisdom of the 2017 "Dagstuhl" seminar on productivity in software engineering, a meeting of community leaders, who came together with the goal of rethinking traditional definitions and measures of productivity. The results of their work, Rethinking Productivity in Software Engineering , includes chapters covering definitions and core concepts related to productivity, guidelines for measuring productivity in specific contexts, best practices and pitfalls, and theories and open questions on productivity. You'll benefit from the many short chapters, each offering a focused discussion on one aspect of productivity in software engineering. Readers in many fields and industries will benefit from their collected work. Developers wanting to improve their personal productivity, will learn effective strategies for overcoming common issues that interfere with progress. Organizations thinking about building internal programs for measuring productivity of programmers and teams will learn best practices from industry and researchers in measuring productivity. And researchers can leverage the conceptual frameworks and rich body of literature in the book to effectively pursue new research directions. What You'll Learn Review the definitions and dimensions of software productivity See how time management is having the opposite of the intended effect Develop valuable dashboards Understand the impact of sensors on productivity Avoid software development waste Work with human-centered methods to measure productivity Look at the intersection of neuroscience and productivity Manage interruptions and context-switching Who Book Is For Industry developers and those responsible for seminar-style courses that include a segment on software developer productivity. Chapters are written for a generalist audience, without excessive use of technical terminology.
    Note: Online resource; Title from title page (viewed May 7, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 15
    Online Resource
    Online Resource
    Women in Audio (2019)
    [Erscheinungsort nicht ermittelbar] : Focal Press | Boston, MA : Safari
    Details
    ISBN: 9780429850240
    Language: English
    Pages: 1 online resource (316 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Women in Audio features almost 100 profiles and stories of audio engineers who are women and have achieved success throughout the history of the trade. Beginning with a historical view, the book covers the achievements of women in various audio professions and then focuses on organizations that support and train women and girls in the industry. What follows are eight chapters divided by discipline, highlighting accomplished women in various audio fields: radio; sound for film and television; music recording and electronic music; hardware and software design; acoustics; live sound and sound for theater; education; audio for games, virtual reality, augmented reality, and mixed reality, as well as immersive sound. Women in Audio is a valuable resource for professionals, educators, and students looking to gain insight into the careers of trailblazing women in audio-related fields and represents required reading for those looking to add diversity to their music technology programs.
    Note: Online resource; Title from title page (viewed December 6, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 16
    Online Resource
    Online Resource
    How Algorithms Can Diversify the Startup Pool (2019)
    [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: Biases related to gender and other demographic factors creep into decisions about which projects to fund with venture capital. Data-driven approaches can help tease out those biases and limit their impact. Algorithmic methods identify potential instances of discrimination and increase transparency, making it easier to find and fix problems. Aversion to algorithms can be tempered by letting decision makers retain some subjective control over the data-driven process.
    Note: Online resource; Title from title page (viewed August 21, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 17
    Online Resource
    Online Resource
    Power & Impact (2019)
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    Details
    ISBN: 9781469076546
    Language: English
    Pages: 1 online resource (7119 pages)
    Edition: 1st edition
    DDC: 303.3
    Keywords: Business ; Audiobooks ; businesses (business enterprises) ; BUSINESS & ECONOMICS ; General ; Business ; Downloadable audio books ; Affaires ; Audiobooks ; Livres audio
    Abstract: Gaining power can help you influence others and bring about change. But the misuse of power, especially as a leader, can lead to mistrust, corruption, and abusive behavior. How do you strike the right balance to have the greatest positive impact? This book explains how wielding power affects your emotions and decision making and helps you avoid the traps that lead to negative consequences. With the latest psychological research and practical advice from leading experts, you'll learn how to use soft power to persuade others, fix unhealthy power dynamics in your team, use compassion to connect better with others, and remain ethical in your choices and actions. How to be human at work. HBR's Emotional Intelligence series features smart, essential commentary on the human side of professional life from the pages of Harvard Business Review. Each book in the series offers proven research showing how our emotions impact our work lives, practical advice for managing difficult people and situations, and inspiring essays on what it means to tend to our emotional well-being at work. Uplifting and practical, these books describe the social skills that are critical for ambitious professionals to master.
    Note: Online resource; Title from title page (viewed November 12, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 18
    Online Resource
    Online Resource
    Python Machine Learning By Example - Second Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781789616729
    Language: English
    Pages: 1 online resource (382 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Grasp machine learning concepts, techniques, and algorithms with the help of real-world examples using Python libraries such as TensorFlow and scikit-learn Key Features Exploit the power of Python to explore the world of data mining and data analytics Discover machine learning algorithms to solve complex challenges faced by data scientists today Use Python libraries such as TensorFlow and Keras to create smart cognitive actions for your projects Book Description The surge in interest in machine learning (ML) is due to the fact that it revolutionizes automation by learning patterns in data and using them to make predictions and decisions. If you're interested in ML, this book will serve as your entry point to ML. Python Machine Learning By Example begins with an introduction to important ML concepts and implementations using Python libraries. Each chapter of the book walks you through an industry adopted application. You'll implement ML techniques in areas such as exploratory data analysis, feature engineering, and natural language processing (NLP) in a clear and easy-to-follow way. With the help of this extended and updated edition, you'll understand how to tackle data-driven problems and implement your solutions with the powerful yet simple Python language and popular Python packages and tools such as TensorFlow, scikit-learn, gensim, and Keras. To aid your understanding of popular ML algorithms, the book covers interesting and easy-to-follow examples such as news topic modeling and classification, spam email detection, stock price forecasting, and more. By the end of the book, you'll have put together a broad picture of the ML ecosystem and will be well-versed with the best practices of applying ML techniques to make the most out of new opportunities. What you will learn Understand the important concepts in machine learning and data science Use Python to explore the world of data mining and analytics Scale up model training using varied data complexities with Apache Spark Delve deep into text and NLP using Python libraries such NLTK and gensim Select and build an ML model and evaluate and optimize its performance Implement ML algorithms from scratch in Python, TensorFlow, and scikit-learn Who this book is for If you're a machine learning aspirant, data analyst, or data engineer highly passionate about machine learning and want to begin working on ML assignments, this book is for you. Prior knowledge of Python coding is assumed and basic fami...
    Note: Online resource; Title from title page (viewed February 28, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    URL: https://learning.oreilly.com/library/view/-/9781789616729/?ar
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    How to Say Anything to Anyone (2019)
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    Details
    ISBN: 9781469099019
    Language: English
    Pages: 1 online resource (19809 pages)
    Edition: 1st edition
    DDC: 302/.1
    Keywords: Business ; Audiobooks ; Business ; Affaires
    Abstract: Take charge of your career by eliminating communication barriers and taking charge of your business relationships. Make your work environment less tense and more productive by improving communication skills. Set relationship expectations, work with people how they like to work, and give positive feedback and constructive feedback. In How to Say Anything to Anyone, you'll learn how to ask for what you want at work; improve communication skills; strengthen all types of working relationships; reduce the gossip and drama in your office; tell people when you're frustrated and have difficult conversations in a way that resonates; take action on your ideas and feelings; and get honest positive feedback and constructive feedback on your performance. Harley shares the real-life stories of people who have struggled to get what they want at work. With her clear and specific business communication roadmap in hand, Harley enables you to improve communication skills and create the career and business relationships you really want-and keep them.
    Note: Online resource; Title from title page (viewed July 30, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 20
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    How Charts Lie (2019)
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    Details
    ISBN: 9781469075501
    Language: English
    Pages: 1 online resource (18722 pages)
    Edition: 1st edition
    DDC: 302.2/26
    Keywords: Business ; Audiobooks ; businesses (business enterprises) ; Business ; Affaires
    Abstract: We've all heard that a picture is worth a thousand words, but what if we don't understand what we're looking at? Social media has made charts, infographics, and diagrams ubiquitous-and easier to share than ever. We associate charts with science and reason; the flashy visuals are both appealing and persuasive. Pie charts, maps, bar and line graphs, and scatter plots (to name a few) can better inform us, revealing patterns and trends hidden behind the numbers we encounter in our lives. In short, good charts make us smarter-if we know how to read them. However, they can also lead us astray. Charts lie in a variety of ways-displaying incomplete or inaccurate data, suggesting misleading patterns, and concealing uncertainty-or are frequently misunderstood, such as the confusing cone of uncertainty maps shown on TV every hurricane season. To make matters worse, many of us are ill-equipped to interpret the visuals that politicians, journalists, advertisers, and even our employers present each day, enabling bad actors to easily manipulate them to promote their own agendas. In How Charts Lie, data visualization expert Alberto Cairo teaches us to not only spot the lies in deceptive visuals, but also to take advantage of good ones to understand complex stories.
    Note: Online resource; Title from title page (viewed October 15, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 21
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    Online Resource
    Empty Labor (2019)
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    Details
    ISBN: 9781469074726
    Language: English
    Pages: 1 online resource (28923 pages)
    Edition: 1st edition
    DDC: 306.3613
    Keywords: Business ; Audiobooks ; Business ; Affaires
    Abstract: While most people work ever-longer hours, international statistics suggest that the average time spent on non-work activities per employee is around two hours a day. How is this possible, and what are the reasons behind employees withdrawing from work? In this thought-provoking book, Roland Paulsen examines organizational misbehavior, specifically the phenomenon of "empty labor," defined as the time during which employees engage in private activities during the working day. This study explores a variety of explanations, from under-employment to workplace resistance. Building on a rich selection of interview material and extensive empirical research, it uses both qualitative and quantitative data to present a concrete analysis of the different ways empty labor unfolds in the modern workplace. This book offers new perspectives on subjectivity, rationality, and work simulation and will be of particular interest to academic researchers and graduate students in organizational sociology, organization studies, and human resource management.
    Note: Online resource; Title from title page (viewed December 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 22
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    Hands-On Functional Test Automation : With Visual Studio 2017 and Selenium (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484244111
    Language: English
    Pages: 1 online resource (261 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Get started with functional testing of both web apps and Windows apps using different test frameworks. This book will take you on a deep dive into integrating functional automation testing with deployment pipelines. Hands-On Functional Test Automation contains step-by-step lessons that will give you an understanding of how to do functional test automation using Selenium with C# and Python. Also, you will learn how to enhance your test automation development with third-party frameworks. You will configure test clients, run functional tests through Azure DevOps release management, and carry out performance and load-testing to gain a good understanding of how to do cloud-based load testing. Each lesson comprises an introduction to the related concepts to help you understand how things work. This will broaden your knowledge so you can implement test automation in the correct way. At the end of each lesson alternative options and other enhancement possibilities are discussed to allow you to do further exploration. You will: · Implement functional test automation of Windows and web applications · Use Visual Studio for load and performance testing · Configure and run cloud-based load testing · Integrate testing with deployment pipelines
    Note: Online resource; Title from title page (viewed May 2, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 23
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    Managing PeopleSoft on the Oracle Cloud : Best Practices with PeopleSoft Cloud Manager (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484245460
    Language: English
    Pages: 1 online resource (300 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Transition from hosting your PeopleSoft applications in a traditional, on-premises data center to hosting those same applications in the Oracle Cloud infrastructure. This functional and technical book helps you install and support PeopleSoft Cloud Manager and makes the case for moving applications to the Oracle Cloud technology stack. You will learn about the use and cost of PeopleSoft instances in the cloud and how to configure your PeopleSoft environments to take advantage of the Oracle Cloud platform. Managing PeopleSoft on the Oracle Cloud is a resource for the functional analyst or IT manager tasked with moving PeopleSoft to the Oracle Cloud, as well as for the PeopleSoft system administrator or developer tasked with keeping a PeopleSoft installation running smoothly. Multiple cloud use cases illustrate PeopleSoft system configuration best practices, spell out specific requirements for running PeopleSoft Cloud Manager on the Oracle Cloud, and outline tips and tricks for running PeopleSoft instances in the cloud. What You'll Learn Install and configure PeopleSoft Cloud Manager Subscribe to maintenance releases and updates Create new topologies and build new environment templates Instantiate and manage PeopleSoft instances using Cloud Manager Transition PeopleSoft from on site to in the cloud Who This Book Is For Technical PeopleSoft administrators looking for best practices, tips, and tricks for moving PeopleSoft to the Oracle Cloud, as well as for IT managers building a case for such a move. The book is an excellent choice for both functional and technical teams who are just starting out on their PeopleSoft cloud journey.
    Note: Online resource; Title from title page (viewed October 26, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 24
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    Online Resource
    The Power of Mandate : How Visionary Leaders Keep Their Organization Focused on What Matters Most (Audio Book) (2019)
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    Details
    ISBN: 9781260454420
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: The book that reveals how today’s most successful leaders turn vision into reality—featuring original interviews and profiles with Jeff Bezos, Bill Gates, Mark Zuckerberg, Steve Jobs, Reed Hastings, Brian Chesky, Mike Lawrie and Mark Pincus.
    Note: Online resource; Title from title screen (viewed June 24, 2019) , Mode of access: World Wide Web.
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  • 25
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    The Big Stretch : 90 Days to Expand Your Dreams, Crush Your Goals, and Create Your Own Success (Audio Book) (2019)
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    Details
    ISBN: 9781260456820
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: The Big Stretch delivers a four-tiered self-evaluation and empowerment program for jump starting a new business, new career, or new idea—and maintaining high levels of success long-term. From concept to reality in just 90 days—The Big Stretch is a proven program anyone can use to make their personal and professional dreams come true.
    Note: Online resource; Title from title screen (viewed November 12, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 26
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    The Talent Manifesto : How Disrupting People Strategies Maximizes Business Results (Audio Book) (2019)
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    Details
    ISBN: 9781260142563
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: The Talent Manifesto identifies common dysfunctions in the world of talent management and presents innovative methods for bringing any HR department up to speed in today’s increasingly digitized and innovative business space. Readers learn how to redesign their HR strategies and reshape perception of talent management in order to drive their organization’s ability to compete—now and in the future.
    Note: Online resource; Title from title screen (viewed February 12, 2019) , Mode of access: World Wide Web.
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  • 27
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    The New Extraordinary Leader, 3rd Edition : Turning Good Managers into Great Leaders, 3rd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (336 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: The classic for managers seeking to hone their leadership skills into a C-Suite position Updated with copious new research conducted over the past ten years, this landmark work provides everything you need to transform yourself from an effective manager to an extraordinary leader. In addition to the time-proven methods and approaches that has made The New Extraordinary Leader one of the most popular leadership books around, this third edition includes •Updated insights on how to demystify leadership •More data on how extraordinary leadership directly benefits employee engagement, customer satisfaction, retention, innovation, and profitability •A brand-new, simplified definition of leadership strengths •Critical research on the importance of developing leadership teams •Three all new chapters that cover: Leadership competencies and how they interplay with each other, The role of cross training in leadership development, and The leader’s role in his or her own development
    Note: Online resource; Title from title page (viewed November 15, 2019) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781260455618/?ar
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  • 28
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    PowerShell and Python Together : Targeting Digital Investigations (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484245040
    Language: English
    Pages: 1 online resource (223 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Bring together the Python programming language and Microsoft’s PowerShell to address digital investigations and create state-of-the-art solutions for administrators, IT personnel, cyber response teams, and forensic investigators. You will learn how to join PowerShell's robust set of commands and access to the internals of both the MS Windows desktop and enterprise devices and Python's rich scripting environment allowing for the rapid development of new tools for investigation, automation, and deep analysis. PowerShell and Python Together takes a practical approach that provides an entry point and level playing field for a wide range of individuals, small companies, researchers, academics, students, and hobbyists to participate. What You’ll Learn Leverage the internals of PowerShell for: digital investigation, incident response, and forensics Leverage Python to exploit already existing PowerShell CmdLets and aliases to build new automation and analysis capabilities Create combined PowerShell and Python applications that provide: rapid response capabilities to cybersecurity events, assistance in the precipitous collection of critical evidence (from the desktop and enterprise), and the ability to analyze, reason about, and respond to events and evidence collected across the enterprise Who This Book Is For System administrators, IT personnel, incident response teams, forensic investigators, professors teaching in undergraduate and graduate programs in cybersecurity, students in cybersecurity and computer science programs, and software developers and engineers developing new cybersecurity defenses
    Note: Online resource; Title from title page (viewed March 30, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 29
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    You Can't Afford to Please Everyone (2019)
    [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: While giving customers what they want — and as rapidly as possible — may be a worthy goal for service organizations, Amy R. Ward at the University of Chicago’s Booth School of Business notes that businesses can’t always afford to do this. Her research uses probability to understand how best to align resources with customer demand and improve operational efficiency on a day-to-day basis.
    Note: Online resource; Title from title page (viewed September 5, 2019) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/53863MIT61116/?ar
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  • 30
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    The Power of Positive Coaching : The Mindset and Habits to Inspire Winning Results and Relationships (Audio Book) (2019)
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    Details
    ISBN: 9781260142747
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: To unleash the power of positive coaching, excellent leaders start with themselves - their own mindset, performance, assumptions, awareness, relationships, and learning. The Power of Positive Coaching addresses these aspects of self-leadership with compelling research, examples, and simple tools.
    Note: Online resource; Title from title screen (viewed January 5, 2019) , Mode of access: World Wide Web.
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  • 31
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    The Knowledge Work Factory : Turning the Productivity Paradox into Value for Your Business (Audio Book) (2019)
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    Details
    ISBN: 9781260122176
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: The groundbreaking guide to boosting efficiency and revenue in any white-collar setting—without investing in new technology. The Knowledge Work Factory provides a proven, easy-to-implement program for eliminating the Productivity Paradox—the decline in productivity that almost inevitably comes with increased investment in technology.
    Note: Online resource; Title from title screen (viewed January 8, 2019) , Mode of access: World Wide Web.
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  • 32
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    React Material-UI Cookbook (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (534 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Develop modern-day applications by implementing Material Design principles in React using Material-UI Key Features Use React components to build intuitive UI elements Explore a variety of styles and themes in the Material-UI framework using React components Learn practical React recipes and best practices for building modern web applications Book Description Material-UI is a component library for rendering UI elements, using modern best practices from React and Material Design. This book will show you how you can create impressive and captivating modern-day web apps by implementing Material Design considerations. The book is designed to help you use a variety of Material-UI components to enhance UI functionality, along with guiding you through React best practices, and using state, context, and other new React 16.8 features. You will start with layout and navigation, exploring the Grid component and understanding how it’s used to build layouts for your Material-UI apps. Using Material-UI components, you’ll then explore the technique of effectively presenting information. In later sections, you will also learn about the different components for user interactions such as the text input component and buttons. Finally, the book will get you up to speed with customizing the look and feel of your app, right from creating a Material-UI theme through to styling icons and text. By the end of this book, you will have developed the skills you need to improve the look and feel of your applications using Material-UI components. What you will learn Build the overall structure and navigation for your Material-UI app Present simple and complex information in a variety of ways Develop interactive and intuitive controls Group content into sections using tabs and expansion panels Create a general page layout with Material-UI grids Use lists for complex data, and cards for detailed information Who this book is for This book is for React developers who want to implement Material Design principles in their applications. You will also find this book helpful if you are a developer who wants to build a UI using React components without having to build your own UX framework.
    Note: Online resource; Title from title page (viewed March 30, 2019) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781789615227/?ar
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  • 33
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    Pro Oracle Database 18c Administration : Manage and Safeguard Your Organization’s Data (2019)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484244241
    Language: English
    Pages: 1 online resource (1009 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Database administration isn’t about passing a certified exam, or about pointing and clicking your way through a crisis. Database administration is about applying the right solution at the right time, avoiding risk, and making robust choices that get you home each night in time for dinner with your family. This book will help elevate you to the level of Professional Oracle Database Administrator. This book provides information and techniques for keeping an Oracle database stable and running on-premise, and is fully updated to cover Oracle Database 18c. New in this edition is coverage of cloud administration in the Oracle Public Cloud, automation of tasks using the autonomous database features, and data movement with multi-tenant databases. The book covers everything from architecture of the database engine, securing objects and users, strategies for performing maintenance tasks and resolving performance problems, through to backup and recovery. Pro Oracle Database 18c Administration takes a modern approach to database administration. Emphasis is given to automation, which is of growing importance as more databases are being moved into various cloud solutions and database administrators are being required to manage more instances than ever. Focus is given to multi-tenant container architecture and pluggable databases, and the book takes a refreshing, results-oriented approach that helps you get the job done. What You'll Learn Understand the differences between managing on-premise and cloud deployments Take advantage of new features in 18c while also managing older releases Manage more databases than ever by automating your environment Apply the latest techniques around pluggable databases and containerization Safeguard your data through good security and backup/recovery practices Troubleshoot common problems Who This Book Is For Database architects and administrators who want to level-up to the latest techniques around containerization, automation, and cloud deployment. The book also is appropriate for Oracle professionals desiring to present themselves as being competitive and up-to-date with the latest in the field.
    Note: Online resource; Title from title page (viewed March 29, 2019) , Mode of access: World Wide Web.
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    Make Your Moment : The Savvy Woman’s Communication Playbook for Getting the Success You Want (Audio Book) (2019)
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    Details
    ISBN: 9781260455489
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks
    Abstract: Award-winning ABC news anchor Dion Lim gives women the inside track on communications strategies that make or break careers
    Note: Online resource; Title from title screen (viewed October 18, 2019) , Mode of access: World Wide Web.
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  • 35
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    Machine Learning and Data Monetization (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Robert Welborn
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 36
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    Literate Statistical Programming is not Just About Reproducibility (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by John Peach, Sr Data Scientist at Amazon Alexa Science is facing a crisis around reproducibility and data science is not immune. Literate Statistical Programming is a workflow that binds the code used in an analysis to the interpretation of the results. While this creates reproducibility it also addresses issues around, auditing, re-usability and allows for rapid iteration and experimentation. This talk will describe a workflow that I have successfully used on small-scale data-sets in start-ups and on Amazon-scale problems in my work on Alexa. The talk will cover the tooling, workflow, and the philosophy you need to master Literate Statistical Programming.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 37
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    Search Engine in Startups : What to Optimize (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Liang Wu, Machine Learning Data Scientist at Airbnb Choosing the correct optimization metric is key to success of a search engine. Unlike in traditional web searches, where clicks are clearly the main objective to optimize, many emerging vertical search engines like E-Commerce search may require a different optimization metric, such as conversions, revenue, and quality. Selection of a good metric may depend on the query type (transactional vs. navigational vs. informational) and also on the goal of a business (profitability vs. growth). For example, a typical product search engine may focus on maximizing the number of transactions and total revenue, while navigational search may aim at minimizing the total number of clicks. In this talk, we will investigate factors needed to be considered when we are in search for a good metric, and we will also walk through an example of designing an optimization metric for a particular business, including how it is selected, mathematically defined, and optimized with a machine learning framework.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    Product(ive) Data Science (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Julie Hollek, Sr Data Scientist at Twitter Data scientists are the people behind the scenes, helping others deliver better, smarter results in their daily work. This is especially true for product data scientists who must hone their craft to determine what things are working for a given product, where do we want to take it next, and how can we make product decisions aligned with company is trying to build? Cross-functional communications are critical to success in this role; you need to be able to craft a message that is born out of math to make compelling arguments that are digestible by stakeholders across the business. In this session, we’ll define Product Data Science and discuss contributing factors to success.
    Note: Online resource; Title from title screen (viewed February 21, 2019) , Mode of access: World Wide Web.
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  • 39
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    Just Ask : Designing intent driven algos (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Anna Schneider, Data Science Manager at Stitch Fix Classic recommender systems are great for answering the question “what does a user want in general?”. However, they only get you partway to an answer to “what does a user want right now?”. To close the gap, it helps to capture and act on real-time user intent. I’ll share two examples of this paradigm, and the resulting changes to our algorithms and architectures at Stitch Fix.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    How to Automate Pricing with Machine Learning : Challenges and Learnings Jennifer Est (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Jennifer Esteche, Machine Learning Research Engineer at Tryolabs Determining prices for retail products manually is an extremely time-consuming process and leads to neither cost-effective nor consistent pricing. In this talk, we will introduce you to the tremendous potential of machine learning for automated pricing. We will share our learnings from building a machine learning system able to determine prices based on product metadata and images, implemented by a large online consignment marketplace. As a result, the company prices more than half of the products in their catalog automatically. You will learn what kind of data is valuable for an automated pricing system, what machine learning models can be used, some major challenges in building an intelligent pricing system and how to overcome them. Further, we will explore opportunities on how retailers can use machine learning for optimizing their prices for revenue.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 41
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    Online Resource
    How I Learned to Stop Worrying and Love Graph Databases (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 20 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Michael Zelenetz – Analytics Project Leader at New York-Presbyterian Hospital Healthcare data is highly connected but often lives in silos. Graph databases are promising emerging technologies for working with highly connected data. This talk will introduce data scientists to Neo4j—the leading graph database—and will discuss a proof of concept implementation at New York Presbyterian and will demonstrate some of the network analyses we were able to do as a result. This talk will be developer/data scientist focused and will include code snippets. We will introduce the graph data model and loading data into the database. We will discuss the pros and cons of graph databases. We will finish off with some practical examples from out proof of concept including community detection algorithms, using centrality to find providers who may be spreading infections, and examining physician referral patterns. Participants will leave being able to describe a graph database. They should be able to identify situations that may benefit from implementing a graph database. Finally, they should be able to create a simple graph model.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 42
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    Online Resource
    Fraud Prevention from the Ground up (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Jason Dolatshahi – Director of Data Science at Stash Stash is the digital platform for saving & investing that promises financial inclusion for all. When we launched our checking account at the end of last year, we already had millions of customers, but we were about to make first contact with a formidable new foe: bank fraud. As a data science team, how do you develop and deploy a model when the dimensions of the problem are brand new and changing quickly? How do you ensure your stakeholders have the information they need to manage the liability risk to the business? How do you keep the user experience delightful while keeping out bad actors? Come find out!
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 43
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    Online Resource
    Data Science That Works, Building Impactful Products for Media Clients (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Lauren Lombardo - Senior Data Scientist at Nielsen Products underpinned by traditional statistical methods, big data, and artificial intelligence increasingly provide new and unique insight into the rapidly growing media landscape. How can you make sure that your product will have the impact that you expect it to? What factors do you need to consider when developing a product to ensure that the tool is understood by the market and used appropriately? To what extent is this the concern of a data scientist? This talk will discuss how these questions apply to those hoping to deliver data-oriented insight to the media and entertainment industry.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 44
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    Online Resource
    Data and AI for Emerging Platforms (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Kabir Seth - VP Machine Learning & AI Strategy, Wall Street Journal & Alex Siegman - AI Technical Program Manager, Dow Jones Walking through the steps necessary to appropriately leverage AI in a large organization, including tips and tricks for identifying business opportunities that lend themselves to AI, as well as best practices for each step of the AI project management process, all while navigating complex organizational structures.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 45
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    Online Resource
    Challenges in Machine Learning from Model Building to Deployment at Scale (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Anupama Joshi Companies are moving towards AI/Machine learning very fast. Data scientist are building models and training models. But challenges come when deploying models in production. How to maintain multiple models? Creating a common platform that allows model management and deployment easily and reliably is becoming a necessity for organizations to accelerate product development. In this talk, I will talk about the challenges faced and the solutions used to make this process easy.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 46
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    Content Similarity (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 20 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Sylvia Tran, Data Scientist at Gracenote User preferences and content similarity are both key to recommendation systems. While content similarity has been widely explored and utilized by many companies in the media & entertainment industries, it still remains relevant as the amount of data and metadata available continues to grow and change. This talk discusses some of the challenges of content similarity and explores a few different attribute groups (aside from genre and cast) by which content similarity can be measured. Traditional attributes, like genre and cast alone, may not be as additive as they once were. More specifically, movies like Ted (starring Mark Wahlberg) and Shaun of the Dead do not neatly fit into a single genre. This talk also demonstrates how certain tried and true similarity metrics still yield meaningful and reasonably interpretable results for media & entertainment.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 47
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    Online Resource
    Windows Server Administration Fundamentals (2019)
    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    Details
    ISBN: 9781119650652
    Language: English
    Pages: 1 online resource (400 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Did you know, 91% of hiring managers consider certification as part of their hiring requirements? IT Professionals who are new to the industry need a strong foundational understanding of the fundamentals before moving on towards more challenging technology certifications. This book covers everything you need to know about understanding how to manage windows servers and storage along with monitoring and troubleshooting servers as well. Written to the Windows Server Administration Fundamentals MTA Certification, it is a recommended entry point into IT certification. This book covers the basics of Windows Server Administration. Each chapter closes with a quiz to make sure you can practice exam questions and test your knowledge begore moving to the next section. We start by discussing what a server is and does by providing an in-depth overview including installation of Windows Server 2016. There are sections dedicated to the following: Preforming configurations and managing your Windows Server, by configuring your IP address settings and managing devices and device drivers. Managing your storage, by identifying storage technologies, understanding disk structure, and using disk management tools. Monitoring and troubleshooting servers, by managing information technology, and understanding performance, backups and preforming server repair. Overview of popular Windows network services and applications, like understanding remote access, server virtualization, and introducing remote administration. IT Professionals looking to understand more about Windows Server Administration will gain he knowledge to effectively install and manage a Windows Server including basic troubleshooting. Thanks to some troubleshooting tools and tops it will be easier to apply the skills in real world situations and feel confident when taking the certification.
    Note: Online resource; Title from title page (viewed November 19, 2019) , Mode of access: World Wide Web.
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    A Product Development Approach to Improving Data Quality (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Dalela Bharati – Product Owner, Data & Analytics at Booking.com Poor data quality (DQ) is crippling to any data scientist. Especially organisation wide complex DQ challenges for fundamental datasets that can take months to fix. This talk/ session outlines the product development approach we adopted to solving a DQ challenge at Booking.com
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 49
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    What worked for Netflix may not work for you : Expedia's story (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Every org migrating from enterprise data centers to the cloud must discover its own path. Depending on org culture, history, tech diversity, and business model, you will need a mixed bag of techniques, an aptitude for growth mindset, and steadfastness to deal with boundary-less problems. Subbu Allamaraju shares the story of Expedia's strategic migration to the cloud at a massive scale.
    Note: Online resource; Title from title screen (viewed July 29, 2019) , Mode of access: World Wide Web.
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  • 50
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    Working with Legacy Systems (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838982560
    Language: English
    Pages: 1 online resource (152 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Understand the crux of legacy systems—their architecture, analysis, and security constraints Key Features Understand what legacy systems are and strategies for their maintenance Explore basic and advanced architectures of legacy systems Discover how to analyze and secure legacy systems Book Description The IT industry is constantly evolving with the introduction of new technologies. While it is important to keep up with advancements, maintaining legacy systems is equally necessary to ensure that the infrastructure of your organization functions to the best of its ability. Sound knowledge of techniques that can be used for maintaining legacy systems can help you avoid common pitfalls. The book begins with a quick overview of what a real legacy system looks like, how it works, and common issues that may be faced when trying to maintaining it. You'll then explore the architecture of a legacy system in detail and understand each of its components. As you progress, you'll discover a variety of techniques for analyzing a legacy system and how to apply them. Once you get to grips with the security constraints associated with legacy systems, you'll explore ways to secure them. Finally, you'll be able to easily make changes in legacy systems to enhance their performance. By the end of this book, you'll have developed the skills and confidence to work with legacy systems and efficiently maintain them. What you will learn Perform static and dynamic analyses of legacy systems Implement best practices to secure your legacy systems Use techniques such as data cleansing and process cleansing to stabilize your system Apply structural changes in your legacy system to make it highly available Identify and resolve common issues with legacy systems Understand a variety of tests that can help you secure and maintain legacy systems Who this book is for If you're new to working with legacy systems and want to understand how they work and how to maintain them, this book is for you.
    Note: Online resource; Title from title page (viewed June 3, 2019) , Mode of access: World Wide Web.
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    Understanding Cisco Networking Technologies, Volume 1 (2019)
    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    Details
    ISBN: 9781119659020
    Language: English
    Pages: 1 online resource (400 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Leading Cisco authority Todd Lammle helps you gain insights into the new core Cisco network technologies Understanding Cisco Networking Technologies is an important resource for those preparing for the new Cisco Certified Network Associate (CCNA) certification exam as well as IT professionals looking to understand Cisco’s latest networking products, services, and technologies. Written by bestselling author and internationally recognized Cisco expert Todd Lammle, this in-depth guide provides the fundamental knowledge required to implement and administer a broad range of modern networking and IT infrastructure. Cisco is the worldwide leader in network technologies—80% of the routers on the Internet are Cisco. This authoritative book provides you with a solid foundation in Cisco networking, enabling you to apply your technical knowledge to real-world tasks. Clear and accurate chapters cover topics including routers, switches, controllers and other network components, physical interface and cabling, IPv6 addressing, discovery protocols, wireless infrastructure, security features and encryption protocols, controller-based and software-defined architectures, and more. After reading this essential guide, you will understand: Network fundamentals Network access IP connectivity and IP services Security fundamentals Automation and programmability Understanding Cisco Networking Technologies is a must-read for anyone preparing for the new CCNA certification or looking to gain a primary understanding of key Cisco networking technologies.
    Note: Online resource; Title from title page (viewed December 24, 2019) , Mode of access: World Wide Web.
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    The Fast Close Toolkit (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119554493
    Language: English
    Pages: 1 online resource (432 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This publication focuses on the critical methods that can be used to dramatically improve the fiscal closing process. The Record to Report (R2R) or Fiscal Closing Process is at the core of the controllership function. The process includes transaction processing, internal and external reporting, and the internal controls—the people, processes, and technology—that constitute the corporate organizational hierarchy. CFOs, controllers, and corporate finance departments require timely, accurate, and consistent data to make appropriate operational and strategic decisions and fulfill statutory, regulatory, and compliance requirements with accurate and timely data. The Fast Close Toolkit offers both strategic and tactical suggestions that can significantly improve the fiscal closing process and provides guidance on new legislation requirements, systems and best practice processes. Checklists, templates, process narratives, and sample policies are provided for every component of the fiscal close. Investors and shareholders expect fast and easy access to the data created by current business activities in the information-driven digital age. The Fast Close Toolkit provides the necessary tools and expert advice to improve the fiscal closing process. Authoritative and up to date, this book: Identifies the bottlenecks that can impact the and improvethe fiscal close process and provides best practices to help alleviate these challenges Defines the Record to Report (R2R) and recommends the roles and responsibilities for fiscal close processes flow Offers the internal controls to use for the end-to-end fiscal close process Describes approaches for risk management, R2R, and fiscal close benchmarking Identifies KPIs for all aspects of the R2R process Provides the mechanism for developing a financial close scorecard Recommends leading practices for both external and internal reporting Provides guidance on how strategic planning, the budget and forecast processes can be streamlined to enhance the fiscal close and internal reporting results Written by a respected expert on internal controls and the fiscal closing process, The Fast Close Toolkit is a valuable source of information for professionals involved in controllership and have responsibility for the fiscal close.
    Note: Online resource; Title from title page (viewed December 24, 2019) , Mode of access: World Wide Web.
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    The Design Companion for Planning and Placemaking (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000701487
    Language: English
    Pages: 1 online resource (192 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This book is an essential primer to help those involved in planning secure higher standards of building, open space and neighbourhood design and the delivery of better places. The UK Government’s policy for design in the planning system is contained in the National Planning Policy Framework (NPPF), with expanded guidance being provided in the Planning Practice Guidance (PPG). This book expands on these and provides up to date explanations, examples, top tips and practical advice to help the reader understand and apply national design policies and guidance. The book is structured in an easy to use fashion, with general principles and concepts described in Part 1, and Part 2 explaining how these can be applied to particular development types, such as housing, public space or tall buildings.
    Note: Online resource; Title from title page (viewed August 14, 2019) , Mode of access: World Wide Web.
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    The BIM Management Handbook (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000705010
    Language: English
    Pages: 1 online resource (160 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: An authoritative and practical road map for those implementing and managing BIM workflows. With the 2016 deadline for BIM level 2 fast approaching and the growing realisation of the huge benefits BIM brings these skills are becoming industry essentials. Concentrating on the how rather than the why this will help you to adapt by clearly, and without jargon, explaining standard BIM processes, Government standards and the effective coordination of design, construction and asset information. Spanning both organisational strategy and day-to-day practical tasks it explores bottom line business reasoning as well as potential risks and challenges. This is the go-to guide for BIM Coordinators and Managers, architectural principals, design team leaders and architectural technicians ensuring you are ‘BIM ready’ in 2016. It will also be invaluable for Part 3 students getting to grips with BIM strategy and implementation.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    Town Planning (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000701739
    Language: English
    Pages: 1 online resource (160 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The RIBA Plan of Work 2013 Guide: Design Management is part of a brand new series providing must-read practical guidance to running efficient and successful projects using the new RIBA Plan of Work 2013. Each guide takes a core project task – in this case those associated with planning - and explains the essential activities and considerations required at each stage of the new Plan of Work. Easy to use and navigate and in a small and handy format these guides will provide the ultimate quick reference support at your desk or on site. The author provides concise and pragmatic advice rooted in real world experience – a ‘how to’ that will resonate with practitioners. In-text features such as ‘hints and tips’, ‘checklists’, ‘forms and templates’ and ‘signposts’ to trusted resources will provide user-friendly support. Boxed examples will highlight best practice and illuminate common problems and solutions borne of hard won experience.
    Note: Online resource; Title from title page (viewed June 27, 2019) , Mode of access: World Wide Web.
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    Starting a Practice, 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000704990
    Language: English
    Pages: 1 online resource (160 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The second edition of the popular Starting a Practice: A Plan of Work is a fully revised and updated guide to planning, setting up and running your architectural practice. Mapped to the RIBA Plan of Work 2013, it approaches starting a business as if it were a design project complete with briefing, sketch layouts and delivery. Comprehensive, accessible and easy to use, Starting a Practice provides essential guidance on the many issues involved in establishing a successful business, including preparing a business plan, choosing the right company structure, seeking advice, monitoring finances, getting noticed and securing work; and much more. The book is full of practical advice gained from the author’s 30 years in practice but is aimed at starting up now, in the second decade of the 21st century, with its particular challenges and opportunities. It is invaluable reading for Part 3 students, young practitioners and those considering starting up on their own or wanting to consolidate an existing business.
    Note: Online resource; Title from title page (viewed July 26, 2019) , Mode of access: World Wide Web.
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  • 57
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    Social Housing (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000701432
    Language: English
    Pages: 1 online resource (176 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This is a growing sector undergoing a huge period of change - with local authorities able to build their own housing for the first time in decades. Social Housing: Definitions and Design Exemplars explores how social/affordable housing has been delivered and designed with success throughout the UK in the last 10 years. Weaving together exemplar case studies, essays and interviews with social housing pioneers and clients, this book demonstrates real-life best practice responses to the challenges associated with housing provision, with a focus on design ideas.
    Note: Online resource; Title from title page (viewed July 26, 2019) , Mode of access: World Wide Web.
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    Testing Business Ideas (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119551447
    Language: English
    Pages: 1 online resource (368 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als Bland, David J., 1976 - Testing business ideas
    DDC: 658.4/034
    RVK:
    QP 230
    Keywords: Strategisches Management ; Geschäftsmodell ; Produktentwicklung ; Electronic books ; local ; Geschäftsidee ; Produkttest
    Abstract: A practical guide to effective business model testing 7 out of 10 new products fail to deliver on expectations. Testing Business Ideas aims to reverse that statistic. In the tradition of Alex Osterwalder’s global bestseller Business Model Generation , this practical guide contains a library of hands-on techniques for rapidly testing new business ideas. Testing Business Ideas explains how systematically testing business ideas dramatically reduces the risk and increases the likelihood of success for any new venture or business project. It builds on the internationally popular Business Model Canvas and Value Proposition Canvas by integrating Assumptions Mapping and other powerful lean startup-style experiments. Testing Business Ideas uses an engaging 4-color format to: Increase the success of any venture and decrease the risk of wasting time, money, and resources on bad ideas Close the knowledge gap between strategy and experimentation/validation Identify and test your key business assumptions with the Business Model Canvas and Value Proposition Canvas A definitive field guide to business model testing, this book features practical tips for making major decisions that are not based on intuition and guesses. Testing Business Ideas shows leaders how to encourage an experimentation mindset within their organization and make experimentation a continuous, repeatable process.
    Note: Online resource; Title from title page (viewed November 12, 2019) , Mode of access: World Wide Web.
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    Targeting Zero (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000702354
    Language: English
    Pages: 1 online resource (128 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Embodied and Whole Life Carbon will change the way buildings are designed, yet carbon emissions associated with the construction and life of buildings are not yet wholly understood by the profession. Energy is assumed to be the province of services engineers, yet energy from materials is as big an issue. Architects have the opportunity to take the lead in redefining how buildings are designed to achieve a low carbon future.
    Note: Online resource; Title from title page (viewed June 27, 2019) , Mode of access: World Wide Web.
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    Revit 2020 for Architecture, 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    Details
    ISBN: 9781119560081
    Language: English
    Pages: 1 online resource (848 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: The updated 2020 edition of the popular step-by-step tutorial for Revit Architecture Shortly after its first publication , Autodesk Revit for Architecture: No Experience Required quickly became the market-leading, real-world guide for learning and building with Revit—the powerful and sophisticated Building Information Modeling (BIM) software used by professionals the world over. Fully updated for Revit 2020, this popular, user-friendly book helps you learn the Revit interface, understand the fundamental concepts and features of the software, and design, document, and present a 3D BIM project. A continuous, step-by-step tutorial guides you through every phase of the project: from placing walls, doors, windows, structural elements, dimensions, and text, to generating documentation, advanced detailing, site grading, construction scheduling, material takeoffs, and much more. Updated and revised to include new content, this invaluable guide covers all the fundamental skills every Revit user needs. Whether used as a complete, start-to-finish lesson or as a quick-reference for unfamiliar tasks, this book will help you: Learn each phase of designing, documenting, and presenting a four-story office building using a simple yet engaging continuous tutorial Follow the tutorial sequentially or jump to any chapter by downloading the project files from the Sybex website Use the start-to-finish tutorial project as a reference for your own real-world projects and to develop a powerful Revit skillset Gain thorough knowledge of Revit’s essential concepts and features to make the move from 2D drafting to 3D building information modeling Get up to speed with advanced features, including new coverage of advanced walls, families, sites, topography, and more Autodesk Revit 2020 for Architecture No Experience Required is the go-to guide for both professionals and students seeking to learn Revit's essential functions quickly and effectively, to understand real workplace projects, processes, and workflows, and to set the stage for continuing on to more advanced skills.
    Note: Online resource; Title from title page (viewed December 5, 2019) , Mode of access: World Wide Web.
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    SQL for Data Analytics (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781789807356
    Language: English
    Pages: 1 online resource (386 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Take your first steps to become a fully qualified data analyst by learning how to explore large relational datasets Key Features Explore a variety of statistical techniques to analyze your data Integrate your SQL pipelines with other analytics technologies Perform advanced analytics such as geospatial and text analysis Book Description Understanding and finding patterns in data has become one of the most important ways to improve business decisions. If you know the basics of SQL, but don't know how to use it to gain the most effective business insights from data, this book is for you. SQL for Data Analytics helps you build the skills to move beyond basic SQL and instead learn to spot patterns and explain the logic hidden in data. You'll discover how to explore and understand data by identifying trends and unlocking deeper insights. You'll also gain experience working with different types of data in SQL, including time-series, geospatial, and text data. Finally, you'll learn how to increase your productivity with the help of profiling and automation. By the end of this book, you'll be able to use SQL in everyday business scenarios efficiently and look at data with the critical eye of an analytics professional. What you will learn Perform advanced statistical calculations using the WINDOW function Use SQL queries and subqueries to prepare data for analysis Import and export data using a text file and psql Apply special SQL clauses and functions to generate descriptive statistics Analyze special data types in SQL, including geospatial data and time data Optimize queries to improve their performance for faster results Debug queries that won't run Use SQL to summarize and identify patterns in data Who this book is for If you're a database engineer looking to transition into analytics, or a backend engineer who wants to develop a deeper understanding of production data, you will find this book useful. This book is also ideal for data scientists or business analysts who want to improve their data analytics skills using SQL. Knowledge of basic SQL and database concepts will aid in understanding the concepts covered in this book.
    Note: Online resource; Title from title page (viewed August 23, 2019) , Mode of access: World Wide Web.
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    Practical Machine Learning with R (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838550134
    Language: English
    Pages: 1 online resource (416 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Understand how machine learning works and get hands-on experience of using R to build algorithms that can solve various real-world problems Key Features Gain a comprehensive overview of different machine learning techniques Explore various methods for selecting a particular algorithm Implement a machine learning project from problem definition through to the final model Book Description With huge amounts of data being generated every moment, businesses need applications that apply complex mathematical calculations to data repeatedly and at speed. With machine learning techniques and R, you can easily develop these kinds of applications in an efficient way. Practical Machine Learning with R begins by helping you grasp the basics of machine learning methods, while also highlighting how and why they work. You will understand how to get these algorithms to work in practice, rather than focusing on mathematical derivations. As you progress from one chapter to another, you will gain hands-on experience of building a machine learning solution in R. Next, using R packages such as rpart, random forest, and multiple imputation by chained equations (MICE), you will learn to implement algorithms including neural net classifier, decision trees, and linear and non-linear regression. As you progress through the book, you'll delve into various machine learning techniques for both supervised and unsupervised learning approaches. In addition to this, you'll gain insights into partitioning the datasets and mechanisms to evaluate the results from each model and be able to compare them. By the end of this book, you will have gained expertise in solving your business problems, starting by forming a good problem statement, selecting the most appropriate model to solve your problem, and then ensuring that you do not overtrain it. What you will learn Define a problem that can be solved by training a machine learning model Obtain, verify and clean data before transforming it into the correct format for use Perform exploratory analysis and extract features from data Build models for neural net, linear and non-linear regression, classification, and clustering Evaluate the performance of a model with the right metrics Implement a classification problem using the neural net package Employ a decision tree using the random forest library Who this book is for If you are a data analyst, data scientist, or a business analyst who wants to understand the process of machine learni...
    Note: Online resource; Title from title page (viewed August 30, 2019) , Mode of access: World Wide Web.
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    Powerful Leadership Through Coaching (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119529026
    Language: English
    Pages: 1 online resource (288 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: On-going coaching and development that can be a “game changer” for all employees! All great coaches know how to ask good open-ended questions and how to give effective feedback. They keep a balanced and honest perspective that separates the person from the problem or issue; coaching to leverage their unique strengths and helping them improve weaknesses with a mindset focused on continuous improvement. This ongoing coaching and development can be a “game changer” for all people and teams with access to it. But what about the teams and players that aren’t empowered—or even allowed—to expand their roles? Or the team members whose careers don’t inspire or play to their natural gifts, talents, and strengths? It’s painful for any organization or manager when people on their team aren’t given the tools to succeed; and more painful still when the team member doesn’t yet realize it. But by coaching through leadership, any manager of any organization can create a supportive structure that helps assign the right roles, resources, tools, and career opportunities that will best leverage their strengths. Determines coachability and readiness for employee change and improvement Builds awareness to deal with the right issues, challenges, and opportunities Offers leaders/managers the tools to help a performer leverage their greatest gifts, talents, and strengths Allows for dialogue and tactics to close gaps in experience, communication styles, and personality Guides managers in how to have dialogue around difficult and important issues with their employees Includes coaching principles, practices, and tools with practical, real-world examples Offers strategies and tools to help employees become more motivated for effective change, action, and accountability Each chapter includes a series of powerful and provocative coaching questions for any leader or manager to use immediately in the workplace.
    Note: Online resource; Title from title page (viewed December 24, 2019) , Mode of access: World Wide Web.
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    Mozilla’s journey from the data center to the cloud (2019)
    [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: Michael Van Kleeck and Jason Crowe lead a frank discussion of Mozilla’s multiyear journey to take all of its apps from the data center to the cloud. Join in to hear about the adventure, in which Mozilla vanquishes a multitude of organizational and technical challenges and emerges ready to empower its mission of protecting the open internet.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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    QuickBooks 2020 For Dummies (2019)
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    Details
    ISBN: 9781119589693
    Language: English
    Pages: 1 online resource (416 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The perennial bestseller—now in a new edition QuickBooks allows small businesses to manage their own accounting and financial management tasks—without needing to hire expensive financial professionals. This perennial bestseller is here to show you step by step how to build the perfect budget, simplify tax return preparation, manage inventory, track job costs, generate statement and financial reports, and every other accounting-related task that crosses your desk. Written by CPA Stephen L. Nelson, it shows you how to get the most out of the software that helps over six million small businesses manage their finances. Handle your financial and business management tasks more effectively Get the most out of QuickBooks’ features Create invoices and memos with ease Pay bills, prepare payroll, and record sales receipts If you use QuickBooks at work—or want to implement it in 2020—this book has you covered.
    Note: Online resource; Title from title page (viewed November 12, 2019) , Mode of access: World Wide Web.
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    Networking Fundamentals (2019)
    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    Details
    ISBN: 9781119650744
    Language: English
    Pages: 1 online resource (336 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: A clear and concise resource on Windows networking, perfect for IT beginners Did you know that nearly 85% of IT support roles require a good understanding of networking concepts? If you are looking to advance your IT career, you will need a foundational understanding of Windows networking. Network Fundamentals covers everything you need to know about network infrastructures, hardware, protocols, and services. You will learn everything you need to gain the highly in-demand Networking Fundamentals MTA Certification. This entry-level credential could be your first step into a rewarding, stable and lucrative IT career. This new Sybex guide covers the basics of networking starting from the “ground level,” so no previous IT knowledge is required. Each chapter features approachable discussion of the latest networking technologies and concepts, closing with a quiz so you can test your knowledge before moving to the next section. Even if you are brand new to computers, Network Fundamentals will guide you to confidence and mastery. Understand wired and wireless networks in every detail Learn everything you need to attain the Networking Fundamentals MTA Certification Test your knowledge with end-of-chapter quiz questions Understand internet protocol (IP) and categorize IPv4 addresses Work with networking services and area networks Define network infrastructures and network security, including intranets, extranets, and VPNs Beginning and established IT professionals looking to understand more about networking will gain the knowledge to create a network diagram and confidently explain basic networking concepts. Thanks to the features in this book, you will be able to apply your new networking skills in real world situations and feel confident when taking the certification test.
    Note: Online resource; Title from title page (viewed November 12, 2019) , Mode of access: World Wide Web.
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    Mastering SQL Server 2017 (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838983208
    Language: English
    Pages: 1 online resource (696 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Leverage the power of SQL Server 2017 Integration Services to build data integration solutions with ease Key Features Work with temporal tables to access information stored in a table at any time Get familiar with the latest features in SQL Server 2017 Integration Services Program and extend your packages to enhance their functionality Book Description Microsoft SQL Server 2017 uses the power of R and Python for machine learning and containerization-based deployment on Windows and Linux. By learning how to use the features of SQL Server 2017 effectively, you can build scalable apps and easily perform data integration and transformation. You'll start by brushing up on the features of SQL Server 2017. This Learning Path will then demonstrate how you can use Query Store, columnstore indexes, and In-Memory OLTP in your apps. You'll also learn to integrate Python code in SQL Server and graph database implementations for development and testing. Next, you'll get up to speed with designing and building SQL Server Integration Services (SSIS) data warehouse packages using SQL server data tools. Toward the concluding chapters, you'll discover how to develop SSIS packages designed to maintain a data warehouse using the data flow and other control flow tasks. By the end of this Learning Path, you'll be equipped with the skills you need to design efficient, high-performance database applications with confidence. This Learning Path includes content from the following Packt books: SQL Server 2017 Developer's Guide by Milos Radivojevic, Dejan Sarka, et. al SQL Server 2017 Integration Services Cookbook by Christian Cote, Dejan Sarka, et. al What you will learn Use columnstore indexes to make storage and performance improvements Extend database design solutions using temporal tables Exchange JSON data between applications and SQL Server Migrate historical data to Microsoft Azure by using Stretch Database Design the architecture of a modern Extract, Transform, and Load (ETL) solution Implement ETL solutions using Integration Services for both on-premise and Azure data Who this book is for This Learning Path is for database developers and solution architects looking to develop ETL solutions with SSIS, and explore the new features in SSIS 2017. Advanced analysis practitioners, business intelligence developers, and database consultants dealing with performance tuning will also find this book useful. Basic understanding of database concepts and T-SQL is required to ...
    Note: Online resource; Title from title page (viewed August 22, 2019) , Mode of access: World Wide Web.
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    Introduction to Stochastic Processes and Simulation (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley-ISTE | Boston, MA : Safari
    Details
    ISBN: 9781786304841
    Language: English
    Pages: 1 online resource (310 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Mastering chance has, for a long time, been a preoccupation of mathematical research. Today, we possess a predictive approach to the evolution of systems based on the theory of probabilities. Even so, uncovering this subject is sometimes complex, because it necessitates a good knowledge of the underlying mathematics. This book offers an introduction to the processes linked to the fluctuations in chance and the use of numerical methods to approach solutions that are difficult to obtain through an analytical approach. It takes classic examples of inventory and queueing management, and addresses more diverse subjects such as equipment reliability, genetics, population dynamics, physics and even market finance. It is addressed to those at Master's level, at university, engineering school or management school, but also to an audience of those in continuing education, in order that they may discover the vast field of decision support.
    Note: Online resource; Title from title page (viewed December 12, 2019) , Mode of access: World Wide Web.
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    Master Apache JMeter - From Load Testing to DevOps (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781839217647
    Language: English
    Pages: 1 online resource (468 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Learn how to get the most out of JMeter, improve the productivity of your apps, and integrate JMeter with your Agile and DevOps processes. Key Features Gain insights into preparing test environments and selecting the correct use cases to load test Learn to analyze a load test with Backend Listener, HTML Report Dashboard, and View Results Tree Explore how to integrate JMeter in the software factory Book Description Load tests help identify the maximum number of requests a software system can handle. One popular open source tool for load testing is JMeter. By leveraging the features and capabilities of JMeter, you can perform extensive load testing and fix issues in your application before they become problematic. This book is written by JMeter developers and begins by discussing the whole process, including recording a script, setting it up, and launching it, enabling you to almost immediately start load testing. You'll learn the best practices that you must follow while designing test cases. You'll also explore the different protocols offered by JMeter through various real-world examples. Finally, you'll see how to integrate JMeter into the DevOps approach and create professional reports. You'll discover ways to use the eco-system of JMeter to integrate new protocols, enrich its monitoring, and leverage its power through the use of the cloud. By the end of this book, you'll know all that's needed to perform comprehensive load testing on your applications by using all the best practices and features of JMeter. What you will learn Explore various JMeter concepts, including Timers scope and Assertions scope Discover the types of test protocols and load tests that JMeter supports Design a realistic test scenario using various tips and best practices Prepare your test environment with injectors and the system under test Learn and apply good practices when recording a script Integrate JMeter with Jenkins using Maven Who this book is for This book contains all the valuable information you need in one place and is a must for everybody who is seriously working with JMeter. It might be a little condensed for absolute beginners, but this book is the best you can find if you already have some performance testing experience and want to get further. In particular, it would be invaluable to developers who want to expand their JMeter knowledge into advanced topics or switch to JMeter from other load testing tools.
    Note: Online resource; Title from title page (viewed August 1, 2019) , Mode of access: World Wide Web.
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    Management of Extreme Situations (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley-ISTE | Boston, MA : Safari
    Details
    ISBN: 9781786301291
    Language: English
    Pages: 1 online resource (442 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: In response to the rise of various forms of the extreme in economies, organizations and societies (such as disruptive innovation, climate emergency, financial crisis, high-risk sport, etc.), an ambitious 21st century program sets the agenda of management sciences around the unknown, disruption, uncertainty and risk. Management of Extreme Situations presents the research results from the conference organized at the Cerisy-la-Salle International Cultural Center, France, in 2016. It testifies to the existence of an international community that brings together, around management sciences, various disciplines studying the management concept of extreme situations. Through the analysis of varied contexts (polar and mountain expeditions, fire rescue services, exploration projects in the military field, creative industries, etc.), this book offers an initial grammar of the extreme. It presents a heuristic for the management of these situations – particularly in terms of sensemaking, ambidexterity and knowledge expansion.
    Note: Online resource; Title from title page (viewed December 12, 2019) , Mode of access: World Wide Web.
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    How Quantopian rearchitected brittle crontabs into resilient pipelines with Apache Airflow (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Quantopian integrates financial data from vendors around the globe. As the scope of its operations outgrew cron, the company turned to Apache Airflow, a distributed scheduler and task executor. James Meickle explains how in less than six months, Quantopian was able to rearchitect brittle crontabs into resilient, recoverable pipelines defined in code to which anyone could contribute.
    Note: Online resource; Title from title screen (viewed September 2, 2019) , Mode of access: World Wide Web.
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    How Navistar is using predictive analytics to analyze data (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Navistar built an IoT-enabled remote diagnostics platform, OnCommand Connection, to bring together data from 375,000+ vehicles in real time, in order to drive predictive analytics. This service is now being offered to fleet owners, who can monitor the health and performance of their trucks from smartphones or tablets. Join Steven Otto to learn more about Navistar's IoT and data journey.
    Note: Online resource; Title from title screen (viewed June 10, 2019) , Mode of access: World Wide Web.
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    How Microsoft applied human factors ideas to software development (2019)
    [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: Jessica DeVita tells the story of how a team at Microsoft challenged themselves to retrospect their retrospectives and shares what they learned about applying human factors ideas to software development.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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    How Kaiser Permanente is using big data for better understanding patients, addressing illnesses at the onset, and diminishing outbreaks (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: As healthcare data becomes increasingly digitized, medical centers are able to leverage data in new ways to improve patient care. Jennie Shin explains how Kaiser Permanente developed a sophisticated flu predictor model to better determine where resources were needed and how to reduce outbreaks.
    Note: Online resource; Title from title screen (viewed July 22, 2019) , Mode of access: World Wide Web.
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    How Mozilla used enterprise architecture to pivot (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: How can Mozilla evolve our products and capabilities to serve the global, human-driven internet of the future? The company is guided by its mission and supported by the capabilities of its staff and community. Michael Van Kleeck dives into how Mozilla uses its version of enterprise architecture to wisely explore, evaluate, and pivot to and from future opportunities.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    Holding Accountants Accountable (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119597698
    Language: English
    Pages: 1 online resource (240 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: An essential guide for practitioners on avoiding unethical situations in a fraud investigation—provides tips, techniques, and real-life examples Credentialed accountants, auditors, and fraud examiners who fail to identify fraud and misconduct may be in violation of their professional standards. Among these standards are requirements to exercise professional and moral judgment, act in the best interest of the public, maintain integrity, objectivity, and independence, render opinions based on evidence and documentation, and exercise due care in planning and discharging professional activities. Failing to adhere to professional standards and ethical codes have serious consequences for CPAs, CFEs, and CIAs engaged in fraud investigations. Fraud helps readers avoid unethical situations in fraud investigations and stay within the boundaries of professional guidelines and standards. Author Jeffrey Matthews combines real-world techniques and practical advice with personal insights from his experience as a forensic accountant. Detailing how he faced death threats, retaliation, and family hardships during actual fraud investigations, the author shares how despite serious challenges, he never deviated from professional standards. The author demonstrates how accountants can avoid being caught in unethical practices and examines the common tendencies that hinder the ability to detect, deter, and prevent fraud and misconduct. This fascinating, highly-relevant book will help practitioners: Recognize current and emerging trends to identify new areas of weakness Address time and budget constraints with effective delegation and supervision of lower-level staff Maintain a healthy dose of skepticism by ‘testing not accepting’ Understand the effort and expertise required to perform an investigation before accepting engagements Avoid establishing biases and pre-determining outcomes before accepting assignments A full-featured resource, complete with PowerPoint slides and a test bank, Fraud is invaluable for auditors, accountants, and other certified fraud examiners.
    Note: Online resource; Title from title page (viewed November 12, 2019) , Mode of access: World Wide Web.
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    How Thomson Reuters is using AI in quantitative finance applications (2019)
    [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: After a slow start, the finance industry is quickly catching up with others in its adoption of AI. Joe Rothermich explains how Thomson Reuters Labs is using AI to perform research in building quantitative investment models and discusses the company's research in deep learning for credit risk, machine learning and NLP for unlocking alternative datasets, and financial graph-based analytics.
    Note: Online resource; Title from title screen (viewed July 15, 2019) , Mode of access: World Wide Web.
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    How Slack refactored its million-line codebase (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: How do you refactor major, core functionality in a million-line codebase without disrupting the entire system? Maude Lemaire explains how Slack overhauled channels and shares the many obstacles the company overcame to boost both application performance and company-wide developer productivity (with only a few hiccups).
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    Fewer, Richer, Greener (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119526896
    Language: English
    Pages: 1 online resource (480 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: How the world has become much better and why optimism is abundantly justified Why do so many people fear the future? Is their concern justified, or can we look forward to greater wealth and continued improvement in the way we live? Our world seems to be experiencing stagnant economic growth, climatic deterioration, dwindling natural resources, and an unsustainable level of population growth. The world is doomed, they argue, and there are just too many problems to overcome . But is this really the case? In Fewer, Richer, Greener , author Laurence B. Siegel reveals that the world has improved —and will continue to improve—in almost every dimension imaginable. This practical yet lighthearted book makes a convincing case for having gratitude for today’s world and optimism about the bountiful world of tomorrow. Life has actually improved tremendously. We live in the safest, most prosperous time in all human history. Whatever the metric—food, health, longevity, education, conflict—it is demonstrably true that right now is the best time to be alive. The recent, dramatic slowing in global population growth continues to spread prosperity from the developed to the developing world. Technology is helping billions of people rise above levels of mere subsistence. This technology of prosperity is cumulative and rapidly improving: we use it to solve problems in ways that would have be unimaginable only a few decades ago. An optimistic antidote for pessimism and fear, this book: Helps to restore and reinforce our faith in the future Documents and explains how global changes impact our present and influence our future Discusses the costs and unforeseen consequences of some of the changes occurring in the modern world Offers engaging narrative, accurate data and research, and an in-depth look at the best books on the topic by leading thinkers Traces the history of economic progress and explores its consequences for human life around the world Fewer, Richer, Greener: Prospects for Humanity in an Age of Abundance is a must-read for anyone who wishes to regain hope for the present and wants to build a better future.
    Note: Online resource; Title from title page (viewed December 5, 2019) , Mode of access: World Wide Web.
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    How General Mills is using data automation to enable decision makers to quickly focus on the metrics that matter and cut through everything else that does not (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Decision makers are busy. Businesses can hire people to analyze data for them, but most companies are resource constrained and can’t hire a small army to look through all their data. Wayde Fleener explains how General Mills implemented automation to enable decision makers to quickly focus on the metrics that matter and cut through everything else that does not.
    Note: Online resource; Title from title screen (viewed July 29, 2019) , Mode of access: World Wide Web.
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    How Comcast uses AI to reinvent the customer experience (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Jan Neumann and Dominique Izbicki explain how Comcast uses deep learning to build virtual assistants that allow its customers to contact the company with questions or concerns and how it uses contextual information about customers and systems in a reinforcement learning framework to identify the best actions that answer these customers' questions or resolve their concerns.
    Note: Online resource; Title from title screen (viewed July 1, 2019) , Mode of access: World Wide Web.
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    How Civis Analytics created a more effective data-driven team (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The 2012 Obama campaign ran the first personalized presidential campaign in history. The data team was made up of people from diverse backgrounds who embraced data science in service of the goal. Civis Analytics emerged from this team and today enables organizations to use the same methods outside politics. Katie Malone shares lessons learned from these experiences for building effective teams.
    Note: Online resource; Title from title screen (viewed August 5, 2019) , Mode of access: World Wide Web.
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    Guide to Using the RIBA Plan of Work 2013 (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000704952
    Language: English
    Pages: 1 online resource (96 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The RIBA Plan of Work 2013 is the definitive framework for the contemporary building design and construction process. It provides a stage-by-stage model to assist all members of the project team to manage the process from inception to completion and beyond. This practical guide explains how the RIBA Plan of Work 2013 can be applied for optimal results in construction projects, revealing the Plan of Work as much more than just a project framework. It can be used as a tool to ensure best outcomes and guide thinking across a range of key themes including whole life costs, procurement routes, BIM, and social and environmental sustainability. With useful explanations of the various stages and technical terms, this book is packed with guidance and tips for using the Plan of Work to ensure genuinely integrated projects. Intended as complementary to the RIBA Plan of Work 2013 Online, the RIBA Job Book, and Assembling the Project Team, it is for construction professionals industry-wide, from architectural practices to clients and contractors, as well as students studying for their professional examinations.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    Guide to JCT Minor Works Building Contract 2016 (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000701647
    Language: English
    Pages: 1 online resource (128 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Guide to JCT Minor Works is a practical guide to the operation and administration of the JCT Minor Works Building Contract suite 2016. All of the contracts’ provisions, procedures and conditions are organised and explained by subject, clearly distinguishing the different obligations due to various parties and the contractual issues arising during the course of a job - all backed up by the latest legislation and case law.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    Future Office (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000726664
    Language: English
    Pages: 1 online resource (176 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The office is dead. Long live the office. Despite decades of predictions that the office is on the verge of extinction, it is surviving and thriving. Of course, things are changing. And changing fast. Digital technologies are transforming not only the work we do, but also the ways our workplaces are designed, built and operated. Automation and AI mean that some jobs will no longer exist whilst others will be created. But the very essence of the workplace — human interaction and collaboration, remains as necessary as ever. In fact, it is the human focus that is driving this new age, with four generations now in the workplace together for the first time. Taking an interdisciplinary approach, this book discusses the impacts of these changes on the future of work and workplace. The latest technologies are also explored from voice and digital twins, to new materials such as graphene and battery-powered buildings.
    Note: Online resource; Title from title page (viewed July 15, 2019) , Mode of access: World Wide Web.
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    Get Heard, Get Results, 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9780730382010
    Language: English
    Pages: 1 online resource (192 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Every great idea hinges on one thing: Buy-in You have ideas. You have projects and initiatives that you want to make a reality. But let's face it — unless you can get others to work with you, those ideas aren't going anywhere. Your ability to capture people's hearts and minds is the key to getting results. In his engaging style, author Simon Dowling will show you not just how to get heard, but how to create true buy-in around your ideas and initiatives — dealing with pushback along the way and turning talk into action.
    Note: Online resource; Title from title page (viewed November 18, 2019) , Mode of access: World Wide Web.
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    Data Science Projects with Python (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838551025
    Language: English
    Pages: 1 online resource (374 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Gain hands-on experience with industry-standard data analysis and machine learning tools in Python Key Features Tackle data science problems by identifying the problem to be solved Illustrate patterns in data using appropriate visualizations Implement suitable machine learning algorithms to gain insights from data Book Description Data Science Projects with Python is designed to give you practical guidance on industry-standard data analysis and machine learning tools, by applying them to realistic data problems. You will learn how to use pandas and Matplotlib to critically examine datasets with summary statistics and graphs, and extract the insights you seek to derive. You will build your knowledge as you prepare data using the scikit-learn package and feed it to machine learning algorithms such as regularized logistic regression and random forest. You'll discover how to tune algorithms to provide the most accurate predictions on new and unseen data. As you progress, you'll gain insights into the working and output of these algorithms, building your understanding of both the predictive capabilities of the models and why they make these predictions. By then end of this book, you will have the necessary skills to confidently use machine learning algorithms to perform detailed data analysis and extract meaningful insights from unstructured data. What you will learn Install the required packages to set up a data science coding environment Load data into a Jupyter notebook running Python Use Matplotlib to create data visualizations Fit machine learning models using scikit-learn Use lasso and ridge regression to regularize your models Compare performance between models to find the best outcomes Use k-fold cross-validation to select model hyperparameters Who this book is for If you are a data analyst, data scientist, or business analyst who wants to get started using Python and machine learning techniques to analyze data and predict outcomes, this book is for you. Basic knowledge of Python and data analytics will help you get the most from this book. Familiarity with mathematical concepts such as algebra and basic statistics will also be useful.
    Note: Online resource; Title from title page (viewed April 30, 2019) , Mode of access: World Wide Web.
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    Data Privacy and GDPR Handbook (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119594246
    Language: English
    Pages: 1 online resource (496 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The definitive guide for ensuring data privacy and GDPR compliance Privacy regulation is increasingly rigorous around the world and has become a serious concern for senior management of companies regardless of industry, size, scope, and geographic area. The Global Data Protection Regulation (GDPR) imposes complex, elaborate, and stringent requirements for any organization or individuals conducting business in the European Union (EU) and the European Economic Area (EEA)—while also addressing the export of personal data outside of the EU and EEA. This recently-enacted law allows the imposition of fines of up to 5% of global revenue for privacy and data protection violations. Despite the massive potential for steep fines and regulatory penalties, there is a distressing lack of awareness of the GDPR within the business community. A recent survey conducted in the UK suggests that only 40% of firms are even aware of the new law and their responsibilities to maintain compliance. The Data Privacy and GDPR Handbook helps organizations strictly adhere to data privacy laws in the EU, the USA, and governments around the world. This authoritative and comprehensive guide includes the history and foundation of data privacy, the framework for ensuring data privacy across major global jurisdictions, a detailed framework for complying with the GDPR, and perspectives on the future of data collection and privacy practices. Comply with the latest data privacy regulations in the EU, EEA, US, and others Avoid hefty fines, damage to your reputation, and losing your customers Keep pace with the latest privacy policies, guidelines, and legislation Understand the framework necessary to ensure data privacy today and gain insights on future privacy practices The Data Privacy and GDPR Handbook is an indispensable resource for Chief Data Officers, Chief Technology Officers, legal counsel, C-Level Executives, regulators and legislators, data privacy consultants, compliance officers, and audit managers.
    Note: Online resource; Title from title page (viewed November 5, 2019) , Mode of access: World Wide Web.
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    Electronics For Dummies, 3rd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    Details
    ISBN: 9781119675594
    Language: English
    Pages: 1 online resource (432 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Build your electronics workbench—and begin creating fun electronics projects right away Packed with hundreds of colorful diagrams and photographs, this book provides step-by-step instructions for experiments that show you how electronic components work, advice on choosing and using essential tools, and exciting projects you can build in 30 minutes or less. You'll get charged up as you transform theory into action in chapter after chapter! Circuit basics — learn what voltage is, where current flows (and doesn't flow), and how power is used in a circuit Critical components — discover how resistors, capacitors, inductors, diodes, and transistors control and shape electric current Versatile chips — find out how to use analog and digital integrated circuits to build complex projects with just a few parts Analyze circuits — understand the rules that govern current and voltage and learn how to apply them Safety tips — get a thorough grounding in how to protect yourself—and your electronics—from harm Electronics For Dummies (9781119675594) was previously published as Electronics For Dummies (9781119117971). While this version features a new Dummies cover and design, the content is the same as the prior release and should not be considered a new or updated product.
    Note: Online resource; Title from title page (viewed December 5, 2019) , Mode of access: World Wide Web.
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    Design for Climate Change (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000708066
    Language: English
    Pages: 1 online resource (196 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Ford architects, contractors, engineers and specialists in the field, this book uses real-world evidence from a Technology Strategy Board-funded research project to develop a set of tools for architects and other building designers to meet a growing need to anticipate future climate change. Built on in his seminal future climate change report for the TSB, identifies three broad categories of climate change impacts on building design – comfort and energy performance, construction, and managing water.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    Designed to Perform (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000702316
    Language: English
    Pages: 1 online resource (144 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This book is an illustrated practical design guide to delivering better energy performance in all types of new build homes. It takes the form of an annotated details book, with photos taken from live construction sites, with the content based around diagrams, drawings and photos by the author, which demonstrates valuable best practice knowledge and advice. Chapter 1 is an introduction to the performance gap and the quality of design and construction in new build homes, explaining the typical construction sequence of homebuilding, and highlights common issues that designers need to engage with. Chapters 2-7 look at each construction fabric in turn, including a series of detailed drawings, diagrams and photos illustrating the key elements of good design. Chapter 8 contains a checklist of all performance gap issues that designers need to look for. This book will provide valuable guidance to architects and designers on how to improve their detailing at construction stage, and therefore the overall quality of design and performance of new homes.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    Avoiding and Resolving Disputes (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000701395
    Language: English
    Pages: 1 online resource (144 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Quick, concise and direct, this pocketbook outlines the essentials that every architect needs to know about construction disputes – from tips on avoiding them in the first place and informally negotiating issues as they arise, to how to go about settling full-blown disputes more formally.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    Associations and Correlations (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
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    ISBN: 9781838980412
    Language: English
    Pages: 1 online resource (134 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Discover the story of your data using the essential elements of associations and correlations Key Features Get a comprehensive introduction to associations and correlations Explore multivariate analysis, understand its limitations, and discover the assumptions on which it's based Gain insights into the various ways of preparing your data for analysis and visualization Book Description Associations and correlations are ways of describing how a pair of variables change together as a result of their connection. By knowing the various available techniques, you can easily and accurately discover and visualize the relationships in your data. This book begins by showing you how to classify your data into the four distinct types that you are likely to have in your dataset. Then, with easy-to-understand examples, you'll learn when to use the various univariate and multivariate statistical tests. You'll also discover what to do when your univariate and multivariate results do not match. As the book progresses, it describes why univariate and multivariate techniques should be used as a tag team, and also introduces you to the techniques of visualizing the story of your data. By the end of the book, you'll know exactly how to select the most appropriate univariate and multivariate tests, and be able to use a single strategic framework to discover the true story of your data. What you will learn Identify a dataset that's fit for analysis using its basic features Understand the importance of associations and correlations Use multivariate and univariate statistical tests to confirm relationships Classify data as qualitative or quantitative and then into the four subtypes Build a visual representation of all the relationships in the dataset Automate associations and correlations with CorrelViz Who this book is for This is a book for beginners – if you're a novice data analyst or data scientist, then this is a great place to start. Experienced data analysts might also find value in this title, as it will recap the basics and strengthen your understanding of key concepts. This book focuses on introducing the essential elements of association and correlation analysis.
    Note: Online resource; Title from title page (viewed June 28, 2019) , Mode of access: World Wide Web.
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    Arabic Character Writing For Dummies (2019)
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
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    ISBN: 9781119475330
    Language: English
    Pages: 1 online resource (96 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Learn to write in Arabic In Arabic, there are different levels of language. The written language, which is studied in this book, is literary Arabic, sometimes also called classical Arabic or even modern or standard Arabic. It is the language of the Quran, classical poetry, literature and the media. The Arabic plume consists of 28 consonants and three long vowels. Each consonant is accompanied by a vowel which is placed above or below the consonant. Arabic speakers are in great demand in the United States, due to the country's political commitments to the Middle East, but only 25 percent of non-native speakers know the language in enough detail to function as translators, interpreters, analysts, or field agents. Arabic Character Writing For Dummies helps you write this language clearly and correctly. Learn to write the Arabic alphabet Find free instructional videos, flashcards, and printable writing pages online Build upon your mastery of the language Get ahead at work or in your personal life Arabic Character Writing For Dummies is designed for beginners, students, and lifelong learners wishing to write in Arabic.
    Note: Online resource; Title from title page (viewed November 5, 2019) , Mode of access: World Wide Web.
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    Complexity Challenges in Cyber Physical Systems (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
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    ISBN: 9781119552390
    Language: English
    Pages: 1 online resource (432 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Offers a one-stop reference on the application of advanced modeling and simulation (M&S) in cyber physical systems (CPS) engineering This book provides the state-of-the-art in methods and technologies that aim to elaborate on the modeling and simulation support to cyber physical systems (CPS) engineering across many sectors such as healthcare, smart grid, or smart home. It presents a compilation of simulation-based methods, technologies, and approaches that encourage the reader to incorporate simulation technologies in their CPS engineering endeavors, supporting management of complexity challenges in such endeavors. Complexity Challenges in Cyber Physical Systems: Using Modeling and Simulation (M&S) to Support Intelligence, Adaptation and Autonomy is laid out in four sections. The first section provides an overview of complexities associated with the application of M&S to CPS Engineering. It discusses M&S in the context of autonomous systems involvement within the North Atlantic Treaty Organization (NATO). The second section provides a more detailed description of the challenges in applying modeling to the operation, risk and design of holistic CPS. The third section delves in details of simulation support to CPS engineering followed by the engineering practices to incorporate the cyber element to build resilient CPS sociotechnical systems. Finally, the fourth section presents a research agenda for handling complexity in application of M&S for CPS engineering. In addition, this text: Introduces a unifying framework for hierarchical co-simulations of cyber physical systems (CPS) Provides understanding of the cycle of macro-level behavior dynamically arising from spaciotemporal interactions between parts at the micro-level Describes a simulation platform for characterizing resilience of CPS Complexity Challenges in Cyber Physical Systems has been written for researchers, practitioners, lecturers, and graduate students in computer engineering who want to learn all about M&S support to addressing complexity in CPS and its applications in today’s and tomorrow’s world.
    Note: Online resource; Title from title page (viewed December 24, 2019) , Mode of access: World Wide Web.
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    CDM 2015 (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000704983
    Language: English
    Pages: 1 online resource (128 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This is the designer’s essential guide to implementing the new CDM 2015 regulations. It provides both a straightforward overview of the key changes and new duty holders, including the Principal Designer, as well as full colour diagrams and annotated plans which demonstrate how to apply the principles in the real world. As the regulations come into force it aims to reassure those fearing a change in their obligations by outlining easy to use practical tools which will integrate the philosophy of the new regulations – of proportionate response, creative solutions and collaborative working – into day-to-day practice. It’s designed as a concise and handy quick reference guide, easy to carry around on site or use at your desk, translating what can be dry and often impenetrable legislation into a set of simple, intuitive, design friendly and safe messages.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    Building Revolutions (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
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    ISBN: 9781000701555
    Language: English
    Pages: 1 online resource (128 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The construction industry operates within a linear economy of make, use, dispose. Buildings are stripped out and torn down with astonishing regularity while new buildings are constructed from hard-won virgin materials. But raw materials are becoming scarce, and the demands for them are exploiting fragile ecosystems, even as the global demand for resources continues to rise. Policy makers and organisations are beginning to look for a more regenerative, circular economy model. The construction industry demands over half the world’s extracted materials and generates around a third of the total waste generated in the EU, making it a prime candidate for applying the circular economy. Yet there has been little focus on how construction industry professionals and their clients can contribute towards the movement. Drawing on illustrative methods and examples, Building Revolutions explains how the principles of a circular economy can be applied to the built environment where resources are kept in use and their value retained.
    Note: Online resource; Title from title page (viewed August 6, 2019) , Mode of access: World Wide Web.
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    Building an invoicing system using Apache Isis with Haywood Associates (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Dan Haywood explains how he and a tiny one-and-a-bit pizza team used Apache Isis—an implementation of the naked objects architectural pattern—to build an invoicing system, Estatio. You'll see what an Apache Isis app looks like in the flesh and learn how Dan and his team manage to keep it modular.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    Briefing (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
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    ISBN: 9781000701708
    Language: English
    Pages: 1 online resource (160 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This is the first in a must-have series of step-by-step guides to using the new RIBA Plan of Work 2013 on your project. Drawing together Stages 7, 0 and 1 this book is about much more than briefing; it guides you through the brand new Stage 0 – Strategic Definition – as well as how Stage 7 – In Use – can feed into the definition process reflecting the circular principles of the new Plan of Work. Providing a practical tool to running an efficient project each guide follows the same format leading you through the core tasks at each stage supported by tips, definitions, templates and useful techniques. Five theoretical scenarios are used throughout the guides to illustrate how the Plan of Work can be applied on various project types and sizes including an extension to a house, a new library and a large office building. These guides will provide unrivalled support for practices on all projects – large and small – and across all types of procurement.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    Online Resource
    Online Resource
    機械学習のための特徴量エンジニアリング ―その原理とPythonによる実践 (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Japan, Inc. | Boston, MA : Safari
    Details
    ISBN: 9784873118680
    Language: English , Japanese
    Pages: 1 online resource (224 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: 本書は、機械学習モデルの性能を向上させるために、データから良い特徴量を作る特徴量エンジニアリングについて解説します。前半では初学者に向けて、数値、テキスト、カテゴリ変数の基本的な取り扱い方を説明し、後半では特徴量ハッシング、ビンカウンティング、PCAによるデータの圧縮、さらに非線形特徴量とモデルスタッキング、画像特徴量抽出と深層学習による自動特徴学習などの高度なテーマを扱います。特徴量エンジニアリングを使いこなし、機械学習モデルの性能を最大限に引き出したいエンジニア必携の一冊です。
    Note: Online resource; Title from title page (viewed February 21, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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