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  • English  (1,872)
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  • Safari, an O’Reilly Media Company.  (1,872)
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  • 1
    Online Resource
    Online Resource
    How Algorithms Can Diversify the Startup Pool (2019)
    [Erscheinungsort nicht ermittelbar] : MIT Sloan Management Review | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (10 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Biases related to gender and other demographic factors creep into decisions about which projects to fund with venture capital. Data-driven approaches can help tease out those biases and limit their impact. Algorithmic methods identify potential instances of discrimination and increase transparency, making it easier to find and fix problems. Aversion to algorithms can be tempered by letting decision makers retain some subjective control over the data-driven process.
    Note: Online resource; Title from title page (viewed August 21, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    Python Machine Learning By Example - Second Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781789616729
    Language: English
    Pages: 1 online resource (382 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Grasp machine learning concepts, techniques, and algorithms with the help of real-world examples using Python libraries such as TensorFlow and scikit-learn Key Features Exploit the power of Python to explore the world of data mining and data analytics Discover machine learning algorithms to solve complex challenges faced by data scientists today Use Python libraries such as TensorFlow and Keras to create smart cognitive actions for your projects Book Description The surge in interest in machine learning (ML) is due to the fact that it revolutionizes automation by learning patterns in data and using them to make predictions and decisions. If you're interested in ML, this book will serve as your entry point to ML. Python Machine Learning By Example begins with an introduction to important ML concepts and implementations using Python libraries. Each chapter of the book walks you through an industry adopted application. You'll implement ML techniques in areas such as exploratory data analysis, feature engineering, and natural language processing (NLP) in a clear and easy-to-follow way. With the help of this extended and updated edition, you'll understand how to tackle data-driven problems and implement your solutions with the powerful yet simple Python language and popular Python packages and tools such as TensorFlow, scikit-learn, gensim, and Keras. To aid your understanding of popular ML algorithms, the book covers interesting and easy-to-follow examples such as news topic modeling and classification, spam email detection, stock price forecasting, and more. By the end of the book, you'll have put together a broad picture of the ML ecosystem and will be well-versed with the best practices of applying ML techniques to make the most out of new opportunities. What you will learn Understand the important concepts in machine learning and data science Use Python to explore the world of data mining and analytics Scale up model training using varied data complexities with Apache Spark Delve deep into text and NLP using Python libraries such NLTK and gensim Select and build an ML model and evaluate and optimize its performance Implement ML algorithms from scratch in Python, TensorFlow, and scikit-learn Who this book is for If you're a machine learning aspirant, data analyst, or data engineer highly passionate about machine learning and want to begin working on ML assignments, this book is for you. Prior knowledge of Python coding is assumed and basic fami...
    Note: Online resource; Title from title page (viewed February 28, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    URL: https://learning.oreilly.com/library/view/-/9781789616729/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    Hands-On Infrastructure Monitoring with Prometheus (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (442 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Build Prometheus ecosystems with metric-centric visualization, alerting, and querying Key Features Integrate Prometheus with Alertmanager and Grafana for building a complete monitoring system Explore PromQL, Prometheus' functional query language, with easy-to-follow examples Learn how to deploy Prometheus components using Kubernetes and traditional instances Book Description Prometheus is an open source monitoring system. It provides a modern time series database, a robust query language, several metric visualization possibilities, and a reliable alerting solution for traditional and cloud-native infrastructure. This book covers the fundamental concepts of monitoring and explores Prometheus architecture, its data model, and how metric aggregation works. Multiple test environments are included to help explore different configuration scenarios, such as the use of various exporters and integrations. You'll delve into PromQL, supported by several examples, and then apply that knowledge to alerting and recording rules, as well as how to test them. After that, alert routing with Alertmanager and creating visualizations with Grafana is thoroughly covered. In addition, this book covers several service discovery mechanisms and even provides an example of how to create your own. Finally, you'll learn about Prometheus federation, cross-sharding aggregation, and also long-term storage with the help of Thanos. By the end of this book, you'll be able to implement and scale Prometheus as a full monitoring system on-premises, in cloud environments, in standalone instances, or using container orchestration with Kubernetes. What you will learn Grasp monitoring fundamentals and implement them using Prometheus Discover how to extract metrics from common infrastructure services Find out how to take full advantage of PromQL Design a highly available, resilient, and scalable Prometheus stack Explore the power of Kubernetes Prometheus Operator Understand concepts such as federation and cross-shard aggregation Unlock seamless global views and long-term retention in cloud-native apps with Thanos Who this book is for If you're a software developer, cloud administrator, site reliability engineer, DevOps enthusiast or system admin looking to set up a fail-safe monitoring and alerting system for sustaining infrastructure security and performance, this book is for you. Basic networking and infrastructure monitoring knowledge will help you understand the concepts covered in ...
    Note: Online resource; Title from title page (viewed May 31, 2019) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781789612349/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    밑바닥부터 시작하는 비트코인 (2019)
    [Erscheinungsort nicht ermittelbar] : Hanbit Media, Inc. | Boston, MA : Safari
    Details
    Language: English , Korean
    Pages: 1 online resource (408 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: 비트코인은 블록체인 기술의 집약체입니다. 이더리움, 이오스 같은 2, 3세대 블록체인은 비트코인을 바탕으로 확장, 발전한 개념입니다. 디앱 개발에서 머무르지 않고 블록체인 개발자로 성장하기 위해서는 ‘비트코인 코어’를 가장 먼저 배워야 합니다. 무한한 상상력을 블록체인 기술로 실현하려면 비트코인 코어의 구성 요소와 작동 원리를 이해하고 구현할 수 있어야 합니다. 이 책은 비트코인 코어의 구성요소를 파이썬으로 직접 구현하면서 비트코인 핵심을 깊이 이해할 수 있습니다. 유한체 기본부터 암호화폐를 이루는 수학과 암호학, 블록, 트랜잭션을 파헤치고 블록체인 결제 시스템까지 확장합니다. 이 책을 마치면 비트코인 코어에 필요한 핵심 요소를 직접 코딩하면서 암호화폐라는 무대 뒤에서 무엇이 어떻게 돌아가는지 알게 됩니다. 트랜잭션을 생성하고 P2P 네트워크에서 데이터를 가져와 네트워크 프로토콜에 따라 트랜잭션을 전파시킬 수 있습니다. 블록체인으로 응용프로그램이나 서비스를 개발하거나 이 분야에 처음 뛰어든 사람은 반드시 읽어야 하는 책입니다
    Note: Online resource; Title from title page (viewed November 1, 2019) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9791162248294/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Deep Learning with Real World Projects (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838985721
    Language: English
    Pages: 1 online resource (1 video file, approximately 20 hr., 49 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Novice to pro in Deep Learning with Hands-on Real-World Projects About This Video Learn to implement machine learning models in Tensor Flow and Keras Complete introduction to advance level concepts in Recurrent Neural Networks (RNN) A Practical course with multiple real-life projects in Deep learning In Detail Deep learning is an artificial intelligence function that mimics the inner workings of the human brain in processing data and creating patterns for use in decision making. Deep learning is a subset of machine learning in artificial intelligence (AI) that has networks of interconnected nodes capable of un-supervised learning from data that is unstructured or unlabelled training data. It also enables representation of data in form of abstract features and classifies them into sub-classes which may be too complex for traditional machine learning models. One of the most common AI techniques used for processing big data is machine learning, a self-adaptive algorithm that gets increasingly better analysis and patterns with experience or with newly added data. As more and more sources of data-generation are coming into picture, the number of file formats is increasing as well. Now, designing one model to merge data from these many sources and extract meaningful insights is not possible with traditional hand-coded programs. While traditional programs build analysis with data in a linear way, the hierarchical function of deep learning systems enables machines to process data with a non-linear approach. While this may sound daunting, Deep Learning algorithms handle such tasks with ease. The scope of implementation in various sectors is just limitless.
    Note: Online resource; Title from title screen (viewed July 12, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
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  • 6
    Online Resource
    Online Resource
    쿠버네티스를 활용한 클라우드 네이티브 데브옵스 (2019)
    [Erscheinungsort nicht ermittelbar] : Hanbit Media, Inc. | Boston, MA : Safari
    Details
    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.
    URL: https://learning.oreilly.com/library/view/-/9791162248249/?ar
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    Online Resource
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  • 7
    Online Resource
    Online Resource
    Keys to Leading Highly Effective Data Science Teams (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Darby Laffoon – Sr Manager, Big Data Platform Engineering at Charles Schwab In this session, we will walk through the various aspects of how to build and manage effective data science teams, and how to navigate the many challenges that come with such an undertaking. While there is no right or wrong, experience tells us that there are a multitude of ways to approach any challenge therein, and that’s where we will focus much of our energy.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
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  • 8
    Online Resource
    Online Resource
    The Open Data Science Platform (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Andy Terrel at Numfocus NumFOCUS currently represents 26 sponsored and 24 affiliated open scientific coding projects. Glancing at them from a distance, one might have to squint a bit to see a pattern emerge. In truth, the community doesn’t mind that at all, out of the variety comes innovation. Beyond the logos and stickers, what is this community actually doing? I present the various projects and argue that we have inadvertently created one of the most successful data science platforms in existence. From this vantage point, I pose some tough questions the community needs to answer: How can we present that platform more fully? How should we organize ourselves to make our work more valuable? How do we avoid a collapse of our communities?
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
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  • 9
    Online Resource
    Online Resource
    Privacy and Algorithmic Fairness (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Manojit Nand – Senior Data Scientist at JPMorgan Chase & Co. Understanding how algorithms can reinforce societal biases has become an important topic in data science. Recent work for auditing models for fairness often requires access to potentially sensitive demographic information, placing algorithmic fairness in conflict with individual privacy. For example, gender recognition technology struggles to recognize the gender of transgender individuals. To develop more accurate models, we require information that could “out” these individuals, putting their social, psychological, and physical safety at risk. We will discuss social science perspectives on privacy and how these paradigms can be incorporated into statistical measures of anonymity. I will emphasize the importance of ensuring safety and privacy of all individuals represented in our data, even at the cost of model fairness.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
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  • 10
    Online Resource
    Online Resource
    Rocky Journey to AI Adoption (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by 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.
    URL: lizenzpflichtig
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  • 11
    Online Resource
    Online Resource
    How to Automate Pricing with Machine Learning : Challenges and Learnings Jennifer Est (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Jennifer Esteche, Machine Learning Research Engineer at Tryolabs Determining prices for retail products manually is an extremely time-consuming process and leads to neither cost-effective nor consistent pricing. In this talk, we will introduce you to the tremendous potential of machine learning for automated pricing. We will share our learnings from building a machine learning system able to determine prices based on product metadata and images, implemented by a large online consignment marketplace. As a result, the company prices more than half of the products in their catalog automatically. You will learn what kind of data is valuable for an automated pricing system, what machine learning models can be used, some major challenges in building an intelligent pricing system and how to overcome them. Further, we will explore opportunities on how retailers can use machine learning for optimizing their prices for revenue.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
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  • 12
    Online Resource
    Online Resource
    Data Science That Works, Building Impactful Products for Media Clients (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Lauren Lombardo - Senior Data Scientist at Nielsen Products underpinned by traditional statistical methods, big data, and artificial intelligence increasingly provide new and unique insight into the rapidly growing media landscape. How can you make sure that your product will have the impact that you expect it to? What factors do you need to consider when developing a product to ensure that the tool is understood by the market and used appropriately? To what extent is this the concern of a data scientist? This talk will discuss how these questions apply to those hoping to deliver data-oriented insight to the media and entertainment industry.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
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  • 13
    Online Resource
    Online Resource
    Challenges in Machine Learning from Model Building to Deployment at Scale (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Anupama Joshi Companies are moving towards AI/Machine learning very fast. Data scientist are building models and training models. But challenges come when deploying models in production. How to maintain multiple models? Creating a common platform that allows model management and deployment easily and reliably is becoming a necessity for organizations to accelerate product development. In this talk, I will talk about the challenges faced and the solutions used to make this process easy.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 14
    Online Resource
    Online Resource
    Literate Statistical Programming is not Just About Reproducibility (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by John Peach, Sr Data Scientist at Amazon Alexa Science is facing a crisis around reproducibility and data science is not immune. Literate Statistical Programming is a workflow that binds the code used in an analysis to the interpretation of the results. While this creates reproducibility it also addresses issues around, auditing, re-usability and allows for rapid iteration and experimentation. This talk will describe a workflow that I have successfully used on small-scale data-sets in start-ups and on Amazon-scale problems in my work on Alexa. The talk will cover the tooling, workflow, and the philosophy you need to master Literate Statistical Programming.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 15
    Online Resource
    Online Resource
    Machine Learning & AI : Demystified for TV Advertising (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Diane Yu, CTO and Cofounder at FreeWheel, Comcast As the leading provider of financial and company data, Bloomberg has access to vast amounts of data on a daily basis. There are two common challenges when working directly with raw data. One is the need to discover and extract data represented in the natural document format that is not machine-readable. Another requirement is validating and ensuring that the data is of high-quality since it is required for building models for predictions, classifications, and various analytics tasks. This talk will cover ways in which data science and machine learning can be used to address these two challenges: (1) ingesting your data by extracting what is contained in natural document format and (2) cleaning your ingested data.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 16
    Online Resource
    Online Resource
    Just Ask : Designing intent driven algos (2019)
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Presented by Anna Schneider, Data Science Manager at Stitch Fix Classic recommender systems are great for answering the question “what does a user want in general?”. However, they only get you partway to an answer to “what does a user want right now?”. To close the gap, it helps to capture and act on real-time user intent. I’ll share two examples of this paradigm, and the resulting changes to our algorithms and architectures at Stitch Fix.
    Note: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 17
    Online Resource
    Online Resource
    Open source at The Home Depot (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this session, Angie Brown, VP of Store Technology at The Home Depot, will showcase how this leading do-it-yourself retailer is hammering the application of open source technology to build their award-winning customer experiences across their interconnected environment. You’ll hear how they use open source for their OS in stores, online search, order management, analytics and more.
    Note: Online resource; Title from title screen (viewed June 10, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 18
    Online Resource
    Online Resource
    Observability at Google (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Google has been doing microservices observability for more than a decade. Jaana Burcu Dogan outlines key approaches in instrumenting Google's services, shares best practices and lessons learned related to patterns, UX, performance, and security, and discusses the company's recent work to open-source its internal stack.
    Note: Online resource; Title from title screen (viewed September 16, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 19
    Online Resource
    Online Resource
    ZEDlife (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000701289
    Language: English
    Pages: 1 online resource (208 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The argument for low-cost, zero-energy, zero-waste architecture has never been timelier, while the mainstream has largely abandoned or neglected this agenda: in the UK the recent mandatory zero-carbon performance targets for new homes have been postponed or forgotten at a time when thousands of new homes will be built, and there is already a shortage of electric generating capacity. This book offers a forceful challenge to the current addiction to overconsumption of natural capital and energy, and provides workable, sustainable solutions for zero-carbon, zero-waste design.
    Note: Online resource; Title from title page (viewed June 27, 2019) , Mode of access: World Wide Web.
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  • 20
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    Windows Server Administration Fundamentals (2019)
    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    Details
    ISBN: 9781119650652
    Language: English
    Pages: 1 online resource (400 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Did you know, 91% of hiring managers consider certification as part of their hiring requirements? IT Professionals who are new to the industry need a strong foundational understanding of the fundamentals before moving on towards more challenging technology certifications. This book covers everything you need to know about understanding how to manage windows servers and storage along with monitoring and troubleshooting servers as well. Written to the Windows Server Administration Fundamentals MTA Certification, it is a recommended entry point into IT certification. This book covers the basics of Windows Server Administration. Each chapter closes with a quiz to make sure you can practice exam questions and test your knowledge begore moving to the next section. We start by discussing what a server is and does by providing an in-depth overview including installation of Windows Server 2016. There are sections dedicated to the following: Preforming configurations and managing your Windows Server, by configuring your IP address settings and managing devices and device drivers. Managing your storage, by identifying storage technologies, understanding disk structure, and using disk management tools. Monitoring and troubleshooting servers, by managing information technology, and understanding performance, backups and preforming server repair. Overview of popular Windows network services and applications, like understanding remote access, server virtualization, and introducing remote administration. IT Professionals looking to understand more about Windows Server Administration will gain he knowledge to effectively install and manage a Windows Server including basic troubleshooting. Thanks to some troubleshooting tools and tops it will be easier to apply the skills in real world situations and feel confident when taking the certification.
    Note: Online resource; Title from title page (viewed November 19, 2019) , Mode of access: World Wide Web.
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  • 21
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    Machine Learning and Big Data with kdb+/q (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119404750
    Language: English
    Pages: 1 online resource (640 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Upgrade your programming language to more effectively handle high-frequency data Machine Learning and Big Data with KDB+/Q offers quants, programmers and algorithmic traders a practical entry into the powerful but non-intuitive kdb+ database and q programming language. Ideally designed to handle the speed and volume of high-frequency financial data at sell- and buy-side institutions, these tools have become the de facto standard; this book provides the foundational knowledge practitioners need to work effectively with this rapidly-evolving approach to analytical trading. The discussion follows the natural progression of working strategy development to allow hands-on learning in a familiar sphere, illustrating the contrast of efficiency and capability between the q language and other programming approaches. Rather than an all-encompassing “bible”-type reference, this book is designed with a focus on real-world practicality ­to help you quickly get up to speed and become productive with the language. Understand why kdb+/q is the ideal solution for high-frequency data Delve into “meat” of q programming to solve practical economic problems Perform everyday operations including basic regressions, cointegration, volatility estimation, modelling and more Learn advanced techniques from market impact and microstructure analyses to machine learning techniques including neural networks The kdb+ database and its underlying programming language q offer unprecedented speed and capability. As trading algorithms and financial models grow ever more complex against the markets they seek to predict, they encompass an ever-larger swath of data ­– more variables, more metrics, more responsiveness and altogether more “moving parts.” Traditional programming languages are increasingly failing to accommodate the growing speed and volume of data, and lack the necessary flexibility that cutting-edge financial modelling demands. Machine Learning and Big Data with KDB+/Q opens up the technology and flattens the learning curve to help you quickly adopt a more effective set of tools.
    Note: Online resource; Title from title page (viewed December 31, 2019) , Mode of access: World Wide Web.
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  • 22
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    Think Like a Startup, 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9780730381969
    Language: English
    Pages: 1 online resource (240 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Reboot your entrepreneurial spirit and excel in the digital age The days of being locked into a single career for life are long gone. It's time to reinvent yourself, transform your life and work the new economy for everything it's worth. With the industrial age quickly vanishing in the rearview mirror, Think Like a Startup is your instruction manual for hacking your mind and acquiring the skills to take control of your life and fortunes in the digital age. Inspirational, subversive, and with a wealth of insightful guidance, Think Like a Startup will help you to break from a lifetime of legacy programming and take full advantage of the technology revolution.
    Note: Online resource; Title from title page (viewed November 25, 2019) , Mode of access: World Wide Web.
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  • 23
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    Introduction to Stochastic Processes and Simulation (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley-ISTE | Boston, MA : Safari
    Details
    ISBN: 9781786304841
    Language: English
    Pages: 1 online resource (310 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Mastering chance has, for a long time, been a preoccupation of mathematical research. Today, we possess a predictive approach to the evolution of systems based on the theory of probabilities. Even so, uncovering this subject is sometimes complex, because it necessitates a good knowledge of the underlying mathematics. This book offers an introduction to the processes linked to the fluctuations in chance and the use of numerical methods to approach solutions that are difficult to obtain through an analytical approach. It takes classic examples of inventory and queueing management, and addresses more diverse subjects such as equipment reliability, genetics, population dynamics, physics and even market finance. It is addressed to those at Master's level, at university, engineering school or management school, but also to an audience of those in continuing education, in order that they may discover the vast field of decision support.
    Note: Online resource; Title from title page (viewed December 12, 2019) , Mode of access: World Wide Web.
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    The Customer Catalyst (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119575085
    Language: English
    Pages: 1 online resource (400 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: How organisations can drive growth in the Customer Economy The Digital Revolution has changed the business landscape in remarkable ways and will continue to do so. Organisations across industries and around the world are being disrupted and digitised at increasing pace – putting far more power in the hands of both customers and end-consumers. The traditional inside-out, functionally-siloed business model, typical of the product and sales-led growth era is over. The Customer Catalyst shows how organisations can put customers truly at the heart of their business and catalyse genuine, sustainable growth. Future business models are no longer about functions – they are beginning to revolve around customers. Customer-led companies will, over time, unpack their static functional activities and transform their structure. Customer advocates already wield massive influence in a customer’s buying process, and this is only set to increase. This is already changing the role and nature of business functions and Sales is no longer seen as the only source of growth. The Customer Economy is placing greater demands on businesses and offers greater rewards to the businesses that meet and exceed customer expectations. This invaluable book will enable readers to: Lead their organisations to more profitable and sustainable growth Transform their organisations to become truly customer-centric with the C-change growth engine Explore in-depth stories from leaders of companies such as Zoom, Signify, Starling Bank, Ritz Carlton, Microsoft and Finastra with frank advice and practical steps to achieve success Help their companies adapt to, and profit from, the new realities of the Customer Economy Gain important insights from business leaders on best practice in key customer-centric growth areas The Customer Catalyst shows businesses how to survive the transition to the Customer Economy, transform to align around today’s dynamic customer needs, and ultimately, drive sustainable business growth.
    Note: Online resource; Title from title page (viewed December 16, 2019) , Mode of access: World Wide Web.
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  • 25
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    The Complete Kubernetes Guide (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838647346
    Language: English
    Pages: 1 online resource (628 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Design, deploy, and manage large-scale containers using Kubernetes Key Features Gain insight into the latest features of Kubernetes, including Prometheus and API aggregation Discover ways to keep your clusters always available, scalable, and up-to-date Master the skills of designing and deploying large clusters on various cloud platforms Book Description If you are running a number of containers and want to be able to automate the way they're managed, it can be helpful to have Kubernetes at your disposal. This Learning Path guides you through core Kubernetes constructs, such as pods, services, replica sets, replication controllers, and labels. You'll get started by learning how to integrate your build pipeline and deployments in a Kubernetes cluster. As you cover more chapters in the Learning Path, you'll get up to speed with orchestrating updates behind the scenes, avoiding downtime on your cluster, and dealing with underlying cloud provider instability in your cluster. With the help of real-world use cases, you'll also explore options for network configuration, and understand how to set up, operate, and troubleshoot various Kubernetes networking plugins. In addition to this, you'll gain insights into custom resource development and utilization in automation and maintenance workflows. By the end of this Learning Path, you'll have the expertise you need to progress from an intermediate to an advanced level of understanding Kubernetes. This Learning Path includes content from the following Packt products: Getting Started with Kubernetes - Third Edition by Jonathan Baier and Jesse White Mastering Kubernetes - Second Edition by Gigi Sayfan What you will learn Download, install, and configure the Kubernetes code base Create and configure custom Kubernetes resources Use third-party resources in your automation workflows Deliver applications as standard packages Set up and access monitoring and logging for Kubernetes clusters Set up external access to applications running in the cluster Manage and scale Kubernetes with hosted platforms on Amazon Web Services (AWS), Azure, and Google Cloud Platform (GCP) Run multiple clusters and manage them from a single control plane Who this book is for If you are a developer or a system administrator with an intermediate understanding of Kubernetes and want to master its advanced features, then this book is for you. Basic knowledge of networking is required to easily understand the concepts explained.
    Note: Online resource; Title from title page (viewed May 20, 2019) , Mode of access: World Wide Web.
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    Systems Engineering in the Fourth Industrial Revolution (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119513896
    Language: English
    Pages: 1 online resource (656 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: An up-to-date guide for using massive amounts of data and novel technologies to design, build, and maintain better systems engineering Systems Engineering in the Fourth Industrial Revolution: Big Data, Novel Technologies, and Modern Systems Engineering offers a guide to the recent changes in systems engineering prompted by the current challenging and innovative industrial environment called the Fourth Industrial Revolution—INDUSTRY 4.0. This book contains advanced models, innovative practices, and state-of-the-art research findings on systems engineering. The contributors, an international panel of experts on the topic, explore the key elements in systems engineering that have shifted towards data collection and analytics, available and used in the design and development of systems and also in the later life-cycle stages of use and retirement. The contributors address the issues in a system in which the system involves data in its operation, contrasting with earlier approaches in which data, models, and algorithms were less involved in the function of the system. The book covers a wide range of topics including five systems engineering domains: systems engineering and systems thinking; systems software and process engineering; the digital factory; reliability and maintainability modeling and analytics; and organizational aspects of systems engineering. This important resource: Presents new and advanced approaches, methodologies, and tools for designing, testing, deploying, and maintaining advanced complex systems Explores effective evidence-based risk management practices Describes an integrated approach to safety, reliability, and cyber security based on system theory Discusses entrepreneurship as a multidisciplinary system Emphasizes technical merits of systems engineering concepts by providing technical models Written for systems engineers, Systems Engineering in the Fourth Industrial Revolution offers an up-to-date resource that contains the best practices and most recent research on the topic of systems engineering.
    Note: Online resource; Title from title page (viewed December 24, 2019) , Mode of access: World Wide Web.
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    How Thomson Reuters is using AI in quantitative finance applications (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: After a slow start, the finance industry is quickly catching up with others in its adoption of AI. Joe Rothermich explains how Thomson Reuters Labs is using AI to perform research in building quantitative investment models and discusses the company's research in deep learning for credit risk, machine learning and NLP for unlocking alternative datasets, and financial graph-based analytics.
    Note: Online resource; Title from title screen (viewed July 15, 2019) , Mode of access: World Wide Web.
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    How The Home Depot develops software with OpenSource (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 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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  • 29
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    How Spotify uses machine learning to personalize the user experience (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 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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    How Netflix enforces authorization policies at scale (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Manish Mehta and Torin Sandall lead a deep dive into how Netflix enforces authorization policies (“who can do what”) at scale in its microservices ecosystem in a public cloud without introducing unreasonable latency in the request path.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    How Microsoft applied human factors ideas to software development (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Jessica DeVita tells the story of how a team at Microsoft challenged themselves to retrospect their retrospectives and shares what they learned about applying human factors ideas to software development.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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  • 32
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    How major league baseball teams are using data science and deep learning for to better predict outcomes and game strategy (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    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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    How General Mills is using data automation to enable decision makers to quickly focus on the metrics that matter and cut through everything else that does not (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Decision makers are busy. Businesses can hire people to analyze data for them, but most companies are resource constrained and can’t hire a small army to look through all their data. Wayde Fleener explains how General Mills implemented automation to enable decision makers to quickly focus on the metrics that matter and cut through everything else that does not.
    Note: Online resource; Title from title screen (viewed July 29, 2019) , Mode of access: World Wide Web.
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  • 34
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    Revit 2020 for Architecture, 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Sybex | Boston, MA : Safari
    Details
    ISBN: 9781119560081
    Language: English
    Pages: 1 online resource (848 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: The updated 2020 edition of the popular step-by-step tutorial for Revit Architecture Shortly after its first publication , Autodesk Revit for Architecture: No Experience Required quickly became the market-leading, real-world guide for learning and building with Revit—the powerful and sophisticated Building Information Modeling (BIM) software used by professionals the world over. Fully updated for Revit 2020, this popular, user-friendly book helps you learn the Revit interface, understand the fundamental concepts and features of the software, and design, document, and present a 3D BIM project. A continuous, step-by-step tutorial guides you through every phase of the project: from placing walls, doors, windows, structural elements, dimensions, and text, to generating documentation, advanced detailing, site grading, construction scheduling, material takeoffs, and much more. Updated and revised to include new content, this invaluable guide covers all the fundamental skills every Revit user needs. Whether used as a complete, start-to-finish lesson or as a quick-reference for unfamiliar tasks, this book will help you: Learn each phase of designing, documenting, and presenting a four-story office building using a simple yet engaging continuous tutorial Follow the tutorial sequentially or jump to any chapter by downloading the project files from the Sybex website Use the start-to-finish tutorial project as a reference for your own real-world projects and to develop a powerful Revit skillset Gain thorough knowledge of Revit’s essential concepts and features to make the move from 2D drafting to 3D building information modeling Get up to speed with advanced features, including new coverage of advanced walls, families, sites, topography, and more Autodesk Revit 2020 for Architecture No Experience Required is the go-to guide for both professionals and students seeking to learn Revit's essential functions quickly and effectively, to understand real workplace projects, processes, and workflows, and to set the stage for continuing on to more advanced skills.
    Note: Online resource; Title from title page (viewed December 5, 2019) , Mode of access: World Wide Web.
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    QuickBooks 2020 For Dummies (2019)
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    Details
    ISBN: 9781119589693
    Language: English
    Pages: 1 online resource (416 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The perennial bestseller—now in a new edition QuickBooks allows small businesses to manage their own accounting and financial management tasks—without needing to hire expensive financial professionals. This perennial bestseller is here to show you step by step how to build the perfect budget, simplify tax return preparation, manage inventory, track job costs, generate statement and financial reports, and every other accounting-related task that crosses your desk. Written by CPA Stephen L. Nelson, it shows you how to get the most out of the software that helps over six million small businesses manage their finances. Handle your financial and business management tasks more effectively Get the most out of QuickBooks’ features Create invoices and memos with ease Pay bills, prepare payroll, and record sales receipts If you use QuickBooks at work—or want to implement it in 2020—this book has you covered.
    Note: Online resource; Title from title page (viewed November 12, 2019) , Mode of access: World Wide Web.
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    Guide to JCT Standard Building Contract 2016 (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000701371
    Language: English
    Pages: 1 online resource (176 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Guide to JCT Standard Building Contract 2016 is a practical guide to the operation and administration of JCT’s SBC 2016 suite of building contracts (SBC/Q, SBC/AQ and SBC/XQ). All of the contracts’ provisions, procedures and conditions are organised and explained by subject, clearly distinguishing the different obligations due to various parties and the contractual issues arising during the course of a job - all backed up by the latest legislation and case law.
    Note: Online resource; Title from title page (viewed June 27, 2019) , Mode of access: World Wide Web.
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    Principal Designer's Handbook (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    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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    Open source at AWS (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: At AWS, we participate in open source in several ways. We contribute to open source projects. We report bugs, contribute fixes and enhancements to a wide spectrum of projects ranging from the Linux kernel to PostgreSQL and Kubernetes. We have hundreds of projects of our own, including the security library s2n, and machine learning projects like Apache MXNet, Gluon, and ONNX.
    Note: Online resource; Title from title screen (viewed September 9, 2019) , Mode of access: World Wide Web.
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    Noise (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119553373
    Language: English
    Pages: 1 online resource (304 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Teaches managers and leaders to cut through the static and hone their focusing skills In the current digital age, it is becoming increasingly more difficult to stay focused. Smartphones, tablets, smart watches, and other devices constantly vie for our attention. In both business and life, we are constantly bombarded with tweets, likes, mentions, and a constant stream of information. The inability to pay attention impacts learning, parenting, prioritizing, and leading. Not surprisingly, attention spans have gotten shorter. Already being pulled in a dozen directions every minute, managers and business leaders often struggle to address important issues and focus on everything that needs attention. Noise: Living and Leading When Nobody Can Focus teaches managers and leaders how to help themselves and others sharpen their focusing skills. In this follow-up to his first book Brief —the proven, step-by-step approach to clear, concise, and effective communication—author Joseph McCormack helps readers cut through the static and devote their attention to what is important. This engaging, informative book will help you: Apply effective, real-world techniques to hone your focus and reduce interference Learn the lessons taught to organizations such as Harley-Davidson, BMO Harris Bank, MasterCard, and the US Army Understand how modern technology can actually strengthen your focus if used correctly Avoid becoming a casualty of “weapons of mass distraction” Noise: Living and Leading When Nobody Can Focus is a valuable resource for leaders and managers seeking to develop laser-sharp focus and apply it to everything you do.
    Note: Online resource; Title from title page (viewed December 5, 2019) , Mode of access: World Wide Web.
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    Mozilla’s journey from the data center to the cloud (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Michael Van Kleeck and Jason Crowe lead a frank discussion of Mozilla’s multiyear journey to take all of its apps from the data center to the cloud. Join in to hear about the adventure, in which Mozilla vanquishes a multitude of organizational and technical challenges and emerges ready to empower its mission of protecting the open internet.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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    Migrating Microservices to Kubernetes at The Financial Times (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: How do you decide whether to adopt a leading-edge technology? The Financial Times recently migrated its content platform to Kubernetes. Join Sarah Wells to find out what it takes to migrate 150+ microservices from one container stack to another without affecting the existing production users and while the rest of your teams are working on delivering new functionality.
    Note: Online resource; Title from title screen (viewed August 5, 2019) , Mode of access: World Wide Web.
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    Designed to Perform (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000702316
    Language: English
    Pages: 1 online resource (144 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This book is an illustrated practical design guide to delivering better energy performance in all types of new build homes. It takes the form of an annotated details book, with photos taken from live construction sites, with the content based around diagrams, drawings and photos by the author, which demonstrates valuable best practice knowledge and advice. Chapter 1 is an introduction to the performance gap and the quality of design and construction in new build homes, explaining the typical construction sequence of homebuilding, and highlights common issues that designers need to engage with. Chapters 2-7 look at each construction fabric in turn, including a series of detailed drawings, diagrams and photos illustrating the key elements of good design. Chapter 8 contains a checklist of all performance gap issues that designers need to look for. This book will provide valuable guidance to architects and designers on how to improve their detailing at construction stage, and therefore the overall quality of design and performance of new homes.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    Management of Extreme Situations (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley-ISTE | Boston, MA : Safari
    Details
    ISBN: 9781786301291
    Language: English
    Pages: 1 online resource (442 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: In response to the rise of various forms of the extreme in economies, organizations and societies (such as disruptive innovation, climate emergency, financial crisis, high-risk sport, etc.), an ambitious 21st century program sets the agenda of management sciences around the unknown, disruption, uncertainty and risk. Management of Extreme Situations presents the research results from the conference organized at the Cerisy-la-Salle International Cultural Center, France, in 2016. It testifies to the existence of an international community that brings together, around management sciences, various disciplines studying the management concept of extreme situations. Through the analysis of varied contexts (polar and mountain expeditions, fire rescue services, exploration projects in the military field, creative industries, etc.), this book offers an initial grammar of the extreme. It presents a heuristic for the management of these situations – particularly in terms of sensemaking, ambidexterity and knowledge expansion.
    Note: Online resource; Title from title page (viewed December 12, 2019) , Mode of access: World Wide Web.
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    Loft Conversion Handbook (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9780429565908
    Language: English
    Pages: 1 online resource (176 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This book is an easy-to-use handbook, providing architects and builders with up-to-date guidance on managing loft conversions and ensuring they achieve compliance with the Building Regulations. It brings together solutions offered in the Approved Documents and third tier guidance, such as industry literature, in one concise and fully illustrated guide. Starting with chapters on the existing structure, the guide is then divided into chapters on the main considerations for a loft conversion, covering topics such as fire safety, windows and doors, and insulation. This is an essential read for anyone looking for a guide which simplifies the building regulations process and offers solutions, where applicable, to achieve minimum, good practice and advanced construction standards.
    Note: Online resource; Title from title page (viewed August 8, 2019) , Mode of access: World Wide Web.
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    iPhone For Dummies, 13th Edition (2019)
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    Details
    ISBN: 9781119607960
    Language: English
    Pages: 1 online resource (416 pages)
    Edition: 13th edition
    Keywords: Electronic books ; local
    Abstract: Unleash the power of your iPhone! The iPhone you carry in your pocket or purse gives you enormous power to get things done. It puts you within easy reach of your family and friends, provides instant access to your favorite music, TV, and movies, lets you to follow and react to news and events, and makes it possible to share your life in pictures and video with anyone in the world—all within seconds. And this is just scratching the surface of what it can do! This updated edition of iPhone for Dummies covers the latest versions of the device and the latest version of the iOS operating system. Beginning with how to get started with a new phone—navigating the settings, hooking up to wifi, sharing audio and video — you’ll also find out the many ways in which the iPhone’s tools and applications can bring an extra dimension to all aspects of your life. Explore the latest version of iOS Change your life with must-have apps Get artsy with photos, videos, and creative applications Troubleshoot common problems with ease Whether you’re just getting started or want to get even more from your iPhone, this book puts all the power in your hands!
    Note: Online resource; Title from title page (viewed November 26, 2019) , Mode of access: World Wide Web.
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    Information, Knowledge and Agile Creativity (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley-ISTE | Boston, MA : Safari
    Details
    ISBN: 9781786304025
    Language: English
    Pages: 1 online resource (284 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Information, Knowledge and Agile Creativity will enlighten entrepreneurs, and is ideal for facilitating an organization’s ability to react and adapt to its environment. Creativity is a system that engenders innovation. While integral at the conception stage, it is also important before and after this phase. This book offers a collection of tools, as well as a methodology, to estimate the agility of an organization to generate and transform ideas into solutions that are not only new but also adapted to their users. To this end, this book presents strategic foresight and problem comprehension methods; tools of sharing and visual information formatting; animation tips for creativity workshops; techniques for generating ideas; and tools for visualizing and mapping ideas, information, and knowledge.
    Note: Online resource; Title from title page (viewed December 12, 2019) , Mode of access: World Wide Web.
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    How Panasonic found success implementing multiple AI projects centered around the commercial Internet of Things (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 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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    How Mozilla used enterprise architecture to pivot (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: How can Mozilla evolve our products and capabilities to serve the global, human-driven internet of the future? The company is guided by its mission and supported by the capabilities of its staff and community. Michael Van Kleeck dives into how Mozilla uses its version of enterprise architecture to wisely explore, evaluate, and pivot to and from future opportunities.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    Autonomous Mobile Robots and Multi-Robot Systems (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    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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  • 50
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    Applied Supervised Learning with R (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838556334
    Language: English
    Pages: 1 online resource (502 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Learn the ropes of supervised machine learning with R by studying popular real-world use cases, and understand how it drives object detection in driverless cars, customer churn, and loan default prediction. Key Features Study supervised learning algorithms by using real-world datasets Fine tune optimal parameters with hyperparameter optimization Select the best algorithm using the model evaluation framework Book Description R provides excellent visualization features that are essential for exploring data before using it in automated learning. Applied Supervised Learning with R helps you cover the complete process of employing R to develop applications using supervised machine learning algorithms for your business needs. The book starts by helping you develop your analytical thinking to create a problem statement using business inputs and domain research. You will then learn different evaluation metrics that compare various algorithms, and later progress to using these metrics to select the best algorithm for your problem. After finalizing the algorithm you want to use, you will study the hyperparameter optimization technique to fine-tune your set of optimal parameters. The book demonstrates how you can add different regularization terms to avoid overfitting your model. By the end of this book, you will have the advanced skills you need for modeling a supervised machine learning algorithm that precisely fulfills your business needs. What you will learn Develop analytical thinking to precisely identify a business problem Wrangle data with dplyr, tidyr, and reshape2 Visualize data with ggplot2 Validate your supervised machine learning model using k-fold Optimize hyperparameters with grid and random search, and Bayesian optimization Deploy your model on Amazon Web Services (AWS) Lambda with plumber Improve your model's performance with feature selection and dimensionality reduction Who this book is for This book is specially designed for beginner and intermediate-level data analysts, data scientists, and data engineers who want to explore different methods of supervised machine learning and its use cases. Some background in statistics, probability, calculus, linear algebra, and programming will help you thoroughly understand and follow the concepts covered in this book.
    Note: Online resource; Title from title page (viewed May 31, 2019) , Mode of access: World Wide Web.
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    Apple Watch For Dummies, 3rd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    Details
    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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    How Kaiser Permanente is using big data for better understanding patients, addressing illnesses at the onset, and diminishing outbreaks (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: As healthcare data becomes increasingly digitized, medical centers are able to leverage data in new ways to improve patient care. Jennie Shin explains how Kaiser Permanente developed a sophisticated flu predictor model to better determine where resources were needed and how to reduce outbreaks.
    Note: Online resource; Title from title screen (viewed July 22, 2019) , Mode of access: World Wide Web.
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    How Google is using AI to enhance the digital experience (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 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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    GDPR For Dummies (2019)
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
    Details
    ISBN: 9781119546092
    Language: English
    Pages: 1 online resource (464 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Don’t be afraid of the GDPR wolf! How can your business easily comply with the new data protection and privacy laws and avoid fines of up to $27M? GDPR For Dummies sets out in simple steps how small business owners can comply with the complex General Data Protection Regulations (GDPR). These regulations apply to all businesses established in the EU and to businesses established outside of the EU insofar as they process personal data about people within the EU. Inside, you’ll discover how GDPR applies to your business in the context of marketing, employment, providing your services, and using service providers. Learn how to avoid fines, regulatory investigations, customer complaints, and brand damage, while gaining a competitive advantage and increasing customer loyalty by putting privacy at the heart of your business. Find out what constitutes personal data and special category data Gain consent for online and offline marketing Put your Privacy Policy in place Report a data breach before being fined 79% of U.S. businesses haven’t figured out how they’ll report breaches in a timely fashion, provide customers the right to be forgotten, conduct privacy impact assessments, and more. If you are one of those businesses that hasn't put a plan in place, then GDPR For Dummies is for you.
    Note: Online resource; Title from title page (viewed December 24, 2019) , Mode of access: World Wide Web.
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    Guide to RIBA Professional Services Contracts 2018 (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000701302
    Language: English
    Pages: 1 online resource (140 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The 2018 edition of this guide explains how to use, understand and get the most out of the RIBA Professional Services Contracts , which have been updated from the RIBA Agreements 2010 (and 2012 revision). With guidance on how to choose, prepare and complete the right contract, it is an essential companion for anyone using these industry-standard forms. The guide is written for architects and consultants to help practitioners develop a greater understanding of the role and responsibility of each party to the agreement.
    Note: Online resource; Title from title page (viewed August 9, 2019) , Mode of access: World Wide Web.
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    Holding Accountants Accountable (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119597698
    Language: English
    Pages: 1 online resource (240 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: An essential guide for practitioners on avoiding unethical situations in a fraud investigation—provides tips, techniques, and real-life examples Credentialed accountants, auditors, and fraud examiners who fail to identify fraud and misconduct may be in violation of their professional standards. Among these standards are requirements to exercise professional and moral judgment, act in the best interest of the public, maintain integrity, objectivity, and independence, render opinions based on evidence and documentation, and exercise due care in planning and discharging professional activities. Failing to adhere to professional standards and ethical codes have serious consequences for CPAs, CFEs, and CIAs engaged in fraud investigations. Fraud helps readers avoid unethical situations in fraud investigations and stay within the boundaries of professional guidelines and standards. Author Jeffrey Matthews combines real-world techniques and practical advice with personal insights from his experience as a forensic accountant. Detailing how he faced death threats, retaliation, and family hardships during actual fraud investigations, the author shares how despite serious challenges, he never deviated from professional standards. The author demonstrates how accountants can avoid being caught in unethical practices and examines the common tendencies that hinder the ability to detect, deter, and prevent fraud and misconduct. This fascinating, highly-relevant book will help practitioners: Recognize current and emerging trends to identify new areas of weakness Address time and budget constraints with effective delegation and supervision of lower-level staff Maintain a healthy dose of skepticism by ‘testing not accepting’ Understand the effort and expertise required to perform an investigation before accepting engagements Avoid establishing biases and pre-determining outcomes before accepting assignments A full-featured resource, complete with PowerPoint slides and a test bank, Fraud is invaluable for auditors, accountants, and other certified fraud examiners.
    Note: Online resource; Title from title page (viewed November 12, 2019) , Mode of access: World Wide Web.
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    Guide to Using the RIBA Plan of Work 2013 (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000704952
    Language: English
    Pages: 1 online resource (96 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The RIBA Plan of Work 2013 is the definitive framework for the contemporary building design and construction process. It provides a stage-by-stage model to assist all members of the project team to manage the process from inception to completion and beyond. This practical guide explains how the RIBA Plan of Work 2013 can be applied for optimal results in construction projects, revealing the Plan of Work as much more than just a project framework. It can be used as a tool to ensure best outcomes and guide thinking across a range of key themes including whole life costs, procurement routes, BIM, and social and environmental sustainability. With useful explanations of the various stages and technical terms, this book is packed with guidance and tips for using the Plan of Work to ensure genuinely integrated projects. Intended as complementary to the RIBA Plan of Work 2013 Online, the RIBA Job Book, and Assembling the Project Team, it is for construction professionals industry-wide, from architectural practices to clients and contractors, as well as students studying for their professional examinations.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    Guide to JCT Intermediate Building Contract 2016 (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000703061
    Language: English
    Pages: 1 online resource (160 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Guide to JCT Intermediate Building Contract 2016 is a practical guide to the operation and administration of JCTs IC16 suite of building contracts including both IC and ICD. All of the contracts provisions, procedures and conditions are organised and explained by subject, clearly distinguishing the different obligations due to various parties and the contractual issues arising during the course of a job - all backed up by the latest legislation and case law.
    Note: Online resource; Title from title page (viewed August 8, 2019) , Mode of access: World Wide Web.
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    Conservation (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000699111
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Conservation is part of a brand new series providing must-read practical guidance to running efficient and successful projects using the new RIBA Plan of Work 2013. Each guide takes a particular angle – in this case the author guides you through working on a conservation project - and explains the essential activities required at each stage. Concise and easy to use with a consistent format these guides provide the ultimate quick reference support at your desk or on-site. This is an authoritative ‘how to’ full of pragmatic advice, examples and in-text features such as ‘hints and tips’ that illuminate best practice and clever solutions. Designed to be used on all projects – large and small – and across all types of procurement, they are task rather than role-oriented acknowledging that a variety of people take on these responsibilities. They are also invaluable for architectural students at Part 3 who are getting to grips with the realities of practice.
    Note: Online resource; Title from title page (viewed July 5, 2019) , Mode of access: World Wide Web.
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    Clustering Methodology for Symbolic Data (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9780470713938
    Language: English
    Pages: 1 online resource (352 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Covers everything readers need to know about clustering methodology for symbolic data—including new methods and headings—while providing a focus on multi-valued list data, interval data and histogram data This book presents all of the latest developments in the field of clustering methodology for symbolic data—paying special attention to the classification methodology for multi-valued list, interval-valued and histogram-valued data methodology, along with numerous worked examples. The book also offers an expansive discussion of data management techniques showing how to manage the large complex dataset into more manageable datasets ready for analyses. Filled with examples, tables, figures, and case studies, Clustering Methodology for Symbolic Data begins by offering chapters on data management, distance measures, general clustering techniques, partitioning, divisive clustering, and agglomerative and pyramid clustering. Provides new classification methodologies for histogram valued data reaching across many fields in data science Demonstrates how to manage a large complex dataset into manageable datasets ready for analysis Features very large contemporary datasets such as multi-valued list data, interval-valued data, and histogram-valued data Considers classification models by dynamical clustering Features a supporting website hosting relevant data sets Clustering Methodology for Symbolic Data will appeal to practitioners of symbolic data analysis, such as statisticians and economists within the public sectors. It will also be of interest to postgraduate students of, and researchers within, web mining, text mining and bioengineering.
    Note: Online resource; Title from title page (viewed November 4, 2019) , Mode of access: World Wide Web.
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    Chinese Urban Transformation (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000706741
    Language: English
    Pages: 1 online resource (240 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Now an established global force, China has experienced a sustained period of staggering economic growth since policy reform in the 1970s. Chinese urbanisation is the most significant example of economic, environmental and social change both within China and globally. In recent years, central government has made a concerted effort to encourage city governments to realign their priorities and achieve a balance between economic efficiency, social justice and environmental protection. Chinese Urban Transformation: A Tale of Six Cities is a fascinating exploration of the dramatic development Chinese cities have undergone. Tracing this transformation through a comprehensive analysis of social and economic change in six cities, it unravels the complex relationship between policy, outlook and role that urban development plays in China’s view of itself, including the tensions resulting from rapid social and economic change.
    Note: Online resource; Title from title page (viewed June 27, 2019) , Mode of access: World Wide Web.
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    Complexity Challenges in Cyber Physical Systems (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119552390
    Language: English
    Pages: 1 online resource (432 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Offers a one-stop reference on the application of advanced modeling and simulation (M&S) in cyber physical systems (CPS) engineering This book provides the state-of-the-art in methods and technologies that aim to elaborate on the modeling and simulation support to cyber physical systems (CPS) engineering across many sectors such as healthcare, smart grid, or smart home. It presents a compilation of simulation-based methods, technologies, and approaches that encourage the reader to incorporate simulation technologies in their CPS engineering endeavors, supporting management of complexity challenges in such endeavors. Complexity Challenges in Cyber Physical Systems: Using Modeling and Simulation (M&S) to Support Intelligence, Adaptation and Autonomy is laid out in four sections. The first section provides an overview of complexities associated with the application of M&S to CPS Engineering. It discusses M&S in the context of autonomous systems involvement within the North Atlantic Treaty Organization (NATO). The second section provides a more detailed description of the challenges in applying modeling to the operation, risk and design of holistic CPS. The third section delves in details of simulation support to CPS engineering followed by the engineering practices to incorporate the cyber element to build resilient CPS sociotechnical systems. Finally, the fourth section presents a research agenda for handling complexity in application of M&S for CPS engineering. In addition, this text: Introduces a unifying framework for hierarchical co-simulations of cyber physical systems (CPS) Provides understanding of the cycle of macro-level behavior dynamically arising from spaciotemporal interactions between parts at the micro-level Describes a simulation platform for characterizing resilience of CPS Complexity Challenges in Cyber Physical Systems has been written for researchers, practitioners, lecturers, and graduate students in computer engineering who want to learn all about M&S support to addressing complexity in CPS and its applications in today’s and tomorrow’s world.
    Note: Online resource; Title from title page (viewed December 24, 2019) , Mode of access: World Wide Web.
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    Briefing (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000701708
    Language: English
    Pages: 1 online resource (160 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This is the first in a must-have series of step-by-step guides to using the new RIBA Plan of Work 2013 on your project. Drawing together Stages 7, 0 and 1 this book is about much more than briefing; it guides you through the brand new Stage 0 – Strategic Definition – as well as how Stage 7 – In Use – can feed into the definition process reflecting the circular principles of the new Plan of Work. Providing a practical tool to running an efficient project each guide follows the same format leading you through the core tasks at each stage supported by tips, definitions, templates and useful techniques. Five theoretical scenarios are used throughout the guides to illustrate how the Plan of Work can be applied on various project types and sizes including an extension to a house, a new library and a large office building. These guides will provide unrivalled support for practices on all projects – large and small – and across all types of procurement.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    Associations and Correlations (2019)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838980412
    Language: English
    Pages: 1 online resource (134 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Discover the story of your data using the essential elements of associations and correlations Key Features Get a comprehensive introduction to associations and correlations Explore multivariate analysis, understand its limitations, and discover the assumptions on which it's based Gain insights into the various ways of preparing your data for analysis and visualization Book Description Associations and correlations are ways of describing how a pair of variables change together as a result of their connection. By knowing the various available techniques, you can easily and accurately discover and visualize the relationships in your data. This book begins by showing you how to classify your data into the four distinct types that you are likely to have in your dataset. Then, with easy-to-understand examples, you'll learn when to use the various univariate and multivariate statistical tests. You'll also discover what to do when your univariate and multivariate results do not match. As the book progresses, it describes why univariate and multivariate techniques should be used as a tag team, and also introduces you to the techniques of visualizing the story of your data. By the end of the book, you'll know exactly how to select the most appropriate univariate and multivariate tests, and be able to use a single strategic framework to discover the true story of your data. What you will learn Identify a dataset that's fit for analysis using its basic features Understand the importance of associations and correlations Use multivariate and univariate statistical tests to confirm relationships Classify data as qualitative or quantitative and then into the four subtypes Build a visual representation of all the relationships in the dataset Automate associations and correlations with CorrelViz Who this book is for This is a book for beginners – if you're a novice data analyst or data scientist, then this is a great place to start. Experienced data analysts might also find value in this title, as it will recap the basics and strengthen your understanding of key concepts. This book focuses on introducing the essential elements of association and correlation analysis.
    Note: Online resource; Title from title page (viewed June 28, 2019) , Mode of access: World Wide Web.
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    Arabic Character Writing For Dummies (2019)
    [Erscheinungsort nicht ermittelbar] : For Dummies | Boston, MA : Safari
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    ISBN: 9781119475330
    Language: English
    Pages: 1 online resource (96 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Learn to write in Arabic In Arabic, there are different levels of language. The written language, which is studied in this book, is literary Arabic, sometimes also called classical Arabic or even modern or standard Arabic. It is the language of the Quran, classical poetry, literature and the media. The Arabic plume consists of 28 consonants and three long vowels. Each consonant is accompanied by a vowel which is placed above or below the consonant. Arabic speakers are in great demand in the United States, due to the country's political commitments to the Middle East, but only 25 percent of non-native speakers know the language in enough detail to function as translators, interpreters, analysts, or field agents. Arabic Character Writing For Dummies helps you write this language clearly and correctly. Learn to write the Arabic alphabet Find free instructional videos, flashcards, and printable writing pages online Build upon your mastery of the language Get ahead at work or in your personal life Arabic Character Writing For Dummies is designed for beginners, students, and lifelong learners wishing to write in Arabic.
    Note: Online resource; Title from title page (viewed November 5, 2019) , Mode of access: World Wide Web.
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    Adapting a team to a new architecture at First National Bank (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Software Development Teams in the Banking Sector in South Africa are made of a number of technical and non-technical experts. The challenge with these teams is trying to lead them to adapt to a new architecture. Reasons are either the audience does not understand the proposed architecture, or they feel they don’t have a sense of control or participation within the proposed solution.
    Note: Online resource; Title from title screen (viewed August 12, 2019) , Mode of access: World Wide Web.
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    20/20 Visions (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000699166
    Language: English
    Pages: 1 online resource (144 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Community involvement in planning and placemaking through early, inclusive participatory methods can build consensus, speed up planning and add social, economic and environmental value to projects, leading to healthier, happier and more sustainable places. 20/20 Visions is an inspiring and visually stimulating introduction to the practice of participatory planning. 20 worldwide case studies, spanning 1960's projects in USA to present day UK, explore the context, implementation and follow up of the participative design process to illustrate its effectiveness in engaging all stakeholders/communities and tackling difficult regeneration issues.
    Note: Online resource; Title from title page (viewed August 8, 2019) , Mode of access: World Wide Web.
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    Advance (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119641773
    Language: English
    Pages: 1 online resource (336 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The how-to guide for your career In his previous book, Lose the Resume, Land the Job , author Gary Burnison exposed the myths and the ineffective thinking around how to land the job you really want. Now, in Advance, he takes readers through the next stage—advancing in their careers. Advance is extremely timely and topical in today's do-it-yourself career development world. Average job tenure has fallen to about four years on average and often only one or two years for younger professionals. These "career nomads" simply aren't around long enough to access career development from their employers. On the other end of the workplace spectrum, many employees find themselves stuck in one job without a promotion, without any raise to speak of, and with no opportunities to learn and grow. In Advance , Burnison lays out a mosaic of "how-to" advice that applies every day and at every level—the skills and behaviors that help people navigate their careers and stand out among the crowd. He takes on a "Top 20" of career must-haves: managing for the first time, engaging in the "money conversation" with your boss, dealing with difficult bosses (without quitting), coping with coworkers (without losing your mind), making presentations (that don't put people to sleep), mastering digital communication (and avoiding emails that will get you fired), thinking globally (without leaving your office), taking an overseas assignment, meeting senior leaders for the first time (without putting your foot in your mouth), navigating political waters (without sinking your career), reading and fitting in with the culture, and more. • Wisdom on taking your career to the next level • Career development tips • Guidance on being seen and heard • Written by the CEO of one of the world’s largest management consulting firms Whether you’re just starting your career, high up on the ladder, or “stuck” anywhere in between, Advance gives you the know-how to get on a path to where you want to go.
    Note: Online resource; Title from title page (viewed November 5, 2019) , Mode of access: World Wide Web.
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    101 Rules of Thumb for Sustainable Buildings and Cities (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000708059
    Language: English
    Pages: 1 online resource (224 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: People across the world are becoming more aware of the need for the buildings and cities they live and work in to be sustainable, but the issue of how to be sustainable can seem a confusing and complex one. These rules of thumb provide universal guidelines for the sustainable design of both buildings and the urban realm. It’s a global primer and textbook for anyone interested in understanding sustainability in the built environment, an ideal starting point for students as well as an aide memoir for more experienced readers and practitioners interested in this field.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    データ指向アプリケーションデザイン ―信頼性、拡張性、保守性の高い分散システム設計の原理 (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Japan, Inc. | Boston, MA : Safari
    Details
    ISBN: 9784873118703
    Language: English , Japanese
    Pages: 1 online resource (660 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: 現代の分散システム設計においてデータの扱いは重要な課題です。本書は、データを処理し、保存するさまざまなテクノロジーの特性を詳述することで、ツールの長所と短所を理解し、システムの課題と使用するアプリケーションに適した選択肢の発見を助けます。本書では、データの量や複雑さ、変化が課題となるアプリケーションを「データ指向」と名づけ、データ指向アプリケーションの設計を支える基本的な概念を解説します。そしてレプリケーション、パーティション、トランザクションなど分散データベースについて扱い、さらにバッチ処理、ストリーム処理など、データセットの取り出しや結合について解説します。
    Note: Online resource; Title from title page (viewed July 17, 2019) , Mode of access: World Wide Web.
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    分散システムデザインパターン ―コンテナを使ったスケーラブルなサービスの設計 (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Japan, Inc. | Boston, MA : Safari
    Details
    ISBN: 9784873118758
    Language: English , Japanese
    Pages: 1 online resource (200 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: 本書は、コンテナを使った分散システムのデザインパターンについて解説する書籍です。はじめにシングルノードパターンとして、分散システム内の個別ノード上に存在する再利用可能なパターンやコンポーネントについて説明し、次にWebアプリケーションのように継続的にサービスを提供するシステムを対象にしたマルチノードの分散パターンを紹介します。さらにイベント駆動処理、ワークフローの統合を含む大規模なバッチデータ処理の分散システムパターンを解説します。可用性の高い分散システムの開発が効率的に行えるパターンを多数紹介する本書は、開発及びインフラエンジニア必携の一冊です。
    Note: Online resource; Title from title page (viewed April 19, 2019) , Mode of access: World Wide Web.
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    Rグラフィックスクックブック 第2版 ―ggplot2によるグラフ作成のレシピ集 (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Japan, Inc. | Boston, MA : Safari
    Details
    ISBN: 9784873118925
    Language: English , Japanese
    Pages: 1 online resource (472 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: オープンソースの統計解析用のプログラミング言語、Rの強力な描画用パッケージggplot2を使ってさまざまなグラフを作成するためのレシピ集です。棒グラフや折れ線グラフ、散布図といった基本的なグラフから、複雑なグラフや地図の作成方法だけでなく、きめ細かいカスタマイズ方法、効果的な使い方、色の使い方の注意、さらには文書用データへの変換方法まで、グラフに関することはほとんど網羅しています。実際の「やりたいこと」に応じた解決法を提示。描きたいグラフがすぐに描ける実用的な一冊です。
    Note: Online resource; Title from title page (viewed November 19, 2019) , Mode of access: World Wide Web.
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    C# in Depth, 4th Ed, Video Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 17 hr., 18 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: "Jon doesn’t just explain how C# works; he explains how the whole thing holds together as a unified design, and also points out when it doesn’t." From the Foreword by Eric Lippert, Facebook C# in Depth, Fourth Edition is your key to unlocking the powerful new features added to the language in C# 5, 6, and 7. Following the expert guidance of C# legend Jon Skeet, you'll master asynchronous functions, expression-bodied members, interpolated strings, tuples, and much more. The powerful, flexible C# programming language is the foundation of .NET development. Even after two decades of success, it's still getting better! Exciting new features in C# 6 and 7 make it easier than ever to take on big data applications, cloud-centric web development, and cross-platform software using .NET Core. There's never been a better time to learn C# in depth. C# in Depth, Fourth Edition is a revised edition of the bestseller written by C# legend Jon Skeet. This authoritative and engaging guide is your key to unlocking this powerful language, including the new features of C# 6 and 7. In it, Jon introduces expression-bodied members, interpolated strings, pattern matching, and more. Real-world examples drive it all home. By the end of this awesome book, you'll be writing C# code with skill, style, and confidence. Inside: Comprehensive coverage of C# 6 and 7 Greatest hits of C# 2–5 Extended pass-by-reference functionality String interpolation Composition with tuples Decomposition and pattern matching This book/course is made for for intermediate C# developers. Jon Skeet is a senior software engineer at Google. He studied mathematics and computer science at Cambridge, is a recognized authority in Java and C#, and maintains the position of top contributor to Stack Overflow. Provides an excellent overview of the evolution of C# with helpful and realistic examples that make learning the newest features of C# easy. Meredith Godar, Innovative Software Engineering This book has it all—from the beginnings of C# to insights on the future of the language and everything in between! Willem van Ketwich, National Australia Bank NARRATED BY DEREK LETTMAN
    Note: Online resource; Title from title screen (viewed March 7, 2019) , Mode of access: World Wide Web.
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    Get Programming with Python in Motion (2019)
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Provides an easy to follow introduction to both computer programming and the Python language. Shawn Bolan Don’t know anything about programming? No problem! This video course is designed for people who have never written a line of computer code. Using Python, a language designed for teaching and learning how to program, you’ll learn key skills that every coder needs. First, your instructor Ana Bell guides you through installing Python onto your computer. Then, you’ll work through a few super-easy (and fun!) examples that teach you about how Python looks and works. After you get started, you’ll learn how to build programs that can automatically repeat actions and make decisions based on the conditions YOU set. You’ll get experience with the process of program writing, and learn to combine different pieces of code so that they can work together. Finishing everything off, you’ll learn ways to make your code more readable and easier to maintain in the future. This video course works perfectly alongside Ana’s book Get Programming: Learn to code with Python , each building on the other to give you a complete tour of this great language! Programming now plays a role in almost every job. It’s time to add it to your resume! Python is great for beginners, and it’s also a language that grows with you. You can use Python for everything from web development to data science. This video course will get you started the easy way! Inside: Programming skills you can use in any language Variables, expressions, and statements Getting a program to repeat tasks and make decisions Essential best practices for clean and easy to maintain code How to write programs that can interact with a mouse, keyboard, and more! No experience with programming is needed, this video course is for anyone! Ana Bell is an MIT lecturer and scientist who teaches the popular course, Introduction to Computer Science and Programming Using Python. She is also the author of Manning’s bestselling Get Programming: Learn to code with Python. This is a good introductory course to the basics of programming utilizing the Python language. Joe Houghes If you have ever wanted to learn Python, through a video course, then this is a great course to go with. Mike F. Cuddy
    Note: Online resource; Title from title screen (viewed September 27, 2019) , Mode of access: World Wide Web.
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    Arduino la guida ufficiale (2019)
    [Erscheinungsort nicht ermittelbar] : Tecniche Nuove | Boston, MA : Safari
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    ISBN: 9788848130356
    Language: English , Italian
    Pages: 1 online resource (208 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Arduino è la piattaforma open source di prototipazione elettronica che ha avuto un successo travolgente tra i maker. Questa guida completa, aggiornata all’ultima versione di Arduino, aiuta a iniziare la prototipazione da subito. Qui troverete tutte le informazioni di cui avete bisogno, da come procurarvi i componenti necessari fino a mettere a punto i ritocchi finali del progetto! Iniziare con Arduino è un gioco da ragazzi. Per utilizzare gli esempi introduttivi di questa guida tutto ciò che serve è una scheda Arduino Uno o Leonardo, un cavo USB e un LED. L’ambiente di sviluppo Arduino è gratuito e facile da usare; funziona su Mac, Windows e Linux. Unitevi alle centinaia di migliaia di appassionati che hanno scoperto questa incredibile (e formativa) piattaforma.
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    语义Web 编程 (2019)
    [Erscheinungsort nicht ermittelbar] : China Machine Press | Boston, MA : Safari
    Details
    ISBN: 9787111615873
    Language: English , Chinese
    Pages: 1 online resource (276 pages)
    Edition: 1st edition
    DDC: 025.0427
    Keywords: Electronic books ; local
    Abstract: 有了这本书，语义Web的承诺（机器能够发现、共享和组合Web上的数据）不再是一种技术上的可能，而是一种可以实践的现实。本书展示了使用现有和新发展的标准及技术来实现语义Web应用程序的几种方法。你将学习如何将现有数据源整合到能够理解语义的应用程序中以及如何发布带有丰富语义的数据。 本书的每一章都会向你展示一种独特的语义技术，并告诉你如何使用该技术解决实际的问题。不管你是要编写一个简单的混搭程序，还是要维护某个高性能企业级的解决方案，本书都提供了一种集成系统和数据的标准、灵活和不会过时的方法。 本书将帮助你： 学习语义Web如何引导出现新的和未曾预料到的数据使用方式。 理解语义技术如何使用一种简单抽象的知识表示模型来提高数据的可移植性。 熟悉语义标准，如资源描述框架（RDF）和Web本体语言（OWL）。 使用语义编程技术来增进并简化现有的Web应用程序。
    Note: Online resource; Title from title page (viewed January 1, 2019) , Mode of access: World Wide Web.
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    精通以太坊：开发智能合约和去中心化应用 (2019)
    [Erscheinungsort nicht ermittelbar] : China Machine Press | Boston, MA : Safari
    Details
    ISBN: 9787111624929
    Language: English , Chinese
    Pages: 1 online resource (382 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: 以太坊打开了通向去中心化计算的大门，在这个平台上，你可以运行去中心化的应用程序（DApp）和智能合约。这些应用程序没有中心故障点或控制点，它们与支付网络集成，并在开放的区块链上运行。通过这本实用指南，你将了解在以太坊和其他基于虚拟机的区块链上构建智能合约和DApp所需的一切信息。 为什么IBM、微软、纳斯达克等数百个组织都在尝试以太坊？这本必不可少的指南向你展示了成为这个不断发展和令人兴奋的新兴行业中的创新者所需的技能： 运行以太坊客户端，创建和传输交易，编写智能合约。 了解公钥加密、哈希的基本要素和数字签名。 了解“钱包”如何保存用来操纵以太币和智能合约的数字私钥。 使用JavaScript库和远程过程调用接口，以编程方式与以太坊客户端交互。 了解安全实践、设计模式和反模式，了解现实世界的例子。 创建代表资产、股份、投票权或访问控制权的代币。 使用多个P2P组件构建去中心化应用程序。
    Note: Online resource; Title from title page (viewed May 1, 2019) , Mode of access: World Wide Web.
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    The Re-Use Atlas (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000701401
    Language: English
    Pages: 1 online resource (192 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als Baker-Brown, Duncan The re-use atlas
    RVK:
    ZI 4650
    Keywords: Electronic books ; local
    Abstract: This book is a highly illustrated “map,” using photos, infographics and statistics, showing designers how they can successfully navigate the emerging field of resource management and the circular economy. Using the Brighton Waste House Project as a basis for this, the book will look at key moments and landmark decisions made during its design and construction, as well as the people and projects from around the world that inspired them.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    The BIID Interior Design Job Book (2019)
    [Erscheinungsort nicht ermittelbar] : RIBA Publishing | Boston, MA : Safari
    Details
    ISBN: 9781000703658
    Language: English
    Pages: 1 online resource (304 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The BIID Interior Design Job Book is the first book to set out the professional standard for running an interior design project. It does so step by step, in a sequence designed to complement the construction industry’s standard Plan of Work, providing guidance at every stage of a job from appraisal of the client’s requirements through to completion. Suitable for all interior design projects – whether small or large – and for both interior designers working in an integrated design team and those acting as lead consultant, it brings a codified procedure and a professional rigour to the way your practice works and the way your projects run – vital for achieving a professional edge in a competitive field. Its hands-on approach is supplemented by numerous model letters and specimen forms, which the designer can quickly adapt to any job in question.
    Note: Online resource; Title from title page (viewed July 25, 2019) , Mode of access: World Wide Web.
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    GraphQL 学习指南 (2019)
    [Erscheinungsort nicht ermittelbar] : China Machine Press | Boston, MA : Safari
    Details
    ISBN: 9787111628613
    Language: English , Chinese
    Pages: 1 online resource (181 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: 为什么GraphQL是Ajax诞生以来最具创新性的数据获取技术？GraphQL通过为API提供查询语言和用以完成查询的运行状态，提供了对REST和特定页面服务架构的替代方案。借助这本书，Alex Banks和Eve Porcello为希望开始使用GraphQL的前端Web开发人员、后端工程师以及项目或产品经理提供了一条清晰的学习路径。 你将先后探索图论、图数据结构和GraphQL类型，之后在实际项目中学习如何为照片共享应用构建schema。本书还将向你介绍Apollo Client，可用来将GraphQL连接到你的用户界面。 探索图论并回顾当今使用的家喻户晓的图形实例。 了解GraphQL如何将数据库查询方法应用于互联网。 为照片分享应用创建一个schema，让它成为前后端团队间的桥梁和契约。 使用JavaScript构建功能完备的GraphQL服务，使用Apollo实现客户端。 了解如何为生产环境准备GraphQL API和客户端。
    Note: Online resource; Title from title page (viewed June 1, 2019) , Mode of access: World Wide Web.
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    GANs in Action video edition (2019)
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Comprehensive and in-depth coverage of the future of AI. Simeon Leyzerzon, Excelsior Software GANs in Action teaches you how to build and train your own Generative Adversarial Networks, one of the most important innovations in deep learning. In this book, you'll learn how to start building your own simple adversarial system as you explore the foundation of GAN architecture: the generator and discriminator networks. about the technology Generative Adversarial Networks, GANs, are an incredible AI technology capable of creating images, sound, and videos that are indistinguishable from the "real thing." By pitting two neural networks against each other—one to generate fakes and one to spot them—GANs rapidly learn to produce photo-realistic faces and other media objects. With the potential to produce stunningly realistic animations or shocking deepfakes, GANs are a huge step forward in deep learning systems. about the book GANs in Action teaches you to build and train your own Generative Adversarial Networks. You'll start by creating simple generator and discriminator networks that are the foundation of GAN architecture. Then, following numerous hands-on examples, you'll train GANs to generate high-resolution images, image-to-image translation, and targeted data generation. Along the way, you'll find pro tips for making your system smart, effective, and fast. what's inside Building your first GAN Handling the progressive growing of GANs Practical applications of GANs Troubleshooting your system about the audience For data professionals with intermediate Python skills, and the basics of deep learning–based image processing. about the author Jakub Langr is a Computer Vision Cofounder at Founders Factory (YEPIC.AI). Vladimir Bok is a Senior Product Manager overseeing machine learning infrastructure and research teams at a New York–based startup. An incredibly useful mix of practical and academic information. Dana Robinson, The HDF Group A great systematization of the rapidly evolving and vast GAN landscape. Grigory V. Sapunov, Intento Excellent writing combined with easy-to-grasp mathematical explanations. Bachir Chihani, C3 Strikes that rare balance between an applied programming book, an academic book heavy on theory, and a conversational blog post on machine learning techniques. Dr. Erik Sapper, California Polytechnic State University NARRATED BY JULIE BRIERLEY
    Note: Online resource; Title from title screen (viewed September 9, 2019) , Mode of access: World Wide Web.
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    精通特征工程 (2019)
    [Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari
    Details
    ISBN: 9787115509680
    Language: English , Chinese
    Pages: 1 online resource (172 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: 特征工程是机器学习流程中至关重要的一个环节，然而专门讨论这个话题的著作却寥寥无几。本书旨在填补这一空白，着重阐明特征工程的基本原则，介绍大量特征工程技术，教你从原始数据中提取出正确的特征并将其转换为适合机器学习模型的格式，从而轻松构建模型，增强机器学习算法的效果。 然而，本书并非单纯地讲述特征工程的基本原则，而是通过大量示例和练习将重点放在了实际应用上。每一章都集中研究一个数据问题：如何表示文本数据或图像数据，如何为自动生成的特征降低维度，何时以及如何对特征进行标准化，等等。最后一章通过一个完整的例子演示了多种特征工程技术的实际应用。书中所有代码示例均是用Python编写的，涉及NumPy、Pandas、scikit-learn和Matplotlib等程序包。 数值型数据的特征工程：过滤、分箱、缩放、对数变换和指数变换 自然文本技术：词袋、n元词与短语检测 基于频率的过滤和特征缩放 分类变量编码技术：特征散列化与分箱计数 使用主成分分析的基于模型的特征工程 模型堆叠与k-均值特征化 图像特征提取：人工提取与深度学习
    Note: Online resource; Title from title page (viewed April 1, 2019) , Mode of access: World Wide Web.
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    The Commons in a Glocal World (2019)
    [Erscheinungsort nicht ermittelbar] : Routledge | Boston, MA : Safari
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    ISBN: 9781351050968
    Language: English
    Pages: 1 online resource (502 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This volume focuses on how, in Europe, the debate on the commons is discussed in regard to historical and contemporary dimensions, critically referencing the work of Elinor Ostrom. It also explores from the perspective of new institutional political ecology (NIPE) how Europe directly and indirectly affected and affects the commons globally. Most of the research on the management of commons pool resources is limited to dealing with one of two topics: either the interaction between local participatory governance and development of institutions for commons management, or a political- economy approach that focuses on global change as it is related to the increasingly globalised expansion of capitalist modes of production, consumption and societal reproduction. This volume bridges the two, addressing how global players affect the commons worldwide and how they relate to responses emerging from within the commons in a global- local (glocal) world. Authors from a range of academic disciplines present research findings on recent developments on the commons, including: historical insights; new innovations for participatory institutions building in Europe or several types of commons grabbing, especially in Africa related to European investments; and restrictions on the management of commons at the international level. European case studies are included, providing interesting examples of local participation in commons resource management, while simultaneously showing Europe as a centre for globalized capitalism and its norms and values, affecting the rest of the world, particularly developing countries. This book will be of interest to students and researchers from a wide range of disciplines including natural resource management, environmental governance, political geography and environmental history.
    Note: Online resource; Title from title page (viewed April 30, 2019) , Mode of access: World Wide Web.
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    Practices of the Python Pro video edition (2019)
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A wealth of information on general software architecture and truths that are applicable to any language. David T. Kerns, Rincon Research Corporation Professional developers know the many benefits of writing application code that’s clean, well-organized, and easy to maintain. By learning and following established patterns and best practices, you can take your code and your career to a new level. With Practices of the Python Pro , you’ll learn to design professional-level, clean, easily maintainable software at scale using the incredibly popular programming language, Python. You’ll find easy-to-grok examples that use pseudocode and Python to introduce software development best practices, along with dozens of instantly useful techniques that will help you code like a pro. about the technology Professional-quality code does more than just run without bugs. It’s clean, readable, and easy to maintain. To step up from a capable Python coder to a professional developer, you need to learn industry standards for coding style, application design, and development process. That’s where this book is indispensable. about the book Practices of the Python Pro teaches you to design and write professional-quality software that’s understandable, maintainable, and extensible. Dane Hillard is a Python pro who has helped many dozens of developers make this step, and he knows what it takes. With helpful examples and exercises, he teaches you when, why, and how to modularize your code, how to improve quality by reducing complexity, and much more. Embrace these core principles, and your code will become easier for you and others to read, maintain, and reuse. what's inside Organizing large Python projects Achieving the right levels of abstraction Writing clean, reusable code Inheritance and composition Considerations for testing and performance about the audience For readers familiar with the basics of Python, or another OO language. about the author Dane Hillard has spent the majority of his development career using Python to build web applications. Get this book, and begin to write Python code like a professional. Davide Cadamuro, BMW Group This will take a Python developer down a path to becoming a pro. Joseph Perenia, Sony Interactive Entertainment NARRATED BY LISA FARINA
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    The Ultimate Fluid Pouring & Painting Project Book (2019)
    [Erscheinungsort nicht ermittelbar] : Quarry Books | Boston, MA : Safari
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    ISBN: 9781631597640
    Language: English
    Pages: 1 online resource (144 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The Ultimate Fluid Pouring & Painting Project Book guides readers through several art techniques that result in a wide variety of 2D and 3D projects.
    Note: Online resource; Title from title page (viewed November 19, 2019) , Mode of access: World Wide Web.
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    Python网络爬虫权威指南（第2版） (2019)
    [Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari
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    ISBN: 9787115509260
    Language: English , Chinese
    Pages: 1 online resource (261 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: 作为一种采集和理解网络上海量信息的方式，网页抓取技术变得越来越重要。而编写简单的自动化程序（网络爬虫），一次就可以自动抓取上百万个网页中的信息，实现高效的数据采集和处理，满足大量数据需求应用场景。 本书采用简洁强大的Python语言，全面介绍网页抓取技术，解答诸多常见问题，是掌握从数据爬取到数据清洗全流程的系统实践指南。书中内容分为两部分。第一部分深入讲解网页抓取的基础知识，重点介绍BeautifulSoup、Scrapy等Python库的应用。第二部分介绍网络爬虫编写相关的主题，以及各种数据抓取工具和应用程序，帮你深入互联网的每个角落，分析原始数据，获取数据背后的故事，轻松解决遇到的各类网页抓取问题。第2版全面更新，新增网络爬虫模型、Scrapy和并行网页抓取相关章节。 解析复杂的HTML页面 使用Scrapy框架开发爬虫 学习存储数据的方法 从文档中读取和提取数据 清洗格式糟糕的数据 自然语言处理 通过表单和登录窗口抓取数据 抓取JavaScript及利用API抓取数据 图像识别与文字处理 避免抓取陷阱和反爬虫策略 使用爬虫测试网站
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    演进式架构 (2019)
    [Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari
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    ISBN: 9787115516176
    Language: English , Chinese
    Pages: 1 online resource (156 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: 企业架构师不能再依赖静态计划了。软件开发体系在持续变化，新的工具、框架、技术和范式不断涌现。这给脆弱的系统带来了挑战，但也提供了更好的解决方案。近年来，核心软件工程实践中的快速变化让我们重新思考如何更改架构，使其与时俱进。本书结合相关实践，给出了让架构适应变化的新思路。 构建演进式架构主要涉及3个方面：适用度函数、增量变更和适当的耦合。ThoughtWorks的3位专家各讲一个方面，然后综述如何构建支持持续变更的架构。 适应度函数：架构呈现或前进的目标 增量变更：在开发和运维中实现渐进改变 架构耦合：确定适当的架构耦合以支持无瑕变更 演进式数据：随时间推移按要求和架构转变演进数据库 构建可演进的架构：结合以上各方面构建演进式架构 实践演进式架构：助你起步的实践指南
    Note: Online resource; Title from title page (viewed August 1, 2019) , Mode of access: World Wide Web.
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    The Urban Sketching Handbook 101 Sketching Tips (2019)
    [Erscheinungsort nicht ermittelbar] : Quarry Books | Boston, MA : Safari
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    ISBN: 9781631597664
    Language: English
    Pages: 1 online resource (112 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Improve your on-location sketching with 101 Sketching Tips .
    Note: Online resource; Title from title page (viewed November 5, 2019) , Mode of access: World Wide Web.
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    The Little Book of Rock Painting (2019)
    [Erscheinungsort nicht ermittelbar] : Walter Foster | Boston, MA : Safari
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    ISBN: 9781633227323
    Language: English
    Pages: 1 online resource (128 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: With creative prompts, practical exercises, templates, and step-by-step projects, The Little Book of Rock Painting provides an interactive, creative approach to learning the art of painting on stones.
    Note: Online resource; Title from title page (viewed April 30, 2019) , Mode of access: World Wide Web.
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    Sumi-e Painting (2019)
    [Erscheinungsort nicht ermittelbar] : Walter Foster | Boston, MA : Safari
    Details
    ISBN: 9781633228139
    Language: English
    Pages: 1 online resource (128 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Mindful Artist: Sumi-e Painting teaches artists of all skill levels to paint beautiful, simplistic works of art inspired by the ancient Japanese technique of ink wash painting.
    Note: Online resource; Title from title page (viewed December 3, 2019) , Mode of access: World Wide Web.
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    The Urban Sketching Handbook Working with Color (2019)
    [Erscheinungsort nicht ermittelbar] : Quarry Books | Boston, MA : Safari
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    ISBN: 9781631596810
    Language: English
    Pages: 1 online resource (112 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Working with Color , the fifth volume in the Urban Sketching Handbook series, focuses on expressive on-location use of color.
    Note: Online resource; Title from title page (viewed March 26, 2019) , Mode of access: World Wide Web.
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    Finding Alphas, 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
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    ISBN: 9781119571216
    Language: English
    Pages: 1 online resource (320 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Discover the ins and outs of designing predictive trading models Drawing on the expertise of WorldQuant’s global network, this new edition of Finding Alphas: A Quantitative Approach to Building Trading Strategies contains significant changes and updates to the original material, with new and updated data and examples. Nine chapters have been added about alphas – models used to make predictions regarding the prices of financial instruments. The new chapters cover topics including alpha correlation, controlling biases, exchange-traded funds, event-driven investing, index alphas, intraday data in alpha research, intraday trading, machine learning, and the triple axis plan for identifying alphas. • Provides more references to the academic literature • Includes new, high-quality material • Organizes content in a practical and easy-to-follow manner • Adds new alpha examples with formulas and explanations If you’re looking for the latest information on building trading strategies from a quantitative approach, this book has you covered.
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    Leonardo's Science Workshop (2019)
    [Erscheinungsort nicht ermittelbar] : Rockport Publishers | Boston, MA : Safari
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    ISBN: 9781631595257
    Language: English
    Pages: 1 online resource (144 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The second book in Rockport's Leonardo's Workshop series, Leonardo's Science Workshop explores concepts in science inspired by the multidisciplinary approach of master sculptor, architect, designer, scientist, engineer, and inventor Leonardo da Vinci.
    Note: Online resource; Title from title page (viewed January 1, 2019) , Mode of access: World Wide Web.
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    Japanese Equities (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
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    ISBN: 9781119603665
    Language: English
    Pages: 1 online resource (192 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: An indispensable resource for anyone wishing to understand and successfully invest in the Nikkei. Recent years have seen steady growth in investor interest in the Japanese equity market, the second largest in the world. Japanese Equities describes how the Nikkei works, explains its driving factors and presents a collection of insightful case studies to help you successfully invest in the market. Author Michiro Naito, a former equity derivatives/quantitative strategist for J.P. Morgan Securities Japan, helps you understand the ups and downs of the market and capitalise on its money-making opportunities. Already a substantial part of many equity investor portfolios, the Nikkei exhibits characteristics that respond more sensitively to global economic conditions than other developed markets. This valuable book helps you grasp the idiosyncrasies of the market and correctly time investing decisions to maximise profits. This English translation of the original Japanese book includes additional chapters discussing recent political developments that influence the Japanese economy such as the re-election of Prime Minister Shinzo Abe, the trade policies of Donald Trump (the US-China trade war) and the difference in monetary policy between the Bank of Japan and the FED. This book: Offers a simple quantitative strategy to take advantage of the cyclical trends and repeating patterns of the Nikkei to attain desirable returns Explains how derivatives instruments affect the equity market, which is seldom covered in textbooks Highlights a quantitative approach supported by solid historical back-tests Discusses fundamental and technical factors that underlie the movement of the Japanese equity market Provides insights drawn from the author’s decades-long research and experience working in the securities industry Japanese Equities: A Practical Guide to Investing in the Nikkei is a must-have text for investors, hedge fund and pension fund managers, academics, researchers and students of international finance.
    Note: Online resource; Title from title page (viewed October 28, 2019) , Mode of access: World Wide Web.
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    Investment Companies, 2019 (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
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    ISBN: 9781948306805
    Language: English
    Pages: 1 online resource (768 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Whether you are a financial statement preparer or auditor, it is critical to understand the complexities of the specialized accounting and regulatory requirements for investment companies. Your industry standard resource, this 2019 edition supports practitioners in a constantly changing industry landscape. Packed with continuous regulatory developments, this guide covers: Authoritative how-to accounting and auditing advice, including implementation guidance and illustrative financial statements and disclosures; Details on the changes to illustrated financial statements and disclosures resulting from guidance that was recently-issued or became recently effective (for example, SEC's release, "Disclosure Update and Simplification"); 2019 updates include:References to appropriate AICPA Technical Questions and Answers that address when to apply the liquidation basis of accounting and appendices discussing the new standard for financial instruments, common or collective trusts and business development companies. Finally, this guide features a schedule of changes which identifies where to find updated content and the associated reasons for the changes.
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    Draw Every Little Thing (2019)
    [Erscheinungsort nicht ermittelbar] : Walter Foster | Boston, MA : Safari
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    ISBN: 9781633228023
    Language: English
    Pages: 1 online resource (128 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: With Draw Every Little Thing , aspiring artists and art enthusiasts can learn to draw more than 100 objects, items, and locations they see around them every day.
    Note: Online resource; Title from title page (viewed October 1, 2019) , Mode of access: World Wide Web.
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    Colorways : Acrylic Animals (2019)
    [Erscheinungsort nicht ermittelbar] : Walter Foster | Boston, MA : Safari
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    ISBN: 9781633226159
    Language: English
    Pages: 1 online resource (128 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Learn to paint animals with vivid color and imagination in Colorways: Acrylic Animals .
    Note: Online resource; Title from title page (viewed March 5, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 98
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    Color Harmony for Artists (2019)
    [Erscheinungsort nicht ermittelbar] : Quarry Books | Boston, MA : Safari
    Details
    ISBN: 9781631597725
    Language: English
    Pages: 1 online resource (244 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: In Color Harmony for Artists , you'll learn to create expressive palettes and paintings through artist Ana Victoria Calderon's stunning work and inspiring instruction.
    Note: Online resource; Title from title page (viewed December 3, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 99
    Online Resource
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    Creative Lettering and Beyond : Timeless Calligraphy (2019)
    [Erscheinungsort nicht ermittelbar] : Walter Foster | Boston, MA : Safari
    Details
    ISBN: 9781633227309
    Language: English
    Pages: 1 online resource (144 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: One-part inspirational reference and one-part instructional how-to, Creative Lettering and Beyond: Timeless Calligraphy is the perfect resource for both aspiring and established calligraphers and hand lettering artists, typography enthusiasts, and designers.
    Note: Online resource; Title from title page (viewed April 30, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 100
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    Banking on Change (2019)
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Details
    ISBN: 9781119609988
    Language: English
    Pages: 1 online resource (248 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: PRAISE FOR Banking on Change "In this 140th Anniversary celebration book, The London Institute of Banking and Finance stick to their core function of educating us all, but especially aspirant bankers, on the role and concerns of (retail and commercial) banking in the UK. They have assembled a well-chosen group of practitioners from a range of professions to write clear and easily assimilable essays, no technical expertise required, on a wide variety of current banking issues. If you want to learn about the current practices and problems of UK retail banking, this book must be essential reading." —Charles Goodhart, emeritus professor of banking and finance at the London School of Economics "In this important book, a line from Bill Allen's contribution is key: 'Nobody can predict the ferocity of the gale of creative destruction' that faces the financial services sector. True; but if you read the many and varied contributions, you'll have a pretty good idea. Moreover, you'll understand how we (that is, bankers) got here – and what we should do to make the industry more competitive, fairer and more genuinely useful. It is a soup-to-nuts look at banking – from the early days of the Institute of Banking, through the go-go years of ifs , to a present and future that are likely to be dominated by technology. It is well-worth a long read." —Andrew Hilton, director, Centre for the Study of Financial Innovation "If you were to imagine what a book celebrating 140 years of financial knowledge might contain, you could not come up with a better selection than this. As well as a historic sweep – from no-tech to fintech, the decline of trust and the rise of competition – today's hot subjects are addressed, including sustainable investing, cultural diversity and digital identity. The cradle-to-grave nature of the industry is captured in pieces about financial education and pensions. And it's well written, setting the scene nicely for the next era." —Jane Fuller, Fellow of the Society of Investment Professionals Financial services are undergoing rapid, and potentially dramatic, change. What will happen in payments, in sustainable finance and in fintech? How can the industry boost financial inclusion and ensure that its workforce has the skills it needs to meet regulatory requirements and to compete with new entrants? Can trade finance rise to the challenge of underpinning global trade for all and help the developing world avoid "financial abandonment"? What do ...
    Note: Online resource; Title from title page (viewed October 14, 2019) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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