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  • English  (1,921)
  • Japanese  (85)
  • 2015-2019  (1,872)
  • 1995-1999  (49)
  • Safari, an O’Reilly Media Company.  (1,921)
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  • 1
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    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.
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  • 2
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    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.
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  • 3
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    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.
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  • 4
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    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.
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  • 5
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    ISBN: 9781119579298
    Language: English
    Pages: 1 online resource (368 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Find out the essentials of cryptocurrency mining The cryptocurrency phenomenon has sparked a new opportunity mine for virtual gold, kind of like the prospectors of a couple centuries back. This time around, you need some tech know-how to get into the cryptocurrency mining game. This book shares the insight of two cryptocurrency insiders as they break down the necessary hardware, software, and strategies to mine Bitcoin, Ethereum, Monero, LiteCoin, and Dash. They also provide insight on how to stay ahead of the curve to maximize your return on investment. Get the tech tools and know-how to start mining Pick the best cryptocurrency to return your investment Apply a sound strategy to stay ahead of the game Find cryptocurrency value at the source From the basics of cryptocurrency and blockchain to selecting the best currency to mine, this easy-to-access book makes it easy to get started today!
    Note: Online resource; Title from title page (viewed December 5, 2019) , Mode of access: World Wide Web.
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  • 6
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari
    ISBN: 9787115524003
    Language: English , Chinese
    Pages: 1 online resource (330 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: 如今,移动App驱动着我们的生活,程序的异步性和响应式至关重要。反应式编程技术能够帮助我们编写易于扩展、性能良好且可靠性强的代码。在这本注重实战的图书中,Java开发人员首先将会学习如何以反应式的方式看待问题,然后再借助这一令人兴奋的编程范式的优秀特性构建程序。 本书包含了一些使用RxJava的具体样例,用来解决Android设备和服务器端的实际性能问题。你将会学到RxJava如何借助并行和并发解决当前的问题。本书还特别收录了2.0版本的基本情况。 编写对多个异步源输入进行响应的程序,避免陷入“回调地狱” 理解如何以反应式的方式解决问题 处理Observable生产数据太快的问题 探索调试和测试反应式程序的策略 在程序中高效利用并行和并发 学习如何迁移至RxJava 2.0版本
    Note: Online resource; Title from title page (viewed December 1, 2019) , Mode of access: World Wide Web.
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  • 7
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    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.
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  • 8
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    ISBN: 9781000703078
    Language: English
    Pages: 1 online resource (48 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: If you need to understand about engaging the services of an architect, this updated RIBA guide is for you. Straightforward and completely up-to-date regarding legislation, it sets out everything you need to be aware of, for a large or small commercial project. The right architect can bring considerable added value to the success of your project. This guide talks you through all aspects of your project and what you should expect from your architect at each stage - including formal appointment mechanisms, calculating fees and project management responsibilities. This is for commercial clients, both for large or small projects, and especially those who have never carried out this role before, this guide offers a quick and easy overview of the value, mechanisms and context of appointing your architect.
    Note: Online resource; Title from title page (viewed August 5, 2019) , Mode of access: World Wide Web.
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  • 9
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    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.
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  • 10
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    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.
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  • 11
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: "Whether you're a novice or a seasoned professional, there's an Aha! moment in this book for everyone." James Watson, Adaptive Classic Computer Science Problems in Python deepens your knowledge of problem solving techniques from the realm of computer science by challenging you with time-tested scenarios and algorithms. As you work through examples in search, clustering, graphs, and more, you'll remember important things you've forgotten and discover classic solutions to your "new" problems! Computer science problems that seem new or unique are often rooted in classic algorithms, coding techniques, and engineering principles. And classic approaches are still the best way to solve them! Understanding these techniques in Python expands your potential for success in web development, data munging, machine learning, and more. Classic Computer Science Problems in Python sharpens your CS problem-solving skills with time-tested scenarios, exercises, and algorithms, using Python. You'll tackle dozens of coding challenges, ranging from simple tasks like binary search algorithms to clustering data using k-means. You'll especially enjoy the feeling of satisfaction as you crack problems that connect computer science to the real-world concerns of apps, data, performance, and even nailing your next job interview! Inside: Search algorithms Common techniques for graphs Neural networks Genetic algorithms Adversarial search Uses type hints throughout Covers Python 3.7 This book/course is made for For intermediate Python programmers. David Kopec is an assistant professor of Computer Science and Innovation at Champlain College in Burlington, Vermont. He is the author of Dart for Absolute Beginners (Apress, 2014) and Classic Computer Science Problems in Swift (Manning, 2018). A fun way to get hands-on experience with classical computer science problems in modern Python. Jens Christian Bredahl Madsen, IT Relation Highly recommended to everyone who is interested in deepening their understanding, not only of the Python language, but also of practical computer science. Daniel Kenney-Jung, MD, University of Minnesota Classic problems presented in a wonderfully entertaining way with a language that always seems to have something new to offer. Sam Zaydel, RackTop Systems NARRATED BY LISA FARINA
    Note: Online resource; Title from title screen (viewed March 5, 2019) , Mode of access: World Wide Web.
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  • 12
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    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.
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  • 13
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari
    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.
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  • 14
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    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.
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  • 15
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    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.
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  • 16
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    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.
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  • 17
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : MIT Sloan Management Review | Boston, MA : Safari
    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.
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  • 18
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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.
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  • 19
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    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.
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  • 20
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    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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    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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  • 22
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    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.
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  • 23
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    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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  • 24
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : MIT Sloan Management Review | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (8 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: It’s tempting to look at high-profile business ecosystems and assume that the model is a reliable formula for success. In fact, many ecosystems never earn a significant market share, and only about 15% dominate their markets over time. An analysis shows that most share a common life cycle, with several critical windows along the way. For management, the key is understanding these windows and adjusting the company’s strategy over time to meet the unique requirements of each.
    Note: Online resource; Title from title page (viewed July 30, 2019) , Mode of access: World Wide Web.
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  • 25
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    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.
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  • 26
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484242940
    Language: English
    Pages: 1 online resource (1151 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Know how to set up, defend, and attack computer networks with this revised and expanded second edition. You will learn to configure your network from the ground up, beginning with developing your own private virtual test environment, then setting up your own DNS server and AD infrastructure. You will continue with more advanced network services, web servers, and database servers and you will end by building your own web applications servers, including WordPress and Joomla!. Systems from 2011 through 2017 are covered, including Windows 7, Windows 8, Windows 10, Windows Server 2012, and Windows Server 2016 as well as a range of Linux distributions, including Ubuntu, CentOS, Mint, and OpenSUSE. Key defensive techniques are integrated throughout and you will develop situational awareness of your network and build a complete defensive infrastructure, including log servers, network firewalls, web application firewalls, and intrusion detection systems. Of course, you cannot truly understand how to defend a network if you do not know how to attack it, so you will attack your test systems in a variety of ways. You will learn about Metasploit, browser attacks, privilege escalation, pass-the-hash attacks, malware, man-in-the-middle attacks, database attacks, and web application attacks. What You’ll Learn Construct a testing laboratory to experiment with software and attack techniques Build realistic networks that include active directory, file servers, databases, web servers, and web applications such as WordPress and Joomla! Manage networks remotely with tools, including PowerShell, WMI, and WinRM Use offensive tools such as Metasploit, Mimikatz, Veil, Burp Suite, and John the Ripper Exploit networks starting from malware and initial intrusion to privilege escalation through password cracking and persistence mechanisms Defend networks by developing operational awareness using auditd and Sysmon to analyze logs, and deploying defensive tools such as the Snort intrusion detection system, IPFire firewalls, and ModSecurity web application firewalls Who This Book Is For This study guide is intended for everyone involved in or interested in cybersecurity operations (e.g., cybersecurity professionals, IT professionals, business professionals, and students)
    Note: Online resource; Title from title page (viewed March 1, 2019) , Mode of access: World Wide Web.
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  • 27
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : MIT Sloan Management Review | Boston, MA : Safari
    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.
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  • 28
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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.
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  • 29
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    [Erscheinungsort nicht ermittelbar] : Pragmatic Bookshelf | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (574 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Building a successful product usually involves teams of people, and many choose the Scrum approach to aid in creating products that deliver the highest possible value. Implementing Scrum gives teams a collection of powerful ideas they can assemble to fit their needs and meet their goals. The ninety-four patterns contained within are elaborated nuggets of insight into Scrum’s building blocks, how they work, and how to use them. They offer novices a roadmap for starting from scratch, yet they help intermediate practitioners fine-tune or fortify their Scrum implementations. Experienced practitioners can use the patterns and supporting explanations to get a better understanding of how the parts of Scrum complement each other to solve common problems in product development. The patterns are written in the well-known Alexandrian form, whose roots in architecture and design have enjoyed broad application in the software world. The form organizes each pattern so you can navigate directly to organizational design tradeoffs or jump to the solution or rationale that makes the solution work. The patterns flow together naturally through the context sections at their beginning and end. Learn everything you need to know to master and implement Scrum one step at a time—the agile way.
    Note: Online resource; Title from title page (viewed August 16, 2019) , Mode of access: World Wide Web.
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  • 30
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    [Erscheinungsort nicht ermittelbar] : Hanbit Media, Inc. | Boston, MA : Safari
    Language: English , Korean
    Pages: 1 online resource (420 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: 쿠버네티스가 표준 플랫폼으로 자리 잡은 클라우드 네이티브 세계에서 데브옵스를 실천하는 방법을 다룬다. 쿠버네티스 관련 기본 개념, 애플리케이션을 작성하고 상용 환경에서 배포하는 방법, 클러스터를 구성하고 운영하는 방법, 장애 대처와 데이터 복원 방법을 실용적인 예제와 함께 살펴본다. 또한 쿠버네티스 환경에서 사용하는 여러 도구를 살펴보고 쿠버네티스 확장성을 100% 활용하는 비법을 소개한다. 쿠버네티스를 사용하는 개발자와 운영자, 쿠버네티스 입문자 모두에게 훌륭한 안내서가 될 것이다.
    Note: Online resource; Title from title page (viewed December 1, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Charles Alcorn – Head of Data Science at Roche Molecular Systems Oncology diagnostics and treatment is a rapidly changing field of medicine with new advancements announced almost daily. The number of diagnostic tests to select treatments based on a patient’s unique genetic mutations and tumor pathology characteristics has grown, as have the number of therapies available. These therapies can be matched to a patient’s likelihood to respond to treatment based on the results from diagnostic tests. Estimates indicate that Oncologists would have to read the literature continuously around the clock 365 days a year to maintain their knowledge of new diagnostic tests and treatments. Further, diagnostic testing and treatment as well as associated treatment guidelines vary by patient population and country. This talk will describe medical content management concepts for the field of Oncology including data architecture, data curation, adopting to differing-and-ever-changing treatment guidelines, capture of up-to-date regulatory information, and country-specific examples. The roadmap that we are developing to support Clinical Decision Support Software in a Global Marketplace for our products and services will be described.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 32
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 33 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Michelangelo D’Agostino, VP of Data Science & Engineering at ShopRunner Data scientists are hard to hire. But too often, companies struggle to find the right talent only to make avoidable mistakes that cause their best data scientists to leave. From organizational structure and leadership considerations to tooling and infrastructure to avoiding FOMO through continuing education, I’ll share concrete (and inexpensive) tips for keeping your data scientists engaged, productive, and performing their best for your business.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 33
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Jeff Sharpe – Manager / Master Software Engineer at Capital One Niraj Tank – Sr. Manager, Software Engineering at Capital One We have been working on operationalizing ML for past few years at CapitalOne Bank and would like to share our experiences and lessons we learned in building an ML platform, in our talk we plan to cover: — Self-Service for Data Scientists — Treat models, policies & features as content, not software, and allow live updates to content — Provide software engineering best practices to ML content(s) — How to meet enterprise need at scale — Lightweight services — Re-use models, data, and business logic wherever possible — Containerize software to simplify scaling — Multi-layer abstractions — Respond to real time events — Keep data in close proximity — Focus on low-latency communication and fast computations — Architect high-reliability services Some of the questions this session intend to answer: – Every FinTech enterprise needs to operationalize ML but most of them don’t know where to start, how to deliver and more importantly what not to do? – What architecture choices to explore and what tools to build to satisfy demanding needs of a thriving data science organization. – How can you build ways to include data scientists in the agile development process, leveraging their expertise in feature engineering while enabling them to take part in DevOps practices without needing full DevOps experience.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    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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  • 35
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Sridharan Kamalakannan, Head of Data Science at Humana Predictive models are often used to identify individuals that will likely have escalating health severity in the future and accordingly deliver appropriate interventions. However, for the clinicians and care managers, these predictive models often act as a black-box at an individual level. The reason for this being, typically predictive models use combinations of complicated algorithms that makes it hard to explain the reason behind a predictive model score at an individual level. This talk will focus on model and feature agnostic methodologies and techniques that help uncover the drivers behind a prediction at a personal level in a healthcare setting.
    Note: Online resource; Title from title screen (viewed February 21, 2019) , Mode of access: World Wide Web.
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  • 36
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Ali Vanderveld, Director of Data Science at ShopRunner ShopRunner is an e-commerce company that receives feeds of product data from over 100 different retailer partners, including large department stores and retailers that specialize in electronics, appliances, nutritional products, and more. In order to provide a great user experience on our website and in our mobile app, we need to have one easy-to-navigate product taxonomy. We also would like to have sets of attribute tags that make it easy to filter down to exactly what any shopper is looking for. In this talk I will describe how we are using computer vision and natural language processing to place all of the products from our retailer partners into one easy-to-navigate shopping experience.
    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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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    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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  • 38
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    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    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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  • 39
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Sangeeta Krishnan – Former Director, Enterprise Data Management & Strategy at Asembia Artificial Intelligence (AI) is the current buzz word across all industries. Marvin Minsky’s definition of AI describes it as the science of making machines do things that would normally require human intelligence. However, the opinions are split across two camps. On one side we hear about new AI gadgets getting introduced in the market that would empower and improve our lives. At the same time, there are stories of AI companies going bankrupt like the recent closure of AI powered clock – Bonjour. Any digital technology has its own risks such as Cyber Security, Data Privacy Protection, apart from protecting the interests and careers of the human workforce. When you attempt to transform data into answers, many questions erupt. AI is a combination of techniques that includes Data Analytics and Predictive Analytics. Many organizations start their Analytics and AI journey without implementing the discovery phase of defining clear achievable business values. This results in most of the R&D budget to evaporate in experimental pitfalls with no real gain, resulting in AI being non-productive. It is imperative for any organization to discuss and focus on certain fundamental areas and challenges before embarking on the AI journey. This presentation would give a detailed overview of the areas that need to be addressed for the AI journey to be successful beyond PoC (Proof of Concept). It would demystify AI from an implementation stand point and would cover multiple aspects to demonstrate the current capabilities of AI technologies. It would also put out a road map for the industries to have a smooth journey to the AI world. The presentation would discuss the entire spread of activities such as budgeting, risk mitigation, training and many more.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 40
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    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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  • 41
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    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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  • 42
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 18 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Namita Lokare Feature engineering plays a significant role in the success of a machine learning model. Most of the effort in training a model goes into data preparation and choosing the right representation. In this talk, I will focus on a robust feature engineering method, Randomized Union of Locally Linear Subspaces (RULLS). We generate sparse, non-negative, and rotation invariant features in an unsupervised fashion. RULLS aggregates features from a random union of subspaces by describing each point using globally chosen landmarks. These landmarks serve as anchor points for choosing subspaces. Our method provides a way to select features that are relevant in the neighborhood around these chosen landmarks. Distances from each data point to k closest landmarks are encoded in the feature matrix. The final feature representation is a union of features from all chosen subspaces. The effectiveness of our algorithm is shown on various real-world datasets for tasks such as clustering and classification of raw data and in the presence of noise. We compare our method with existing feature generation methods. Results show a high performance of our method on both classification and clustering tasks.
    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
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Anusua Trivedi, Sr Data Scientist Lead, AI for Good at Microsoft AI serves the purpose of enabling human beings in making better decisions. In this session, we talk about how the actions of AI are the result of the human inputs going into its programming. We talk about how an AI’s bias is not its own, but the human bias with which it has been programmed. We emphasize the choice of the right metric and the type of data used for testing and training to avoid such bias. We discuss the need to understand the dependence between the data used and the models employed and optimize only areas that matter. We discuss how to focus on feature engineering and be thoughtful about the ethics of ML applications. Other issues such as the need for regulations and other considerations within it that require deliberation are also touched upon.
    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
    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    ISBN: 9781119601944
    Language: English
    Pages: 1 online resource (784 pages)
    Edition: 5th edition
    Keywords: Electronic books ; local
    Abstract: The only official body of knowledge for SSCP—(ISC)2’s popular credential for hands-on security professionals—fully revised and updated. Systems Security Certified Practitioner (SSCP) is an elite, hands-on cybersecurity certification that validates the technical skills to implement, monitor, and administer IT infrastructure using information security policies and procedures. SSCP certification—fully compliant with U.S. Department of Defense Directive 8140 and 8570 requirements—is valued throughout the IT security industry. The Official (ISC)2 SSCP CBK Reference is the only official Common Body of Knowledge (CBK) available for SSCP-level practitioners, exclusively from (ISC)2, the global leader in cybersecurity certification and training. This authoritative volume contains essential knowledge practitioners require on a regular basis. Accurate, up-to-date chapters provide in-depth coverage of the seven SSCP domains: Access Controls; Security Operations and Administration; Risk Identification, Monitoring and Analysis; Incident Response and Recovery; Cryptography; Network and Communications Security; and Systems and Application Security. Designed to serve as a reference for information security professionals throughout their careers, this indispensable (ISC)2guide: Provides comprehensive coverage of the latest domains and objectives of the SSCP Helps better secure critical assets in their organizations Serves as a complement to the SSCP Study Guide for certification candidates The Official (ISC)2 SSCP CBK Reference is an essential resource for SSCP-level professionals, SSCP candidates and other practitioners involved in cybersecurity.
    Note: Online resource; Title from title page (viewed December 5, 2019) , Mode of access: World Wide Web.
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  • 45
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    ISBN: 9781119598046
    Language: English
    Pages: 1 online resource (272 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: An unprecedented guide to successfully start or grow a microbrewery or craft brewery in a much more competitive world. Opening a microbrewery starts with, of course, making great beer. But that is just the beginning. Today’s sophisticated patrons are offered an ever-increasing array of options. It’s so much more than beer nowadays. Yes, great beer is essential, but to attract and hold on to a loyal customer base, you must create a sense of place. Do your research. Understand financing and cash flow. Know how to measure your success. A successful, well-run microbrewery knows how to hire the right employees—employees that will spread word of your business to friends, family, even total strangers, both on and off the clock. Marketing, branding, customer experience; they all matter. There are so many factors that directly and indirectly contribute to success, it may at times be overwhelming. The Microbrewery Handbook offers an extraordinary look at all of the facets of success in the industry. No matter if you are thinking about starting a new venture or are already operating your own microbrewery, this valuable book offers real-world advice and proven strategies to help you thrive in the competitive micro and craft brewing industry. Focused on practical guidance, author D.C. Reeves distills his experience founding Perfect Plain Brewing Company in Pensacola, Florida into an engaging, up-to-date resource for microbrewers everywhere. Clearly showing readers what works in the industry and, just as importantly, what doesn’t work, The Microbrewery Handbook: Helps you create unique, memorable experiences for your customers, your employees, and your city Includes coverage of the financial aspects of building and growing your business, such as banking, investment, and debt Shows you how to transform your business into a community anchor Offers suggestions on building an entire culture around your brand that promotes positivity and attracts the right kind of attention Shares personal stories and advice from a successful microbrew entrepreneur Includes interviews and insight with industry experts as well as owners of some of the nation’s elite craft breweries including Sam Calagione of Dogfish Head, Jeffrey Stuffings of Jester King, and Doug Resier of Burial Brewing The Microbrewery Handbook: Craft, Brew, and Build Your Own Microbrewery Success is an indispensable, first-of-its-kind book for anyone in the micro and craft brewing industry.
    Note: Online resource; Title from title page (viewed November 26, 2019) , Mode of access: World Wide Web.
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  • 46
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Sriram Subramanian - Head of Data Sciences at Condé Nast At Conde Nast, we have several AI/ML solutions spanning multiple business areas of the company: advertising, subscriptions, audience engagement and personalization. These solutions use different methodologies, software libraries and run in an automated manner. To manage all of this, we have developed our own purpose built AI infrastructure to support enterprise wide ML/AI applications. We will also cover a couple of applications that leverage this infrastructure and their business impact.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 47
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838828103
    Language: English
    Pages: 1 online resource (698 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Design and implement professional-level programs by leveraging modern data structures and algorithms in Rust Key Features Improve your productivity by writing more simple and easy code in Rust Discover the functional and reactive implementations of traditional data structures Delve into new domains of Rust, including WebAssembly, networking, and command-line tools Book Description Rust is a powerful language with a rare combination of safety, speed, and zero-cost abstractions. This Learning Path is filled with clear and simple explanations of its features along with real-world examples, demonstrating how you can build robust, scalable, and reliable programs. You'll get started with an introduction to Rust data structures, algorithms, and essential language constructs. Next, you will understand how to store data using linked lists, arrays, stacks, and queues. You'll also learn to implement sorting and searching algorithms, such as Brute Force algorithms, Greedy algorithms, Dynamic Programming, and Backtracking. As you progress, you'll pick up on using Rust for systems programming, network programming, and the web. You'll then move on to discover a variety of techniques, right from writing memory-safe code, to building idiomatic Rust libraries, and even advanced macros. By the end of this Learning Path, you'll be able to implement Rust for enterprise projects, writing better tests and documentation, designing for performance, and creating idiomatic Rust code. This Learning Path includes content from the following Packt products: Mastering Rust - Second Edition by Rahul Sharma and Vesa Kaihlavirta Hands-On Data Structures and Algorithms with Rust by Claus Matzinger What you will learn Design and implement complex data structures in Rust Create and use well-tested and reusable components with Rust Understand the basics of multithreaded programming and advanced algorithm design Explore application profiling based on benchmarking and testing Study and apply best practices and strategies in error handling Create efficient web applications with the Actix-web framework Use Diesel for type-safe database interactions in your web application Who this book is for If you are already familiar with an imperative language and now want to progress from being a beginner to an intermediate-level Rust programmer, this Learning Path is for you. Developers who are already familiar with Rust and want to delve deeper into the essential data structures and algorithms i...
    Note: Online resource; Title from title page (viewed May 22, 2019) , Mode of access: World Wide Web.
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  • 48
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    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:
    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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  • 49
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    ISBN: 9781119430230
    Language: English
    Pages: 1 online resource (288 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Fuel yourself and others with positive energy—inspirational quotes and encouraging messages to live by from bestselling author, Jon Gordon. Ever since he wrote the mega bestseller The Energy Bus , Jon Gordon has been sharing inspirational messages and encouragement via his talks, books, and social media posts. After many requests to create a collection of his quotes, Jon teamed up with his long-time friend, Daniel Decker, to create Stay Positive . Stay Positive is more than a book of positive quotes. This book is a resource you can turn to each day for encouragement to help you take on your daily challenges, pursue your goals and dreams, and create positive momentum in your life. The power of positive thoughts is not about being Pollyanna Positive; it’s the real stuff that makes a proven difference in your perspective and life. After all, we don’t give up because it’s hard; we give up because we get discouraged. By fueling yourself with encouragement and positive energy, you’ll have greater power to overcome negativity, neutralize the naysayers, and conquer adversity. Stay Positive is more than a phrase. It’s an approach to life that says when you get knocked down, you'll get back up and find a way forward one faithful step and optimistic day at a time. Start your day with a message from the book, or pick it up anytime you need a mental boost. You can start from the beginning, or open the book to any page and find a message that speaks to you. However you decide to use Stay Positive , it’s a go-to resource for anyone wanting to inject a healthy dose of positivity into their life.
    Note: Online resource; Title from title page (viewed December 5, 2019) , Mode of access: World Wide Web.
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  • 50
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    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    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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  • 51
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    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    ISBN: 9781000701418
    Language: English
    Pages: 1 online resource (224 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Revisiting Postmodernism offers an engaging, wide-ranging and highly illustrated account of postmodernism in architecture from its roots in the 1940s to its ongoing relevance today. This book invites readers to see Postmodernism in a new light: not just a style but a cultural phenomenon that embraces all areas of life and thrives on complexity and pluralism, in contrast to the strait-laced, single-style, top-down inclination of its predecessor, Modernism. While focusing on architecture, this book also explores aspects such as urban masterplanning, furniture design, art and literature. Looking at Postmodernism through the lens of examples from around the world, each chapter explores the movement in the UK on the one hand, and its international counterparts on the other, reflecting on the historical movement but also how postmodernism influences practices today. This book offers the insider’s view on postmodernism by the author, a recognised pioneer in the field of postmodern architecture and a prestigious and authoritative participant in the postmodern movement.
    Note: Online resource; Title from title page (viewed June 28, 2019) , Mode of access: World Wide Web.
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  • 52
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838985295
    Language: English
    Pages: 1 online resource (104 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Take the strategic and systematic approach to analyze data to solve business problems Key Features Gain detailed information about the theory of data science Augment your coding knowledge with practical data science techniques for efficient data analysis Learn practical ways to strategically and systematically use data Book Description Principles of Strategic Data Science is created to help you join the dots between mathematics, programming, and business analysis. With a unique approach that bridges the gap between mathematics and computer science, this book takes you through the entire data science pipeline. The book begins by explaining what data science is and how organizations can use it to revolutionize the way they use their data. It then discusses the criteria for the soundness of data products and how to best visualize information. As you progress, you'll discover the strategic aspects of data science by learning the five-phase framework that enables you to enhance the value you extract from data. The final chapter of the book discusses the role of a data science manager in helping an organization take the data-driven approach. By the end of this book, you'll have a good understanding of data science and how it can enable you to extract value from your data. What you will learn Get familiar with the five most important steps of data science Use the Conway diagram to visualize the technical skills of the data science team Understand the limitations of data science from a mathematical and ethical perspective Get a quick overview of machine learning Gain insight into the purpose of using data science in your work Understand the role of data science managers and their expectations Who this book is for This book is ideal for data scientists and data analysts who are looking for a practical guide to strategically and systematically use data. This book is also useful for those who want to understand in detail what is data science and how can an organization take the data-driven approach. Prior programming knowledge of Python and R is assumed.
    Note: Online resource; Title from title page (viewed June 3, 2019) , Mode of access: World Wide Web.
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  • 53
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    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    ISBN: 9781000701494
    Language: English
    Pages: 1 online resource (208 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The new CDM regulations came into force on 6th April 2015 changing the face of pre-construction health and safety management on construction projects, large and small. This handbook provides a comprehensive road map to undertaking the new Principal Designer role brings pre-construction health and safety risk management into the hands of architects and other designers. Offering authoritative and straightforward guidance to carrying out these tasks, it also uses case studies and checklists to demonstrate how this can be done quickly and efficiently.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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  • 54
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    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    ISBN: 9781119605515
    Language: English
    Pages: 1 online resource (448 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Go beyond one-click filters with Photoshop Elements 2020 Photoshop Elements offers the tools to make quick, simple fixes to photos or to turn your images into completely different pieces of art. Digital imaging pros Barbara Obermeier and Ted Padova walk you step-by-step through the tools that help you take control of this powerful software. Discover simple one-click fixes that repair the most basic photo problems then dive into creative editing and adding artistic touches. You'll also find tips on shooting better photos and managing common photo projects. Apply instant edits to your digital images Improve lighting and add some color pops Discover artistic filters that push your creativity Create a frame-worthy print This fun guide is here to provide help to photographers and designers who prefer the latest version of the lighter, less-expensive version of Photoshop.
    Note: Online resource; Title from title page (viewed November 12, 2019) , Mode of access: World Wide Web.
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  • 55
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    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    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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  • 56
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    [Erscheinungsort nicht ermittelbar] : Wiley-Scrivener | Boston, MA : Safari
    ISBN: 9781118414101
    Language: English
    Pages: 1 online resource (234 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Economic growth and rising levels of consumption in developing and developed countries has been observed as being deeply coupled with natural resource usage and material consumption. The increasing need for natural resources has raised concerns regarding issues such as resource scarcity, undesirable environmental impacts due to material extraction, primary production, and suboptimal product disposal, and social or political tensions. Product End-of-Life (EoL) options, such as reusing or recycling, attempt to limit or reduce the amount of waste sent to a landfill, providing strategic means to decouple the link between economic growth and resource usage. These EoL options have the potential to close material loops, further utilizing wastes as resources, reducing environmental impacts, conserving natural resources, reducing material prices, and providing job opportunities in developing countries. Remanufacturing, on the other hand, is a unique EoL option due to increasing the number of life cycles of a product before final disposal. First, recurring environmental benefits, such as emission and raw material extraction avoidance are obtained with each additional product life cycle. Second, individual resource efficiency yields increase through product remanufacture. Resource efficiency or, using more with less will continue to compound with each additional life cycle. Third, recirculating products decreases the demand and dependency for primary resource production, further closing the material loop and creating a more circular economy. In addition, remanufacturing can initiate more preferable EoL options such as recovery, recycling, and waste reduction. While remanufacturing offers numerous benefits, there is significant lack of literature and books covering the fundamentals of operations, technologies and business models. The proposed book will provide in-depth coverage of remanufacturing fundamentals and its strong link to circular economy and resource efficiency.
    Note: Online resource; Title from title page (viewed November 12, 2019) , Mode of access: World Wide Web.
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  • 57
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    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    ISBN: 9781000702699
    Language: English
    Pages: 1 online resource (176 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This book incorporates UK and international case studies and essays to identify the overlaps in the interests of energy and building conservation. The relevance and adjustments of qualitative and quantitative frames of reference are introduced, alongside the various expertise of the contributors: architects, designers, conservation consultants and academics. The second part of the book showcases sustainable domestic and non-domestic heritage projects, translating the preceding research into information that practitioners can use in their everyday work. The book will appeal to architecture students, newly qualified professionals and conservation architects and will enhance readers’ ambitions, so that they feel equipped and inspired to work with old buildings sensitively, creatively and sustainably.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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  • 58
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    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    ISBN: 9781119630999
    Language: English
    Pages: 1 online resource (336 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The ultimate playbook for using artificial intelligence to communicate effectively, build teams, and win customers Not long ago, we imagined a hyper-connected world full of trust and openness—a world where effortless communication would bring about a new understanding between people everywhere. Judging from our current environment, this vision of the future may have been overly optimistic. With infinite channels and countless voices flooding them with messages, most people have become highly skeptical and guarded by necessity. As a result, communication is much harder than ever before. Despite the unprecedented connectivity enabled by modern technology, we are far less likely to trust and to invest the time needed to build strong relationships. How can we use technology to reverse this trend? A groundbreaking new branch of artificial intelligence—Personality AI—may be the answer. Combining traditional machine learning, data analytics, and behavioral psychology, Personality AI helps professional communicators tear down walls, establish trust with their audiences, and utilize data to build meaningful relationships, strengthen empathy, and win more customers. Predicting Personality is a practical, real-world playbook for any individual or business whose success hinges on the ability to communicate effectively and build teams. Authors Drew D’Agostino and Greg Skloot—CEO and President, respectively, of Crystal, the app that tells you anyone's personality—show you how businesses can leverage Personality AI and machine learning to grow faster and communicate more effectively than was previously possible. This reader-friendly guide teaches you what Personality AI is, how it works, and demonstrates its practical applications in both life and business. This book: ● Explains how to understand personality types in various contexts, including sales, recruiting, coaching ● Provides guidelines for using personality data to learn and execute ● Explores ethics and compliance considerations surrounding the use of Personality AI ● Offers valuable insights from a leader in the business applications of Personality AI Predicting Personality: Using AI to Understand People and Win More Business is a must-have guide for C-suite executives, sales and marketing professionals, coaches, recruiters, and business owners.
    Note: Online resource; Title from title page (viewed November 19, 2019) , Mode of access: World Wide Web.
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  • 59
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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  • 60
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    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    ISBN: 9781119596578
    Language: English
    Pages: 1 online resource (448 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: An expert guide for IT administrators needing to create and manage a public cloud and virtual network using Microsoft Azure With Microsoft Azure challenging Amazon Web Services (AWS) for market share, there has been no better time for IT professionals to broaden and expand their knowledge of Microsoft’s flagship virtualization and cloud computing service. Microsoft Azure Infrastructure Services for Architects: Designing Cloud Solutions helps readers develop the skills required to understand the capabilities of Microsoft Azure for Infrastructure Services and implement a public cloud to achieve full virtualization of data, both on and off premise. Microsoft Azure provides granular control in choosing core infrastructure components, enabling IT administrators to deploy new Windows Server and Linux virtual machines, adjust usage as requirements change, and scale to meet the infrastructure needs of their entire organization. This accurate, authoritative book covers topics including IaaS cost and options, customizing VM storage, enabling external connectivity to Azure virtual machines, extending Azure Active Directory, replicating and backing up to Azure, disaster recovery, and much more. New users and experienced professionals alike will: Get expert guidance on understanding, evaluating, deploying, and maintaining Microsoft Azure environments from Microsoft MVP and technical specialist John Savill Develop the skills to set up cloud-based virtual machines, deploy web servers, configure hosted data stores, and use other key Azure technologies Understand how to design and implement serverless and hybrid solutions Learn to use enterprise security guidelines for Azure deployment Offering the most up to date information and practical advice, Microsoft Azure Infrastructure Services for Architects: Designing Cloud Solutions is an essential resource for IT administrators, consultants and engineers responsible for learning, designing, implementing, managing, and maintaining Microsoft virtualization and cloud technologies.
    Note: Online resource; Title from title page (viewed October 29, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    ISBN: 9781119607793
    Language: English
    Pages: 1 online resource (432 pages)
    Edition: 8th edition
    Keywords: Electronic books ; local
    Abstract: Get to know and love your MacBook better than ever! So sleek, so cool. From the moment you slid it from the box, you wanted to learn as much as you possibly could about your new device. Whether you’re a newbie or a Mac veteran, you’ll find all you need right here—from initial set-up and customization to working with iCloud and the latest macOS features and apps—making it easy for you to accomplish everything you want with your MacBook. Mac guru Mark L. Chambers is your friendly expert guide, walking you through the all the basics, including desktop navigation, file storage and security, and general maintenance, before showing you the more creative stuff like music and iMovie, as well as how to troubleshoot with ease. In this revised edition, he’s also included extensive updates on the latest generation of MacBooks, letting you know what’s changed and how you can use the most recent apps for enhancing your professional and creative output. Explore the latest macOS Increase your productivity and creativity with the newest apps Be an artist with Photos and iMovie Easily use your MacBook on the go, from work, to school, to client sites Whatever cool thing you want to do with your MacBook, this book makes it easy to make it even cooler—so get started today!
    Note: Online resource; Title from title page (viewed November 12, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Launched 10 years ago, the BBC's iPlayer on TV has become the largest iPlayer platform. David Buckhurst and Ross Wilson explore the evolution of the BBC's TV application architecture, from the early days courting different native technologies to the development of an open source library and standards-based platform that supports multiple BBC applications across thousands of TVs.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    ISBN: 9781119584704
    Language: English
    Pages: 1 online resource (608 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The comprehensive study aide for those preparing for the new Oracle Certified Professional Java SE Programmer I Exam 1Z0-815 Used primarily in mobile and desktop application development, Java is a platform-independent, object-oriented programming language. It is the principal language used in Android application development as well as a popular language for client-side cloud applications. Oracle has updated its Java Programmer certification tracks for Oracle Certified Professional. OCP Oracle Certified Professional Java SE 11 Programmer I Study Guide covers 100% of the exam objectives, ensuring that you are thoroughly prepared for this challenging certification exam. This comprehensive, in-depth study guide helps you develop the functional-programming knowledge required to pass the exam and earn certification. All vital topics are covered, including Java building blocks, operators and loops, String and StringBuilder, Array and ArrayList, and more. Included is access to Sybex's superior online interactive learning environment and test bank—containing self-assessment tests, chapter tests, bonus practice exam questions, electronic flashcards, and a searchable glossary of important terms. This indispensable guide: Clarifies complex material and strengthens your comprehension and retention of key topics Covers all exam objectives such as methods and encapsulation, exceptions, inheriting abstract classes and interfaces, and Java 8 Dates and Lambda Expressions Explains object-oriented design principles and patterns Helps you master the fundamentals of functional programming Enables you to create Java solutions applicable to real-world scenarios There are over 9 millions developers using Java around the world, yet hiring managers face challenges filling open positions with qualified candidates. The OCP Oracle Certified Professional Java SE 11 Programmer I Study Guide will help you take the next step in your career.
    Note: Online resource; Title from title page (viewed December 5, 2019) , Mode of access: World Wide Web.
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  • 65
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    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    ISBN: 9781000701425
    Language: English
    Pages: 1 online resource (272 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This book is a celebration of good new design for old buildings and the SPAB philosophy that good new architecture can sit happily alongside old and is preferable to pastiche. Endorsing the value of architects who are engaged to work in the historic environment, this book explores design, materials and technical considerations in creating the best low energy, ecological and sustainable retrofits. It has never been more important to understand how old buildings can be adapted to make them useful and sustainable in the future. Showcasing the best examples of imaginative design and best practice, this book illustrates how old buildings can be made sustainable through the best new design and puts these design exemplars into a historical and philosophical context. With illustrative case studies and interviews throughout, including formal buildings, churches, domestic buildings, commercial, industrial and agricultural from all periods in the UK, New Design for Old Buildings provides essential guidance on good, imaginative new design for old buildings.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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  • 66
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    [Erscheinungsort nicht ermittelbar] : Wiley-ISTE | Boston, MA : Safari
    ISBN: 9781786304629
    Language: English
    Pages: 1 online resource (250 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Scientific research uses concepts (or constructs) and requires means to measure them. Often latent, abstract and not directly observable, these concepts demand special attention. When facing problems related to their operationalization, considerable efforts are required to construe measures that effectively represent the phenomena studied. Measurement in Marketing presents a wide range of ideas to help researchers in the selection, design and validation of measurements of constructs. It analyzes the provisions that must be implemented to allow the transition from a latent conceptual construct to an operational level close to reality, and thus to make possible a fluid, reliable and valid reading of the phenomena observed. This instructive book guides readers through all stages of the implementation of a measure. It is intended for a wide audience, offering examples, summary tables and boxes in order to emphasize the primary information.
    Note: Online resource; Title from title page (viewed December 12, 2019) , Mode of access: World Wide Web.
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  • 67
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    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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  • 68
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    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    ISBN: 9781119570127
    Language: English
    Pages: 1 online resource (1104 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The best-selling Revit guide, now more complete than ever with all-new coverage on the 2020 release Mastering Autodesk Revit 2020 is packed with focused discussions, detailed exercises, and real-world examples to help you get up to speed quickly on the latest version of Autodesk Revit. Organized according to how you learn and implement the software, this book provides expert guidance for all skill levels. Hands-on tutorials allow you to dive right in and start accomplishing vital tasks, while compelling examples illustrate how Revit for Architecture is used in every project. Available online downloads include before-and-after tutorial files and additional advanced content to help you quickly master this powerful software. From basic interface topics to advanced visualization techniques and documentation, this invaluable guide is your ideal companion through the Revit workflow. Whether you're preparing for Autodesk certification exams or just want to become more productive with the architectural design software, practical exercises and expert instruction will get you where you need to be. Understand key BIM and Revit concepts and master the Revit interface Delve into templates, work-sharing, and managing Revit projects Master modeling and massing, the Family Editor, and visualization techniques Explore documentation, including annotation, detailing, and complex structures BIM software has become a mandatory asset in today's architecture field; automated documentation updates reduce errors while saving time and money, and Autodesk's Revit is the industry leader in the BIM software space.
    Note: Online resource; Title from title page (viewed December 5, 2019) , Mode of access: World Wide Web.
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  • 69
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understanding user listening behavior is essential for personalizing music listening experiences on Spotify. Mounia Lalmas explains how Spotify uses machine learning recommenders that take into account what and how users consume playlists and the rich diversity of playlist experiences.
    Note: Online resource; Title from title screen (viewed September 16, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Shaoshan Liu explains how PerceptIn built a reliable autonomous vehicle with a total cost under $10,000.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838822248
    Language: English
    Pages: 1 online resource (466 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Learn dynamic programming with Julia to build apps for data analysis, visualization, machine learning, and the web Key Features Leverage Julia's high speed and efficiency to build fast, efficient applications Perform supervised and unsupervised machine learning and time series analysis Tackle problems concurrently and in a distributed environment Book Description Julia offers the high productivity and ease of use of Python and R with the lightning-fast speed of C++. There's never been a better time to learn this language, thanks to its large-scale adoption across a wide range of domains, including fintech, biotech and artificial intelligence (AI). You will begin by learning how to set up a running Julia platform, before exploring its various built-in types. This Learning Path walks you through two important collection types: arrays and matrices. You'll be taken through how type conversions and promotions work, and in further chapters you'll study how Julia interacts with operating systems and other languages. You'll also learn about the use of macros, what makes Julia suitable for numerical and scientific computing, and how to run external programs. Once you have grasped the basics, this Learning Path goes on to how to analyze the Iris dataset using DataFrames. While building a web scraper and a web app, you'll explore the use of functions, methods, and multiple dispatches. In the final chapters, you'll delve into machine learning, where you'll build a book recommender system. By the end of this Learning Path, you'll be well versed with Julia and have the skills you need to leverage its high speed and efficiency for your applications. This Learning Path includes content from the following Packt products: Julia 1.0 Programming - Second Edition by Ivo Balbaert Julia Programming Projects by Adrian Salceanu What you will learn Create your own types to extend the built-in type system Visualize your data in Julia with plotting packages Explore the use of built-in macros for testing and debugging Integrate Julia with other languages such as C, Python, and MATLAB Analyze and manipulate datasets using Julia and DataFrames Develop and run a web app using Julia and the HTTP package Build a recommendation system using supervised machine learning Who this book is for If you are a statistician or data scientist who wants a quick course in the Julia programming language while building big data applications, this Learning Path is for you. Basic knowledge of m...
    Note: Online resource; Title from title page (viewed May 20, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Mount Sinai Health has moved up the analytics maturity chart to deliver business value in new risk models around population health. Mike Berger explains how Mount Sinai designed a team, built a data factory, and generates the analytics to drive decision-centricity and explores examples of mixing Tableau, SQL, Hive, APIs, Python, and R into a cohesive ecosystem supported by a data factory.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    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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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sports analytics today is more than a matter of analyzing box scores and play-by-play statistics. Faced with detailed on-field or on-court data from every game, sports teams face challenges in data management, data engineering, and analytics. Thomas Miller details the challenges faced by a Major League Baseball team as it sought competitive advantage through data science and deep learning.
    Note: Online resource; Title from title screen (viewed July 15, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Ron Bodkin explains how Google is using AI internally to enhance understanding and experiences for its digital customers and enabling external businesses, such as Spotify and Netflix, to do the same. Along the way, Ron shares examples of deep learning use cases that enable improved recommendations, help companies better understand their customers, and drive engagement in the customer lifecycle.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sid Reddy outlines Conversica’s artificial intelligence approach to creating, deploying, and continuously improving an automated sales assistant that engages in a genuinely human conversation at scale with every one of an organization’s sales leads. Sid shares empirical data to assess how personalized, responsive, and helpful the AI assistant is along with observations on the ability of the assistant to help in increasing sales. You’ll learn how an artificial intelligence assistant can free humans to focus on higher-value activities and even lead businesses to employ more people, not fewer, as a result of implementing AI. Sid covers the development of the system, which has been trained using state-of-the-art machine learning algorithms over linguistic features computed from millions of real conversations between leads and clients and explains why the assistant is successful in increasing sales, improving marketing, and gathering critical business intelligence.
    Note: Online resource; Title from title screen (viewed June 24, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The use of data throughout Cerner had taxed the company's legacy operational data store, data warehouse, and enterprise reporting pipeline to the point where it would no longer scale to meet needs. Jennifer Lim explains how Cerner modernized its corporate data platform with the use of a hybrid cloud architecture.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    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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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Cade Thacker and Jermaine Davis explain how The Home Depot built a culture of open source development. Along the way, they share perspectives on the coding, tooling, and processes that built institutional inertia to move the company into a position to disrupt retail.
    Note: Online resource; Title from title screen (viewed August 5, 2019) , Mode of access: World Wide Web.
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    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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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Christopher Nguyen shares lessons learned implementing multiple AI commercial projects at Panasonic. Along the way, Christopher discusses a number of use cases at various stages of implementation maturity and explains what AI really means today in enterprise products, where the key opportunities are, their impact, and key success factors in the adoption of AI across the enterprise.
    Note: Online resource; Title from title screen (viewed August 5, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    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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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: I love open source. You love open source. But your company doesn't get why it's a Very Good Thing™ and won't let you participate. Daniel Ruggeri explains how some open source-loving engineers at Mastercard were able to create a program and change the tone about open source in the enterprise.
    Note: Online resource; Title from title screen (viewed August 12, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sam Helmich explains how data science can benefit from borrowing Agile principles. These benefits are compounded by structuring the team roles in such a manner to enable success without relying on employing full stack expert “unicorns.”
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    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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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Software architects and enterprise architects work with a variety of roles, and often the deep technical work is performed by other application architects or solutions architects. Maggie Carroll shares useful skills and actionable techniques for creating a new architecture function and leading other architects in developing a system of systems.
    Note: Online resource; Title from title screen (viewed July 22, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    ISBN: 9781000701357
    Language: English
    Pages: 1 online resource (224 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The Competition Grid: Experimenting With and Within Architecture Competitions is a comprehensive review of architectural competitions. Each section features international research overviews as well as lively discussions with experts that draw on first-hand experience of the competition process.
    Note: Online resource; Title from title page (viewed June 27, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    ISBN: 9781000705201
    Language: English
    Pages: 1 online resource (288 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Book Award Finalist for Urban Design Group Awards 2020 Human settlements are the result of a mix of self-organisation and planning. Planners are fighting a losing battle to impose order on chaotic systems. Connections between the process of urban growth and the fields of complexity theory are of increasing importance to planners and urbanists alike; the idea that cities are emergent structures created not by design but from the interplay of relatively simple rules and forces over time. From the the small Tuscan hill town to the megacities of Asia: the struggle between the planned and the unplanned is universal. Based on years of international research, Climax City is a critical exploration of the growth of cities and masterplanning. Challenging the idea that the city can be entirely planned on paper, this book implores you to work with chaos when planning cities. Beautifully illustrated with striking hand-drawn plans of global cities, this is a vital and accessible contribution to urban theory and planning. It’s the perfect title for practitioners and academics across planning and urban design looking to make sense out of chaos.
    Note: Online resource; Title from title page (viewed June 27, 2019) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    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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  • 90
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    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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  • 91
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    ISBN: 9781119212867
    Language: English
    Pages: 1 online resource (300 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Offers a theoretical and practical guide to the communication and navigation of autonomous mobile robots and multi-robot systems This book covers the methods and algorithms for the navigation, motion planning, and control of mobile robots acting individually and in groups. It addresses methods of positioning in global and local coordinates systems, off-line and on-line path-planning, sensing and sensors fusion, algorithms of obstacle avoidance, swarming techniques and cooperative behavior. The book includes ready-to-use algorithms, numerical examples and simulations, which can be directly implemented in both simple and advanced mobile robots, and is accompanied by a website hosting codes, videos, and PowerPoint slides Autonomous Mobile Robots and Multi-Robot Systems: Motion-Planning, Communication and Swarming consists of four main parts. The first looks at the models and algorithms of navigation and motion planning in global coordinates systems with complete information about the robot’s location and velocity. The second part considers the motion of the robots in the potential field, which is defined by the environmental states of the robot's expectations and knowledge. The robot's motion in the unknown environments and the corresponding tasks of environment mapping using sensed information is covered in the third part. The fourth part deals with the multi-robot systems and swarm dynamics in two and three dimensions. Provides a self-contained, theoretical guide to understanding mobile robot control and navigation Features implementable algorithms, numerical examples, and simulations Includes coverage of models of motion in global and local coordinates systems with and without direct communication between the robots Supplemented by a companion website offering codes, videos, and PowerPoint slides Autonomous Mobile Robots and Multi-Robot Systems: Motion-Planning, Communication and Swarming is an excellent tool for researchers, lecturers, senior undergraduate and graduate students, and engineers dealing with mobile robots and related issues.
    Note: Online resource; Title from title page (viewed December 16, 2019) , Mode of access: World Wide Web.
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  • 92
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781838552268
    Language: English
    Pages: 1 online resource (356 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Create end-to-end systems that can power robots with artificial vision and deep learning techniques Key Features Study ROS, the main development framework for robotics, in detail Learn all about convolutional neural networks, recurrent neural networks, and robotics Create a chatbot to interact with the robot Book Description Artificial Vision and Language Processing for Robotics begins by discussing the theory behind robots. You'll compare different methods used to work with robots and explore computer vision, its algorithms, and limits. You'll then learn how to control the robot with natural language processing commands. You'll study Word2Vec and GloVe embedding techniques, non-numeric data, recurrent neural network (RNNs), and their advanced models. You'll create a simple Word2Vec model with Keras, as well as build a convolutional neural network (CNN) and improve it with data augmentation and transfer learning. You'll study the ROS and build a conversational agent to manage your robot. You'll also integrate your agent with the ROS and convert an image to text and text to speech. You'll learn to build an object recognition system using a video. By the end of this book, you'll have the skills you need to build a functional application that can integrate with a ROS to extract useful information about your environment. What you will learn Explore the ROS and build a basic robotic system Understand the architecture of neural networks Identify conversation intents with NLP techniques Learn and use the embedding with Word2Vec and GloVe Build a basic CNN and improve it using generative models Use deep learning to implement artificial intelligence(AI)and object recognition Develop a simple object recognition system using CNNs Integrate AI with ROS to enable your robot to recognize objects Who this book is for Artificial Vision and Language Processing for Robotics is for robotics engineers who want to learn how to integrate computer vision and deep learning techniques to create complete robotic systems. It will prove beneficial to you if you have working knowledge of Python and a background in deep learning. Knowledge of the ROS is a plus.
    Note: Online resource; Title from title page (viewed April 30, 2019) , Mode of access: World Wide Web.
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  • 93
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781789954920
    Language: English
    Pages: 1 online resource (404 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Explore the exciting world of machine learning with the fastest growing technology in the world Key Features Understand various machine learning concepts with real-world examples Implement a supervised machine learning pipeline from data ingestion to validation Gain insights into how you can use machine learning in everyday life Book Description Machine learning—the ability of a machine to give right answers based on input data—has revolutionized the way we do business. Applied Supervised Learning with Python provides a rich understanding of how you can apply machine learning techniques in your data science projects using Python. You'll explore Jupyter Notebooks, the technology used commonly in academic and commercial circles with in-line code running support. With the help of fun examples, you'll gain experience working on the Python machine learning toolkit—from performing basic data cleaning and processing to working with a range of regression and classification algorithms. Once you've grasped the basics, you'll learn how to build and train your own models using advanced techniques such as decision trees, ensemble modeling, validation, and error metrics. You'll also learn data visualization techniques using powerful Python libraries such as Matplotlib and Seaborn. This book also covers ensemble modeling and random forest classifiers along with other methods for combining results from multiple models, and concludes by delving into cross-validation to test your algorithm and check how well the model works on unseen data. By the end of this book, you'll be equipped to not only work with machine learning algorithms, but also be able to create some of your own! What you will learn Understand the concept of supervised learning and its applications Implement common supervised learning algorithms using machine learning Python libraries Validate models using the k-fold technique Build your models with decision trees to get results effortlessly Use ensemble modeling techniques to improve the performance of your model Apply a variety of metrics to compare machine learning models Who this book is for Applied Supervised Learning with Python is for you if you want to gain a solid understanding of machine learning using Python. It'll help if you to have some experience in any functional or object-oriented language and a basic understanding of Python libraries and expressions, such as arrays and dictionaries.
    Note: Online resource; Title from title page (viewed April 27, 2019) , Mode of access: World Wide Web.
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  • 94
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    ISBN: 9781119658665
    Language: English
    Pages: 1 online resource (384 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Get connected with Apple Watch The new and improved Apple Watch does it all—tells time, tracks your fitness, monitors your health, keeps you connected, and so much more! Apple Watch for Dummies covers the latest series and version of Apple Watch, giving you the lowdown on the new WatchOS. You’ll learn how to use all the exciting new features, watch faces, improvements to Siri, and how to customize your Apple Watch to suit your needs! From picking the right watch model and learning the “newbie” basics to must-have apps, troubleshooting, and beyond, this book will help you wrap your head around the Apple Watch! Send and receive text message and e-mails Use Siri to control Apple Watch with your voice Taking advantage of advanced health and fitness features Adjust Apple Watch settings to meet your needs Push Apple Watch to its limits with advanced techniques Whether you’re a beginner or already an Apple Watch veteran, read this book to get a handle on all the features and tools of the latest and greatest Apple Watch.
    Note: Online resource; Title from title page (viewed November 26, 2019) , Mode of access: World Wide Web.
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  • 95
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    ISBN: 9781119628248
    Language: English
    Pages: 1 online resource (352 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Get Your Piece of the Hottest Business Online Today! Affiliate marketing is your route to earning some serious bucks. Thousands of companies both large & small like Amazon, Sears, Best Buy, Overstock, Lowe’s, Priceline & others have programs so you can profit from the thousands of products they offer. Affiliate marketing is ideal for bloggers looking to monetize their work. This is a multibillion-dollar market, and there are 10+ million people involved in the biz worldwide. There’s always room for more because the opportunity keeps growing as more and more companies offer affiliate programs. Affiliate Marketing For Dummies shows you how to get a slice of the pie! Choose the right affiliate product or service for you Find the best affiliate programs for you Find the best affiliate marketing strategies Affiliate Marketing for Dummies is your friendly step-by-step guide to getting in on this moneymaker—big time.
    Note: Online resource; Title from title page (viewed December 12, 2019) , Mode of access: World Wide Web.
    URL: Cover
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  • 96
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Japan, Inc. | Boston, MA : Safari
    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.
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  • 97
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Japan, Inc. | Boston, MA : Safari
    ISBN: 9784873118932
    Language: English , Japanese
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: 今日では多くのWebサービスがRESTアーキテクチャスタイルで実装されています。RESTは2000年にフィールディングの論文で提唱された後に爆発的に普及し洗練されてきました。一方で、本書で紹介するGraphQLは2015年にFacebookによって公開されたRESTとは異なるアプローチのアーキテクチャです。GraphQLの最大の特徴はクエリ言語を用いてデータを操作する点です。クエリ言語の表現力の高さによりクライアントは本当に必要なリクエストを送ることができます。本書ではGraphQLの概要とGraphQLを用いたWebサービスの開発方法を実装例に沿って紹介します。認証やファイルアップロードといった実践的なトピックまで踏み込んだGraphQLの実用的な入門書です。
    Note: Online resource; Title from title page (viewed November 11, 2019) , Mode of access: World Wide Web.
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  • 98
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Focal Press | Boston, MA : Safari
    ISBN: 9780429749551
    Language: English
    Pages: 1 online resource (498 pages)
    Edition: 6th edition
    Keywords: Electronic books ; local
    Abstract: The Art of Voice Acting covers all aspects of the craft and business of performing voiceover. This sixth edition is reorganized and completely updated to include the latest information on how to get started in voiceover, performing techniques, setting up a personal recording space, voiceover demos, the basics of running a voiceover business, working with agents, unions, and much more. Dozens of URL’s are included with additional resources and several chapters include all new scripts written specifically for this edition. Two new chapters include contributions from some of the voiceover world’s top professionals. Additional content can be found on the Voice Acting Academy website at AOVA.VoiceActing.com. This is the perfect tool for aspiring voice performers, radio announcers, and stage and screen actors.
    Note: Online resource; Title from title page (viewed March 25, 2019) , Mode of access: World Wide Web.
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  • 99
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Focal Press | Boston, MA : Safari
    ISBN: 9781000649857
    Language: English
    Pages: 1 online resource (278 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Dance and Light examines the interconnected relationship between movement and design, the fluid partnership that exists between the two disciplines, and the approaches that designers can take to enhance dance performances through lighting design. The book demystifies lighting for the dancer and helps designers understand how the dancer/choreographer thinks about their art form, providing insight into the choreographer’s process and exploring how designers can make the most of their resources. The author shares anecdotes and ideas from an almost 50-year career as a lighting designer, along with practical examples and insights from colleagues, and stresses the importance of clear communication between designers, choreographers, and dancers. Attention is also given to the choreographer who wants to learn what light can do to help enhance their work on stage. Written in short, stand-alone chapters that allow readers to quickly navigate to areas of interest, Dance and Light is a valuable resource for lighting design classes wishing to add a section on dance lighting, as well as for choreography classes who want to better equip young artists for a significant collaborative partnership.
    Note: Online resource; Title from title page (viewed August 28, 2019) , Mode of access: World Wide Web.
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  • 100
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484243985
    Language: English
    Pages: 1 online resource (754 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This open access book is a modern guide for all C++ programmers to learn Threading Building Blocks (TBB). Written by TBB and parallel programming experts, this book reflects their collective decades of experience in developing and teaching parallel programming with TBB, offering their insights in an approachable manner. Throughout the book the authors present numerous examples and best practices to help you become an effective TBB programmer and leverage the power of parallel systems. Pro TBB starts with the basics, explaining parallel algorithms and C++'s built-in standard template library for parallelism. You'll learn the key concepts of managing memory, working with data structures and how to handle typical issues with synchronization. Later chapters apply these ideas to complex systems to explain performance tradeoffs, mapping common parallel patterns, controlling threads and overhead, and extending TBB to program heterogeneous systems or system-on-chips. What You'll Learn Use Threading Building Blocks to produce code that is portable, simple, scalable, and more understandable Review best practices for parallelizing computationally intensive tasks in your applications Integrate TBB with other threading packages Create scalable, high performance data-parallel programs Work with generic programming to write efficient algorithms Who This Book Is For C++ programmers learning to run applications on multicore systems, as well as C or C++ programmers without much experience with templates. No previous experience with parallel programming or multicore processors is required.
    Note: Online resource; Title from title page (viewed July 9, 2019) , Mode of access: World Wide Web.
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