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  • Salon, Data  (51)
  • Dixon, Walter  (30)
  • Vetter, Scott
  • Boston, MA : Safari  (107)
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  • 1
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Tantor Media, Inc. | Boston, MA : Safari
    ISBN: 9781666199536
    Sprache: Englisch
    Seiten: 1 online resource (44308 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: The literature of ideas. When author Pamela Sargent used those words to describe science fiction in 1975, the genre had exploded into the literary mainstream. As a literature of ideas, science fiction has proven to be a powerful metaphor for the world around us, offering a rich tapestry of imagination through which to explore how we lead, how we think, and how we interact. To Boldly Go assembles more than thirty writers from around the world to help us better understand ourselves through the lens of science fiction. Each chapter of To Boldly Go draws out the lessons that we can learn from science fiction, drawing on classic examples of the genre. A chapter on the burdens of leadership by Ghost Fleet author August Cole launches readers into the cosmos with Captain Avatar aboard the space battleship Yamato. In another chapter, the climactic Battle of the Mutara Nebula from The Wrath of Khan weighs the advantages of experience over intelligence in the pursuit of strategy. Whether using Star Trek: Deep Space Nine to explore the nuances of maritime strategy or The Expanse to better understand the threat posed by depleted natural resources, To Boldly Go provides thoughtful essays on relevant subjects that will appeal to business leaders, military professionals, and fans of science fiction alike.
    Anmerkung: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 2
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663719034
    Sprache: Englisch
    Seiten: 1 online resource (23564 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: Get inspired to start your own successful business! Bob Schlegel grew up on a struggling family farm, and like his entrepreneurial father, he took charge of his destiny by starting his own businesses-often more than one at a time. He and his wife Myrna partnered together in their early endeavors and raised a family of entrepreneurs. Their diverse startups included a chain of fifteen superior nursing and retirement centers, as well as the nation's leading manufacturer of paving stones and landscaping materials. Though they faced substantial challenges and even near-bankruptcy, they persevered and built highly profitable enterprises with the help of "angels"-both earthly and heavenly. Bob shares his experiences-his failures as well as his successes-with the goal of inspiring others to start their own businesses.
    Anmerkung: Online resource; Title from title page (viewed March 8, 2022) , Mode of access: World Wide Web.
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  • 3
    ISBN: 9780738460055
    Sprache: Englisch
    Seiten: 1 online resource (156 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books
    Kurzfassung: This IBM® Redpaper® publication provides a broad understanding of a new architecture of the IBM Power® E1080 (also known as the Power E1080) server that supports IBM AIX®, IBM i, and selected distributions of Linux operating systems. The objective of this paper is to introduce the Power E1080, the most powerful and scalable server of the IBM Power portfolio, and its offerings and relevant functions: Designed to support up to four system nodes and up to 240 IBM Power10™ processor cores The Power E1080 can be initially ordered with a single system node or two system nodes configuration, which provides up to 60 Power10 processor cores with a single node configuration or up to 120 Power10 processor cores with a two system nodes configuration. More support for a three or four system nodes configuration is to be added on December 10, 2021, which provides support for up to 240 Power10 processor cores with a full combined four system nodes server. Designed to supports up to 64 TB memory The Power E1080 can be initially ordered with the total memory RAM capacity up to 8 TB. More support is to be added on December 10, 2021 to support up to 64 TB in a full combined four system nodes server. Designed to support up to 32 Peripheral Component Interconnect® (PCIe) Gen 5 slots in a full combined four system nodes server and up to 192 PCIe Gen 3 slots with expansion I/O drawers The Power E1080 supports initially a maximum of two system nodes; therefore, up to 16 PCIe Gen 5 slots, and up to 96 PCIe Gen 3 slots with expansion I/O drawer. More support is to be added on December 10, 2021, to support up to 192 PCIe Gen 3 slots with expansion I/O drawers. Up to over 4,000 directly attached serial-attached SCSI (SAS) disks or solid-state drives (SSDs) Up to 1,000 virtual machines (VMs) with logical partitions (LPARs) per system System control unit, providing redundant system master Flexible Service Processor (FSP) Supports IBM Power System Private Cloud Solution with Dynamic Capacity This publication is for professionals who want to acquire a better understanding of Power servers. The intended audience includes the following roles: Customers Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors (ISVs) This paper does not replace the current marketing materials and configuration tools. It is intended as an extra source of information that, together with existing sources, can be used to enhance your knowled...
    Anmerkung: Online resource; Title from title page (viewed October 21, 2021) , Mode of access: World Wide Web.
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  • 4
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469082707
    Sprache: Englisch
    Seiten: 1 online resource (21114 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: Cyber Intelligence-Driven Risk provides a solution to one of the most pressing issues that executives and risk managers face: How can we weave information security into our business decisions to minimize overall business risk? In today's complex digital landscape, business decisions and cyber event responses have implications for information security that high-level actors may be unable to foresee. What we need is a cybersecurity command center capable of delivering, not just data, but concise, meaningful interpretations that allow us to make informed decisions. Building, buying, or outsourcing a CI-DR program is the answer. In his work with executives at leading financial organizations and with the US military, author Richard O. Moore III has tested and proven this next-level approach to Intelligence and Risk. This book is a guide to: building, buying, or outsourcing a cyber intelligence-driven risk program; understanding the functional capabilities needed to sustain the program; using cyber intelligence to support Enterprise Risk Management; reducing loss from cyber events by building new organizational capacities; and supporting mergers and acquisitions with predictive analytics.
    Anmerkung: Online resource; Title from title page (viewed February 9, 2021) , Mode of access: World Wide Web.
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  • 5
    ISBN: 9780738459424
    Sprache: Englisch
    Seiten: 1 online resource (180 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redbooks® publication is a guide to IBM Power Private Cloud with Shared Utility Capacity featuring Power Enterprise Pools 2.0 (also known as PEP 2.0). This technology allows multiple servers in an to share base processor and memory resources, and draw upon pre-paid credits when the base is exceeded. Previously, the Shared Utility feature supported IBM Power System E950 (9040-MR9) and IBM Power System E980 (9080-M9S). It was extended in August 2020 to include the Scale-out Power Systems announced on July 14th 2020 and received dedicated processor support later in the year. The IBM Power System S922 (9009-22G), and IBM Power System S924 (9009-42G) servers which use the latest IBM POWER9™ processor-based technology and support the IBM AIX®, IBM i, and Linux operating systems are now supported. The previous Scale-out models: IBM Power System S922 (9009-22A), and IBM Power System S924 (9009-42A) servers cannot be added to an Enterprise Pool. The goal of this book is to provide an overview of the environment and guidance for planning a deployment. The paper also covers how to configure PEP 2.0. There are also chapters on migrating from PEP 1.0 to PEP 2.0 and various use cases. This publication is for professionals who want to acquire a better understanding of IBM Power Private Cloud, and Shared Utility. The intended audience includes: Clients Sales and marketing professionals Technical support professionals IBM Business Partners This book expands the set of Power Systems documentation by providing a desktop reference which offers a detailed technical description of IBM Power Private Cloud, and Shared Utility.
    Anmerkung: Online resource; Title from title page (viewed March 11, 2021) , Mode of access: World Wide Web.
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  • 6
    ISBN: 9780738459356
    Sprache: Englisch
    Seiten: 1 online resource (132 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication is a comprehensive guide that covers the IBM Power System H922 (9223-22S), and IBM Power System H924 (9223-42S) servers that support memory-intensive workloads, such as SAP HANA, and deliver superior price and performance for mission-critical applications in IBM AIX®, IBM i, and Linux® operating systems. The goal of this paper is to provide a hardware architecture analysis and highlight the changes, new technologies, and major features that are being introduced in these systems' 2020 release, such as the following examples: Availability of new IBM POWER9™ processor configurations for the number of cores per socket. More performance by using industry-leading IBM Peripheral Component Interconnect® Express (PCIe) Gen4 slots. Enhanced internal disk configuration options, with up to 14 NVMe adapters (four U.2 NVMe plus up to 10 PCIe add-in cards). Twice as fast back-end I/O enables seamless maximum speed and throughput between on-premises and multiple public cloud infrastructures with high availability (HA). This publication is for professionals who want to acquire a better understanding of IBM Power Systems products. The intended audience includes the following roles: Clients Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors (ISVs) This paper expands the current set of IBM Power Systems documentation by providing a desktop reference that offers a detailed technical description of the Power H922 and Power H924 systems.
    Anmerkung: Online resource; Title from title page (viewed January 26, 2021) , Mode of access: World Wide Web.
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  • 7
    ISBN: 9780738460048
    Sprache: Englisch
    Seiten: 1 online resource (198 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books
    Kurzfassung: This IBM® Redbooks® publication is a guide to IBM Power Systems Private Cloud with Shared Utility Capacity featuring Power Enterprise Pools (PEP) 2.0. This technology enables multiple servers in an to share base processor and memory resources and draw on pre-paid credits when the base is exceeded. Previously, the Shared Utility Capacity feature supported IBM Power E950 (9040-MR9) and IBM Power E980 (9080-M9S). The feature was extended in August 2020 to include the scale-out IBM Power servers that were announced on 14 July 2020, and it received dedicated processor support later in the year. The IBM Power S922 (9009-22G), and IBM Power S924 (9009-42G) servers, which use the latest IBM POWER9™ processor-based technology and support the IBM AIX®, IBM i, and Linux operating systems (OSs), are now supported. The previous scale-out models of Power S922 (9009-22A), and Power S924 (9009-42A) servers cannot be added to an enterprise pool. With the availability of the IBM Power E1080 (9080-HEX) in September 2021, support for this system as part of a Shared Utility Pool has become available. The goal of this book is to provide an overview of the solution's environment and guidance for planning a deployment of it. The book also covers how to configure IBM Power Systems Private Cloud with Shared Utility Capacity. There are also chapters about migrating from PEP 1.0 to PEP 2.0 and various use cases. This publication is for professionals who want to acquire a better understanding of IBM Power Systems Private Cloud, and Shared Utility Capacity. The intended audience includes: Clients Sales and marketing professionals Technical support professionals IBM Business Partners This book expands the set of IBM Power documentation by providing a desktop reference that offers a detailed technical description of IBM Power Systems Private Cloud with Shared Utility Capacity.
    Anmerkung: Online resource; Title from title page (viewed September 29, 2021) , Mode of access: World Wide Web.
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  • 8
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : McGraw Hill-Ascent Audio | Boston, MA : Safari
    ISBN: 9781638410317
    Sprache: Englisch
    Seiten: 1 online resource (32874 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: The business landscape is littered with the wreckage of companies that crashed and burned when an apocalypse came-in the shape of new competitive technologies, upstart entrants, demographic shifts, and new world orders. Who can feel safe in firestorm change? The authors of The Phoenix Encounter Method don't advise safety. In fact, their method of leadership thinking requires you to imagine burning your business to the ground-throwing yourself into a firestorm change-and turning the upheaval to your organization's advantage. It can then rise, phoenix-like, from the ashes, stronger and more powerful than ever. Written with a sense of urgency and purposefully radical provocation, The Phoenix Encounter Method represents the forward thinking of legendary business guru Ram Charan and professors from the senior global leadership program of INSEAD, one of the world's top graduate business schools. The resulting methodology, based on analysis of thousands of articles, studies, reports, and academic and business practice, was field tested in real-life Phoenix Encounters conducted with more than fifteen hundred senior executives-from startups and family businesses to legacy companies-representing a broad range of industry and sectors in both developed and developing economies.
    Anmerkung: Online resource; Title from title page (viewed June 29, 2021) , Mode of access: World Wide Web.
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  • 9
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663711618
    Sprache: Englisch
    Seiten: 1 online resource (14667 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: Punch Above Your Weight Class When Selling Your Business Every owner must part with their business one day. Many will close their doors, realizing little for their life's work-while a select few will become fabulously wealthy. The Art of Selling Your Business: Winning Strategies & Secret Hacks for Exiting on Top is the last in a trilogy of books by author John Warrillow on building value. The first, Built to Sell, encouraged small business owners to begin thinking about their business as more than just a job. The Automatic Customer tagged recurring revenue as the core element in a valuable company and provided a blueprint for transforming almost any business into one with an ongoing annuity stream. Warrillow completes the set with The Art of Selling Your Business. This essential guide to monetizing a business is based on interviews the author conducted on his podcast, Built to Sell Radio, with hundreds of successfully cashed-out founders.
    Anmerkung: Online resource; Title from title page (viewed January 12, 2021) , Mode of access: World Wide Web.
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  • 10
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 35 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Fatih Akici - Manager, Risk Analytics and Data Science at Populus Financial Group As intelligent systems deepen their footprints in our daily lives, algorithmic bias becomes a more prominent problem in today's world. The position of executives and data science leaders to this issue is generally reactive, in that, companies solely respond to the requirements coming from regulatory agencies. In this presentation, I am going to argue why the leaders should be proactive in identifying biases and how they will benefit from fixing them. I will demonstrate my point on an applied example.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 11
    Sprache: Englisch
    Seiten: 1 online resource (238 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redbooks publication is a comprehensive guide that covers the IBM AIX® operating system (OS) layout capabilities, distinct features, system installation, and maintenance, which includes AIX security, trusted environment, and compliance integration, with the benefits of IBM Power Virtualization Management (PowerVM®) and IBM Power Virtualization Center (IBM PowerVC), which includes cloud capabilities and automation types. The objective of this book is to introduce IBM AIX modernization features and integration with different environments: General AIX enhancements AIX Live Kernel Update individually or using Network Installation Manager (NIM) AIX security features and integration AIX networking enhancements PowerVC integration and features for cloud environments AIX deployment using IBM Terraform and IBM Cloud Automation Manager AIX automation that uses configuration management tools AIX integration with Kubernetes PowerVM enhancements and features Latest disaster recovery (DR) solutions AIX Logical Volume Manager (LVM) and Enhanced Journaled File System (JFS2) AIX installation and maintenance techniques
    Anmerkung: Online resource; Title from title page (viewed February 4, 2020) , Mode of access: World Wide Web.
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  • 12
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 18 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Alex Schwarm – VP/Head of Data Science at Dun & Bradstreet For many teams, the most challenging step in delivering useful results, is less about the modeling techniques and methods and more about having access to the right data with the appropriate data coverage of the domain of interest. In this talk, we will describe two specific use cases where data pays a crucial role: one around identifying supply chain risks and one related to prospect targeting. For the supply chain risk use case, we will describe how access to unique data assets reveals the impact of the Coronavirus on supply chains and how this impacts global businesses. We will also describe how some companies are offering data scientists the ability to access data to determine which data assets best solve their business analytics and modeling needs, with a particular focus on prospect targeting.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 13
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 23 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Boryana Manz – Manager, Data Science at Capital One Model monitoring can make or break how models empower and deliver business value. This talk will highlight the key components for the proactive design of integrated and flexible model monitoring. It will include best practices for making the process seamless, flexible and actionable.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 14
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 21 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Seemit Sheth – Head of Data Science at Capital One Micah Price – Principal Associate Data Scientist at Capital One Capital One is one of the pioneers of ‘Information based strategy’ which is essentially what we call today as data science. The world of data science in banking has evolved over time and now data science powers strategies in many diverse areas of a bank, aided by cutting-edge technologies. In this talk, we will go over a glimpse of its past, present and how it is changing banking for good as we move toward the future. In particular, we will also explore how cutting-edge algorithms and technologies are improving customer experiences.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 15
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 30 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Dhivya Rajprasad, Data Scientist at Levi Strauss & Co Levi Strauss and Co has always been at the helm of innovation with their classic denims and seasonal takes on the future of denim . We would like to enable users who visit our website, receive our emails and visit our stores to have the most personalized experience with easier product discovery. To enable this, I have built recommendation systems based on live and past user behavior and with minimal infrastructure. The talk features two main areas: 1. How to work with minimal data, implicit feedback and business to build recommender systems that satisfy users needs while keeping in mind overarching business KPIs 2. How to use real stream of events and past indications to give a completely personalized experience that can keep updating based on user interaction with minimal architectural requirements.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 16
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 24 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Michael Zelenetz – Analytics Project Leader at New York-Presbyterian Hospital Forecasting is widely used in a number of business, but can it be used to optimize operations in an emergency department? This talk will walk through the development of a forecasting model to predict future arrivals to the emergency department. We will review the fundamentals of forecasting, discuss feature engineering, and how to get your first forecast off the ground.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 17
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 36 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Amy Daali - Chair at IEEE Engineering in Medicine & Biology Society With recent advancements in artificial intelligence, the healthcare industry is primed to benefit significantly from Machine Learning and Deep Learning technologies. This talk will answer the burning question on who is going to fight for AI in healthcare? New concepts such as “DIY healthcare” will be explored. We will discuss key important players who are going to lead the battle and drive AI adoption in 2020. Together, we will navigate the current Health Technology Landscape and uncover the different challenges that are preventing the implementation of AI. We will conclude the talk by exploring how we can improve collaboration between the Data Science and Medical community to speed up AI adoption in healthcare.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 18
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 21 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Jesse Barbour – Chief Data Scientist at Q2ebanking Due to the specialized and sophisticated nature of many commercially focused financial products offered by banks and fintechs, building recommender systems around those products is especially difficult. Taking inspiration from the field of neural language modeling, we will discuss an application of learning node embeddings on a large-scale financial transaction graph in order to solve this problem.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 19
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 31 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Stanislaw Schmal Combining IoT and sensor analytics opens a new world of operations and maintenance efficiency. A real-world demonstrator of audio analytics and customized IoT device will be shown and its business application to condition based maintenance will be discussed in this session.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 20
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 24 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Paul Barrett - Managing Director, Accenture Applied Intelligence Personalization drives more relevant conversations with advertisers and audiences. The key to personalization is data, algorithms and offers. Algorithms feed off data. The data environment is becoming more competitive and more regulated. AI at scale makes it possible to utilize internal and external data sources that were previously too complicated, too expensive or too big. The Dark Data sources can now be utilized to: • Enhance sales leads to drive better propensity scoring, better targeting and drive better sales interactions • Create a deeper understanding of audiences to create more relevant microsegments for better targeting, messaging and greater engagement. Companies that can master AI at scale can create Real-time Analytical Pipelines turning data science into Ai Enhanced customer interactions. Growing sales, Engagement and other key metrics. This talk will cover how companies are leveraging Dark Data and Ai pipelines to transform analytics into Ai enhanced interactions.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 21
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 27 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Raktim Saha – Director, Digital Insights, CGI The focus of this talk is to showcase how Machine learning and AI is leveraged to radically outperform traditional loan-underwriting acceptance process for one of the largest lenders in US by utilizing a broader set of market, demographic, and various events data. Implementing an automated data-driven process in a large Enterprise and especially in a highly regulated industry has its own challenge spanning from data collection to accuracy of insights, and finally streamline the overall process. The speaker will cover the business, data, and technical aspects of this implementation.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 22
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 31 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Priscilla Boyd – Senior Manager, Data Analytics at Siemens Mobility This presentation discusses how AI, machine learning and data publicly available is playing a role in smart cities, walking through applications developed using ML to solve practical transportation for smart cities globally.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 23
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 22 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Moody Hadi – Group Manager – Financial Engineering at S&P Global Market Intelligence Counterparty financial statements, particularly for small and medium enterprises can be difficult to handle. Financial analysts need to be able to distill out relevant line items in order to calculate their credit exposure to a counterparty for lending purposes. The solution solves a labor intensive, expert driven inefficient process and frees up the analysts to focus on their high value add operations. This involves combining Optical Character Recognition using pre-trained language neural networks, with context sensitive semantic matching. We will go over the developed ML pipleline and architecture.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 24
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    ISBN: 9780738458557
    Sprache: Englisch
    Seiten: 1 online resource (78 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper publication is a comprehensive guide that covers the IBM Power System IC922 (9183-22X) server that uses IBM POWER9™ processor-based technology and supports Linux operating systems (OSs). The objective of this paper is to introduce the system offerings and their capacities and available features. The Power IC922 server is built to deliver powerful computing, scaling efficiency, and storage capacity in a cost-optimized design to meet the evolving data challenges of the artificial intelligence (AI) era. It includes the following features: High throughput and performance for high-value Linux workloads, such as inferencing data or storage-rich workloads, or cloud. Potentially low acquisition cost through system optimization, such as using industry standard memory and warranty. Two IBM POWER9 processor-based single-chip module (SCM) devices that provide high performance with 24, 32, or 40 fully activated cores and a maximum 2 TB of memory. Up to six NVIDIA T4 graphics processing unit (GPU) accelerators. Up to twenty-four 2.5-inch SAS/SATA drives. One dedicated and one shared 1 Gb Intelligent Platform Management Interface (IPMI) port.. This publication is for professionals who want to acquire a better understanding of IBM Power Systems products. The intended audience includes: Clients Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors (ISVs) This paper expands the current set of IBM Power Systems documentation by providing a desktop reference that offers a detailed technical description of the Power IC922 server.
    Anmerkung: Online resource; Title from title page (viewed March 2, 2020) , Mode of access: World Wide Web.
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  • 25
    ISBN: 9780738458885
    Sprache: Englisch
    Seiten: 1 online resource (164 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper publication is a comprehensive guide that covers the IBM Power System S914 (9009-41G), IBM Power System S922 (9009-22G), and IBM Power System S924 (9009-42G) servers that use the latest IBM POWER9™ processor-based technology and support the IBM AIX®, IBM i, and Linux operating systems (OSs). The goal of this paper is to provide a hardware architecture analysis and highlight the changes, new technologies, and major features that are being introduced in these systems, such as: The latest IBM POWER9 processor, which is available in various configurations for the number of cores per socket More performance by using industry-leading Peripheral Component Interconnect Express (PCIe) Gen 4 slots Enhanced internal disk scalability and performance with up to 11 NVMe adapters Introduction of a competitive Power S922 server with a 1-socket configuration that is targeted at IBM i customers This publication is for professionals who want to acquire a better understanding of IBM Power Systems™ products. The intended audience includes the following roles: Clients Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors (ISVs) This paper expands the current set of IBM Power Systems documentation by providing a desktop reference that offers a detailed technical description of the Power S914, Power S922, and Power S924 systems. This paper does not replace the current marketing materials and configuration tools. It is intended as an extra source of information that, together with existing sources, can be used to enhance your knowledge of IBM server solutions.
    Anmerkung: Online resource; Title from title page (viewed August 5, 2020) , Mode of access: World Wide Web.
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  • 26
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 31 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Kelsey Redman – AVP, Data Science at Comerica Bank Purchasing 3rd party data on individuals can give great insights on customers, but first we have to know which individuals from that outside data source are actually customers and which are just prospects. Without a unique identifier like SSN or Driver’s License number from the 3rd party data, we have to use a combination of name, address, and demographic information to identify the matching customer. Between nicknames, misspelled names and addresses, and family members with similar names all at one address, this quickly becomes a difficult task involving heavy data cleanup and an increasingly complicated series of rules. In this presentation, we demonstrate some techniques to help resolve these entities across data sources by employing the use of supervised classification machine learning techniques to quantify and predict entity “likeness.” We showcase some of the challenges we faced with exploring other entity resolution methods, with manually labeling a comprehensive training set, and how this approach might extend to solve other data issues.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2020) , Mode of access: World Wide Web.
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  • 27
    ISBN: 9780738453774
    Sprache: Englisch
    Seiten: 1 online resource (178 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication is a comprehensive guide covering the IBM Power System S822 (8284-22A) server that supports the IBM AIX® and Linux operating systems (OSes) running on bare metal, and the IBM i OS running under the VIOS. The objective of this paper is to introduce the major innovative Power S822 offerings and their relevant functions: The new IBM POWER8™ processor, which is available at frequencies of 3.42 GHz, and 3.89 GHz Significantly strengthened cores and larger caches Two integrated memory controllers with improved latency and bandwidth Integrated I/O subsystem and hot-pluggable PCIe Gen3 I/O slots Improved reliability, serviceability, and availability (RAS) functions IBM EnergyScale™ technology that provides features such as power trending, power-saving, capping of power, and thermal measurement This publication is for professionals who want to acquire a better understanding of IBM Power Systems™ products. This paper expands the current set of IBM Power Systems documentation by providing a desktop reference that offers a detailed technical description of the Power S822 system. This paper does not replace the latest marketing materials and configuration tools. It is intended as an additional source of information that, together with existing sources, can be used to enhance your knowledge of IBM server solutions.
    Anmerkung: Online resource; Title from title page (viewed October 30, 2020) , Mode of access: World Wide Web.
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  • 28
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    ISBN: 9780738459066
    Sprache: Englisch
    Seiten: 1 online resource (28 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Collecting data on first occurance of the problem can id in problem determination and timely resolution of defects. At IBM®, this process of collecting data on first occurance if often referred to as First Failure Data Capture (FFDC). Gathering this data before reporting a defect helps to understand the problem more quickly and thoroughly, which saves time analyzing data and reduces the time and mission affects in fixing defects. Several diagnostic capabilities are built into the Linux operating system that enable you to determine the application level problems and system level problems. Collecting FFDC logs early, even before opening a defect report, helps to quickly determine whether: Symptoms match known problems (rediscovery) A report can be identified and resolved as a not-a-defect problem A workaround to reduce severity exists
    Anmerkung: Online resource; Title from title page (viewed October 19, 2020) , Mode of access: World Wide Web.
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  • 29
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781663711670
    Sprache: Englisch
    Seiten: 1 online resource (26871 pages)
    Ausgabe: 1st edition
    DDC: 658.4/06
    Schlagwort(e): Audiobooks ; Audiobooks ; Livres audio ; Audiobooks
    Kurzfassung: Build resilience in your company to weather the greatest crises. We've combed through hundreds of Harvard Business Review articles and selected the ten most important ones to help your company prepare for and overcome disruption, social upheaval, and disaster. This book will inspire you to: reposition your core business while launching a separate, disruptive business; build the ability to continually anticipate and adjust to emerging trends; prepare for the business implications of climate change; learn about the risks of hyperefficient businesses; develop organizational grit; rebound from a recession faster than your competitors; and lead your company through any kind of crisis.
    Anmerkung: Online resource; Title from title page (viewed December 29, 2020) , Mode of access: World Wide Web.
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  • 30
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469075785
    Sprache: Englisch
    Seiten: 1 online resource (23716 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: In business, school, romance, or your neighborhood, it is valuable to know what attracts people, what repels them, and what makes them tick. How do people see you? And how do you see others? In Get People to Do What You Want, you'll find the practical answers to these questions and in the process, discover how to win people over. You will gain an upper hand in your interaction with others that translates into higher starting salaries, greater productivity, and better relationships in which you are never the victim. You'll learn about: one-on-one interaction, group dynamics, the projection of leadership, instinctual trust and mistrust of others, and other elements of human behavior that must be understood to win people over for more than a few moments. Get People to Do What You Want is the perfect, modern complement to Dale Carnegie's 1937 classic work on the topic. This book teaches you skills honed in years of interrogation and expanded by use in the business world. By combining these skills with your unique background, you will easily attract the people you want and get rid of the ones you don't.
    Anmerkung: Online resource; Title from title page (viewed January 31, 2020) , Mode of access: World Wide Web.
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  • 31
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Tantor Media, Inc. | Boston, MA : Safari
    ISBN: 9781705257715
    Sprache: Englisch
    Seiten: 1 online resource (30368 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: Are you ready for the leadership moment? Learn valuable lessons from the stories of: - Merck's Roy Vagelos, who commits millions of dollars to develop a drug needed only by people who can't afford it - Eugene Kranz, who struggles to bring the Apollo 13 astronauts home after an explosion rips through their spacecraft - Arlene Blum, who organizes the first women's ascent of one of the world's most dangerous mountains - Nancy Barry, who leads Women's World Banking in the fight against Third World poverty - Wagner Dodge, who faces the decision of a lifetime as a fast-moving forest fire overtakes his firefighting crew - And more
    Anmerkung: Online resource; Title from title page (viewed August 25, 2020) , Mode of access: World Wide Web.
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  • 32
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469083407
    Sprache: Englisch
    Seiten: 1 online resource (26738 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: You may never visit the Gettysburg battlefield, but understanding historic lessons from Battle Tested! will have a profound influence on not only your leadership abilities, but also your life, organizations, and career. In order to be a truly effective leader, it is necessary to learn as much as possible from the examples of history-the disasters as well as the triumphs. At Gettysburg, Union and Confederate commanders faced a series of critical leadership challenges under the enormous stress of combat. The fate of the nation hung in the balance. These leaders each responded in different ways, but the concepts and principles they applied during those traumatic three days contain critical lessons for today's leaders that are both useful and applicable-whether those leaders manage operations at a large corporation, supervise a public institution, lead an athletic team, or govern a state or municipality. In the twenty-first century, leadership is the indispensable quantity that separates successful organizations from failures. Successful leaders communicate vision, motivate team members, and inspire trust. One must move both people and the collective organization into the future while, at the same time, dealing with the past. A leader must learn to master the dynamic requirements of decision-making and change.
    Anmerkung: Online resource; Title from title page (viewed September 8, 2020) , Mode of access: World Wide Web.
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  • 33
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469082561
    Sprache: Englisch
    Seiten: 1 online resource (38899 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: An industry-specific guide to the applications of Advanced Analytics and AI to the banking industry Artificial Intelligence (AI) technologies help organizations to get smarter and more effective over time-ultimately responding to, learning from, and interacting with human voices. It is predicted that by 2025, half of all businesses will be using these intelligent, self-learning systems. Across its entire breadth and depth, the banking industry is at the forefront of investigating Advanced Analytics and AI technology for use in a broad range of applications, such as customer analytics and providing wealth advice for clients. AI and the Future of Banking provides new and established banking industry professionals with essential information on the implications of data and analytics on their roles, responsibilities, and personal career development. This accessible guide is designed to be easily understood by any banking professional with limited or no IT background. Chapters focus on practical guidance on the use of analytics to improve operational effectiveness, customer retention, and finance and risk management. Theory and published case studies are clearly explained, while considerations such as operating costs, regulation, and market saturation are discussed in real-world context.
    Anmerkung: Online resource; Title from title page (viewed August 25, 2020) , Mode of access: World Wide Web.
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  • 34
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Tantor Media, Inc. | Boston, MA : Safari
    ISBN: 9781705240731
    Sprache: Englisch
    Seiten: 1 online resource (45023 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: Your hands-on guide to calculating-and understanding-business value Business Valuation For Dummies is filled with expert guidance that business owners, managers at all levels, investors, and students can use when determining the value of a business. It contains a solid framework for valuation, including advice on analyzing historical performance, evaluating assets and income value, understanding a company's financial statements, estimating the cost of capital, business valuation models, and how to apply those models to different types of businesses.
    Anmerkung: Online resource; Title from title page (viewed July 28, 2020) , Mode of access: World Wide Web.
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  • 35
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469081540
    Sprache: Englisch
    Seiten: 1 online resource (25851 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: You can fake authenticity. But in this digitally saturated age, your customers will see through any misdirection. As we are constantly on our electronic devices, we have come to distrust curated media and traditional PR. Stephen Denny and Paul Leinberger have found that people now want to make their own decisions based on raw footage, real-time updates, and unfiltered livestreams. How, then, do marketing executives and others gain consumer trust? These Fortune 500 consultants present the answer in Unfiltered Marketing. Drawing on four years of global research, authors Denny and Leinberger have developed a comprehensive five-step process for successfully rehumanizing the digital brand experience and gaining customer loyalty. To follow it, companies must understand that consumers are (1) seeking control in an out-of-control world; and executives must rework their brand to be (2) unscripted, (3) in-process, and (4) in-context, in order to master (5) heroic credibility (brands standing by their philosophy and values). Abiding by these rules, businesses follow in the successful footsteps of brands like Patagonia, T-Mobile, Adidas, GoDaddy, and others.
    Anmerkung: Online resource; Title from title page (viewed November 1, 2020) , Mode of access: World Wide Web.
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  • 36
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469077840
    Sprache: Englisch
    Seiten: 1 online resource (18271 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: Mohan and Oliver have been very fortunate to have intimate views into the data challenges that face the largest organizations and institutions across every possible industry-and what they have been hearing about for some time is how the business needs to use data and analytics to their advantage. To really address the data concerns of today's enterprise, they wanted to find a way to help enterprises achieve the success they seek. Not as a prescriptive process-but a methodology to become agile and leverage data and analytics to drive a competitive advantage. You know, it's amazing what can happen when two people with very different perspectives get together to solve a big problem. This evolutionary guide resulted from the a-ha moment between these two influencers at the top of their fields-one, an academic researcher and consultant, and the other, a longtime analytics practitioner and chief product officer at Teradata. Together, they created a powerful framework every type of business can use to connect analytic power, business practices, and human dynamics in ways that can transform what is currently possible.
    Anmerkung: Online resource; Title from title page (viewed May 12, 2020) , Mode of access: World Wide Web.
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  • 37
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469073637
    Sprache: Englisch
    Seiten: 1 online resource (33047 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Business ; Audiobooks ; businesses (business enterprises) ; Business ; Affaires
    Kurzfassung: On-going coaching and development that can be a "game changer" for all employees! All great coaches know how to ask good open-ended questions and how to give effective feedback. They keep a balanced and honest perspective that separates the person from the problem or issue; coaching to leverage their unique strengths and helping them improve weaknesses with a mindset focused on continuous improvement. This ongoing coaching and development can be a "game changer" for all people and teams with access to it. But what about the teams and players that aren't empowered-or even allowed-to expand their roles? Or the team members whose careers don't inspire or play to their natural gifts, talents, and strengths? It's painful for any organization or manager when people on their team aren't given the tools to succeed; and more painful still when the team member doesn't yet realize it. But by coaching through leadership, any manager of any organization can create a supportive structure that helps assign the right roles, resources, tools, and career opportunities that will best leverage their strengths.
    Anmerkung: Online resource; Title from title page (viewed February 18, 2020) , Mode of access: World Wide Web.
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  • 38
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469076362
    Sprache: Englisch
    Seiten: 1 online resource (27873 pages)
    Ausgabe: 1st edition
    DDC: 658.4/063
    Schlagwort(e): Business Technological innovations ; Marketing research ; Creative ability in business ; Consumers Research ; Success in business ; Business ; Audiobooks ; Marketing ; Recherche ; Créativité dans les affaires ; Consommateurs ; Recherche ; Succès dans les affaires ; Affaires ; Business ; Business ; Technological innovations ; Consumers ; Research ; Creative ability in business ; Marketing research ; Success in business ; Affaires ; Innovations ; Downloadable audio books ; Audiobooks ; Audiobooks ; Livres audio
    Kurzfassung: Don't fly blind. See how the power of experiments works for you. When it comes to improving customer experiences, trying out new business models, or developing new products, even the most experienced managers often get it wrong. They discover that intuition, experience, and big data alone don't work. What does? Running disciplined business experiments. And what if companies roll out new products or introduce new customer experiences without running these experiments? They fly blind. That's what Harvard Business School professor Stefan Thomke shows in this rigorously researched and eye-opening book. It guides you through best practices in business experimentation, illustrates how these practices work at leading companies, and answers some fundamental questions: What makes a good experiment? How do you test in online and brick-and-mortar businesses? In B2B and B2C? How do you build an experimentation culture? Also, best practice means running many experiments. Indeed, some hugely successful companies, such as Amazon, Booking.com, and Microsoft, run tens of thousands of controlled experiments annually, engaging millions of users. Thomke shows us how these and many other organizations prove that experimentation provides significant competitive advantage.
    Anmerkung: Online resource; Title from title page (viewed April 21, 2020) , Mode of access: World Wide Web.
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  • 39
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469082400
    Sprache: Englisch
    Seiten: 1 online resource (27605 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: Women are at a disadvantage in the workplace, where they deal with unequal pay, sexual harassment, lack of credit for their contributions, and more. And while organizations are looking to address these issues, too many gender-inclusion initiatives focus exclusively on how women should respond, leaving men out of the equation. Such efforts reinforce the perception that these are "women's issues" and that men-often the most powerful stakeholders in an organization-don't need to be involved. As gender-in-the-workplace experts David G. Smith and W. Brad Johnson show in this important book, men have a crucial opportunity to promote gender equality at work. Research shows that when men are deliberately engaged in gender-inclusion programs, ninety-six percent of women in those organizations perceive real progress in gender equality, compared with only thirty percent of women in organizations without strong male engagement. Good Guys is the first book to provide a practical, research-based guide for how to be a male ally to women in the workplace. Filled with firsthand accounts from both men and women, as well as tips for getting started, the book shows how men can partner with their female colleagues to advance women's leadership and equality.
    Anmerkung: Online resource; Title from title page (viewed October 13, 2020) , Mode of access: World Wide Web.
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  • 40
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Tantor Media, Inc. | Boston, MA : Safari
    ISBN: 9781705215159
    Sprache: Englisch
    Seiten: 1 online resource (36888 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: Ten leading private investors share their secrets to maximum profitability In The Masters of Private Equity and Venture Capital, the pioneers of the industry share the investing and management wisdom they have gained by investing in and transforming their portfolio companies. Based on original interviews conducted by the authors, this book is filled with colorful stories on the subjects that most matter to the high-level investor, such as selecting and working with management, pioneering new markets, adding value through operational improvements, applying private equity principles to non-profits, and much more.
    Anmerkung: Online resource; Title from title page (viewed March 17, 2020) , Mode of access: World Wide Web.
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  • 41
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (55 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper publication describes the advantages of using IBM Power System AC922 for cognitive solutions, and how it can enhance clients' businesses. In order to optimize the hardware and software, IBM partners with NVIDIA, Mellanox, H2O.ai, SQream, Kinetica, and other prominent companies to design the Power AC922 server, specifically enhanced for the cognitive era. Most of its outstanding hardware features, such as NVIDIA NVLink 2.0 and PCIe 4.0, are described in this publication to illustrate the advantages that clients can realize in comparison with IBM competitors. We also include a brief description about what cognitive computing is, and how to use IBM Watson® Machine Learning cognitive solutions to bring more value to your business ecosystem. Additionally, we show performance charts that show the advantages of using Power AC922 versus x86 competitors. In the last chapter, we describe the most remarkable use cases in which IBM solves real problems using cognitive solutions. This IBM Redpaper publication is aimed at IT technical audiences, especially decision-making levels that need a full look at the benefits and improvements that an IBM Cognitive Solution can offer. It also provides valuable information to data science professionals, enabling them to plan their modeling needs. Finally, it offers information to the infrastructure support group in charge of maintaining the solution.
    Anmerkung: Online resource; Title from title page (viewed October 17, 2019)
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  • 42
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (55 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication gives a broad understanding of a new architecture of the IBM Power System E950 (9040-MR9) server that supports IBM AIX®, and Linux operating systems. The objective of this paper is to introduce the major innovative Power E950 offerings and relevant functions: The IBM POWER9™ processor, which is available at frequencies of 2.8 - 3.4 GHz. Significantly strengthened cores and larger caches. Supports up to 16 TB of memory, which is four times more than the IBM POWER8® processor-based IBM Power System E850 server. Integrated I/O subsystem and hot-pluggable Peripheral Component Interconnect Express (PCIe) Gen4 slots, which have double the bandwidth of Gen3 I/O slots. Supports EXP12SX and ESP24SX external disk drawers, which have 12 Gb Serial Attached SCSI (SAS) interfaces and support Active Optical Cables (AOCs) for greater distances and less cable bulk. New IBM EnergyScale™ technology offers new variable processor frequency modes that provide a significant performance boost beyond the static nominal frequency. This publication is for professionals who want to acquire a better understanding of IBM Power Systems™ products. The intended audience includes the following roles: Clients Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors (ISVs) This paper expands the current set of Power Systems documentation by providing a desktop reference that offers a detailed technical description of the Power E950 server. This paper does not replace the current marketing materials and configuration tools. It is intended as an extra source of information that, together with existing sources, can be used to enhance your knowledge of IBM server solutions.
    Anmerkung: Online resource; Title from title page (viewed May 31, 2019)
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  • 43
    ISBN: 9780738456935
    Sprache: Englisch
    Seiten: 1 online resource (162 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication is a comprehensive guide that covers the IBM Power System S922 (9009-22A), IBM Power System S914 (9009-41A), and IBM Power System S924 (9009-42A) servers that support IBM AIX®, IBM i, and Linux operating systems. The objective of this paper is to introduce the major innovative Power S914, Power S922, and Power 924 offerings and their relevant functions: The new IBM POWER9™ processor, which is available at frequencies of 2.3 - 3.8 GHz, 2.8 - 3.8 GHz, 2.9 - 3.8 GHz, 3.4 - 3.9 GHz, 3.5 - 3.9 GHz, and 3.8 - 4.0 GHz. Significantly strengthened cores and larger caches. Two integrated memory controllers that double the memory footprint of IBM POWER8® servers. Integrated I/O subsystem and hot-pluggable Peripheral Component Interconnect Express (PCIe) Gen4 and Gen3 I/O slots. I/O drawer expansion options offer greater flexibility. Support for Coherent Accelerator Processor Interface (CAPI) 2.0. New IBM EnergyScale™ technology offers new variable processor frequency modes that provide a significant performance boost beyond the static nominal frequency. This publication is for professionals who want to acquire a better understanding of IBM Power Systems™ products. The intended audience includes the following roles: Clients Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors (ISVs) This paper expands the current set of IBM Power Systems documentation by providing a desktop reference that offers a detailed technical description of the Power S914, Power S922, and Power S924 systems. This paper does not replace the current marketing materials and configuration tools. It is intended as an extra source of information that, together with existing sources, can be used to enhance your knowledge of IBM server solutions.
    Anmerkung: Online resource; Title from title page (viewed October 9, 2019)
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  • 44
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 21 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Charles Alcorn – Head of Data Science at Roche Molecular Systems Oncology diagnostics and treatment is a rapidly changing field of medicine with new advancements announced almost daily. The number of diagnostic tests to select treatments based on a patient’s unique genetic mutations and tumor pathology characteristics has grown, as have the number of therapies available. These therapies can be matched to a patient’s likelihood to respond to treatment based on the results from diagnostic tests. Estimates indicate that Oncologists would have to read the literature continuously around the clock 365 days a year to maintain their knowledge of new diagnostic tests and treatments. Further, diagnostic testing and treatment as well as associated treatment guidelines vary by patient population and country. This talk will describe medical content management concepts for the field of Oncology including data architecture, data curation, adopting to differing-and-ever-changing treatment guidelines, capture of up-to-date regulatory information, and country-specific examples. The roadmap that we are developing to support Clinical Decision Support Software in a Global Marketplace for our products and services will be described.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 45
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 29 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Jeff Sharpe – Manager / Master Software Engineer at Capital One Niraj Tank – Sr. Manager, Software Engineering at Capital One We have been working on operationalizing ML for past few years at CapitalOne Bank and would like to share our experiences and lessons we learned in building an ML platform, in our talk we plan to cover: — Self-Service for Data Scientists — Treat models, policies & features as content, not software, and allow live updates to content — Provide software engineering best practices to ML content(s) — How to meet enterprise need at scale — Lightweight services — Re-use models, data, and business logic wherever possible — Containerize software to simplify scaling — Multi-layer abstractions — Respond to real time events — Keep data in close proximity — Focus on low-latency communication and fast computations — Architect high-reliability services Some of the questions this session intend to answer: – Every FinTech enterprise needs to operationalize ML but most of them don’t know where to start, how to deliver and more importantly what not to do? – What architecture choices to explore and what tools to build to satisfy demanding needs of a thriving data science organization. – How can you build ways to include data scientists in the agile development process, leveraging their expertise in feature engineering while enabling them to take part in DevOps practices without needing full DevOps experience.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 46
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 30 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: 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.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 47
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 28 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Ishant Nayer, Sr Data Scientist at Instacart Being a data-driven company, Instacart realizes the power of good quality data. While trying to maximize the efficiency of data consumption by all work streams such as recommendation systems and availability systems, we are trying to make our Catalog the best in the world by delivering precise information to all our end-users including shoppers and consumers. This session will cover the following areas: 1. How we used data science to auto-detect inconsistencies in the data attributes of millions of items comprising the Catalog, in real-time. 2. How we defined and utilized North Star metrics to optimize data quality of our Catalog 3. Different approaches being used to deliver a great customer experience.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 48
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 29 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: 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.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 49
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 26 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Julie Hollek, Sr Data Scientist at Twitter Data scientists are the people behind the scenes, helping others deliver better, smarter results in their daily work. This is especially true for product data scientists who must hone their craft to determine what things are working for a given product, where do we want to take it next, and how can we make product decisions aligned with company is trying to build? Cross-functional communications are critical to success in this role; you need to be able to craft a message that is born out of math to make compelling arguments that are digestible by stakeholders across the business. In this session, we’ll define Product Data Science and discuss contributing factors to success.
    Anmerkung: Online resource; Title from title screen (viewed February 21, 2019) , Mode of access: World Wide Web.
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  • 50
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 26 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: 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.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 51
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 26 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: 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.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 52
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 20 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Michael Zelenetz – Analytics Project Leader at New York-Presbyterian Hospital Healthcare data is highly connected but often lives in silos. Graph databases are promising emerging technologies for working with highly connected data. This talk will introduce data scientists to Neo4j—the leading graph database—and will discuss a proof of concept implementation at New York Presbyterian and will demonstrate some of the network analyses we were able to do as a result. This talk will be developer/data scientist focused and will include code snippets. We will introduce the graph data model and loading data into the database. We will discuss the pros and cons of graph databases. We will finish off with some practical examples from out proof of concept including community detection algorithms, using centrality to find providers who may be spreading infections, and examining physician referral patterns. Participants will leave being able to describe a graph database. They should be able to identify situations that may benefit from implementing a graph database. Finally, they should be able to create a simple graph model.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 53
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    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (64 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper publication helps the line of business (LOB), data science, and information technology (IT) teams develop an information architecture (IA) for their enterprise artificial intelligence (AI) environment. It describes the challenges that are faced by the three roles when creating and deploying enterprise AI solutions, and how they can collaborate for best results. This publication also highlights the capabilities of the IBM Cognitive Systems and AI solutions: IBM Watson® Machine Learning Community Edition IBM Watson Machine Learning Accelerator (WMLA) IBM PowerAI Vision IBM Watson Machine Learning IBM Watson Studio Local IBM Video Analytics H2O Driverless AI IBM Spectrum® Scale IBM Spectrum Discover This publication examines the challenges through five different use case examples: Artificial vision Natural language processing (NLP) Planning for the future Machine learning (ML) AI teaming and collaboration This publication targets readers from LOBs, data science teams, and IT departments, and anyone that is interested in understanding how to build an IA to support enterprise AI development and deployment.
    Anmerkung: Online resource; Title from title page (viewed September 25, 2019)
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  • 54
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (94 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication is a comprehensive guide that covers the IBM Power System AC922 server (8335-GTH and 8335-GTX models). The Power AC922 server is the next generation of the IBM POWER® processor-based systems, which are designed for deep learning (DL) and artificial intelligence (AI), high-performance analytics, and high-performance computing (HPC). This paper introduces the major innovative Power AC922 server features and their relevant functions: Powerful IBM POWER9™ processors that offer up to 22 cores at up to 2.80 GHz (3.10 GHz turbo) performance with up to 2 TB of memory. IBM Coherent Accelerator Processor Interface (CAPI) 2.0, IBM OpenCAPI™, and second-generation NVIDIA NVLink 2.0 technology for exceptional processor to accelerator intercommunication. Up to six dedicated NVIDIA Tesla V100 graphics processing units (GPUs). This publication is for professionals who want to acquire a better understanding of IBM Power Systems™ products and is intended for the following audiences: Clients Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors (ISVs) This paper expands the set of IBM Power Systems documentation by providing a desktop reference that offers a detailed technical description of the Power AC922 server. This paper does not replace the current marketing materials and configuration tools. It is intended as an extra source of information that, together with existing sources, can be used to enhance your knowledge of IBM server solutions.
    Anmerkung: Online resource; Title from title page (viewed May 8, 2019)
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  • 55
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (94 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: IBM® Db2® Mirror for i provides a new solution for continuous availability for an IBM i environment based on an active-active clustering design that uses a low-latency communication protocol for synchronous database replication. With Db2 Mirror, IBM i customers can benefit from continuous application availability for both planned and unplanned outages. Db2 Mirror can help reduce or eliminate application downtime for regular maintenance operations such as program temporary fix (PTF) installations, operating system (OS) upgrades, or for planned server outages. This IBM Redpaper publication provides a broad overview and understanding of this new solution by covering its architecture, positioning, planning, and implementation aspects. It provides an introduction reference for a seller or technical specialist audience to become familiar with the new Db2 Mirror solution.
    Anmerkung: Online resource; Title from title page (viewed December 13, 2019)
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  • 56
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 30 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: 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.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 57
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 13 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Jasmine Ngo, Mgr, Analytics & Marketing Science at Deutsch Sometimes, conversations on social media don’t reflect the mass’ sentiments accurately (think about people who rarely use Twitter or have a public profile on Facebook). That’s when local news come into play – local articles can sometimes reflect sentiments on certain topics by specific areas. By scraping thousands of articles online and using NLP / other methodologies to analyze them, we can get interesting insights on different topic. This talk introduces a tool to do that.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 58
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 30 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Anusua Trivedi, Sr Data Scientist Lead, AI for Good at Microsoft AI serves the purpose of enabling human beings in making better decisions. In this session, we talk about how the actions of AI are the result of the human inputs going into its programming. We talk about how an AI’s bias is not its own, but the human bias with which it has been programmed. We emphasize the choice of the right metric and the type of data used for testing and training to avoid such bias. We discuss the need to understand the dependence between the data used and the models employed and optimize only areas that matter. We discuss how to focus on feature engineering and be thoughtful about the ethics of ML applications. Other issues such as the need for regulations and other considerations within it that require deliberation are also touched upon.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 59
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 28 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Liang Wu, Machine Learning Data Scientist at Airbnb Choosing the correct optimization metric is key to success of a search engine. Unlike in traditional web searches, where clicks are clearly the main objective to optimize, many emerging vertical search engines like E-Commerce search may require a different optimization metric, such as conversions, revenue, and quality. Selection of a good metric may depend on the query type (transactional vs. navigational vs. informational) and also on the goal of a business (profitability vs. growth). For example, a typical product search engine may focus on maximizing the number of transactions and total revenue, while navigational search may aim at minimizing the total number of clicks. In this talk, we will investigate factors needed to be considered when we are in search for a good metric, and we will also walk through an example of designing an optimization metric for a particular business, including how it is selected, mathematically defined, and optimized with a machine learning framework.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 60
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 19 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Surya Gupta – Postdoctoral Researcher at VIB-UGent Mass-spectrometry based proteomics experiments produces large amounts of data. While typically acquired to answer specific biological questions, these data can also be reused in orthogonal ways to reveal biological knowledge. We have developed a novel method for such orthogonal data reuse of public proteomics data to detect biologically associated protein pairs. Mass-spectrometry proteomics experiments were obtained and reprocessed from the PRIDE database. For the identified proteins, we calculated the co-occurrence score, using Jaccard similarity. Protein pairs with score of atleast 0.4 were mapped to five knowledgebases; Reactome, Ensembl, IntAct, BioGRID, and CORUM, to assign potential biological relevance. Of the 2325 protein pairs that pass the Jaccard similarity threshold, we 81% of protein pairs with biological annotation (68% with five knowledgebases and 13% with GO terms). While comparison with randomly selected protein pairs, less than 2% protein pairs were found to be annotated. Furthermore, to extend the usability and accessibility of the detected protein pairs for research community, an online database called Tabloid Proteome was established. Our approach shows that by re-using publically available data in a fully orthogonal way, effectively treating these data as a proteome-wide association study, we can extract various biologically meaningful patterns, which moreover, were quite complementary to associations detected by established protein-protein interaction techniques. Additionally, Tabloid Proteome features a simple yet powerful web interface that allows fast and easy access to all these protein associations, with their possible biological annotation.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 61
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 24 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Jason Dolatshahi – Director of Data Science at Stash Stash is the digital platform for saving & investing that promises financial inclusion for all. When we launched our checking account at the end of last year, we already had millions of customers, but we were about to make first contact with a formidable new foe: bank fraud. As a data science team, how do you develop and deploy a model when the dimensions of the problem are brand new and changing quickly? How do you ensure your stakeholders have the information they need to manage the liability risk to the business? How do you keep the user experience delightful while keeping out bad actors? Come find out!
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 62
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 19 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: 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.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 63
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 27 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Anna Coenen Algorithmic curating at the Times brings many unique challenges. We want our recommendations to feel personal and relevant, but not creepy. We want articles to be timely, yet also showcase older pieces that our readers still enjoy. We want to increase engagement, but without sacrificing editorial judgment. This talk describes how we achieved these goals through a combination of Machine Learning, experimentation, and diligent editorial curation.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 64
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 27 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Kabir Seth - VP Machine Learning & AI Strategy, Wall Street Journal & Alex Siegman - AI Technical Program Manager, Dow Jones Walking through the steps necessary to appropriately leverage AI in a large organization, including tips and tricks for identifying business opportunities that lend themselves to AI, as well as best practices for each step of the AI project management process, all while navigating complex organizational structures.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 65
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 18 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Namita Lokare Feature engineering plays a significant role in the success of a machine learning model. Most of the effort in training a model goes into data preparation and choosing the right representation. In this talk, I will focus on a robust feature engineering method, Randomized Union of Locally Linear Subspaces (RULLS). We generate sparse, non-negative, and rotation invariant features in an unsupervised fashion. RULLS aggregates features from a random union of subspaces by describing each point using globally chosen landmarks. These landmarks serve as anchor points for choosing subspaces. Our method provides a way to select features that are relevant in the neighborhood around these chosen landmarks. Distances from each data point to k closest landmarks are encoded in the feature matrix. The final feature representation is a union of features from all chosen subspaces. The effectiveness of our algorithm is shown on various real-world datasets for tasks such as clustering and classification of raw data and in the presence of noise. We compare our method with existing feature generation methods. Results show a high performance of our method on both classification and clustering tasks.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 66
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (70 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication is a comprehensive guide that covers the IBM Power Systems™ LC921 and LC922 (9006-12P and 9006-22P)) servers that use the current IBM POWER9™ processor-based technology and supports Linux operating systems (OSes). The objective of this paper is to introduce the offerings and their capacities and available features. These new Linux scale-out systems provide differentiated performance, scalability, and low acquisition cost, and include the following features: Superior throughput and performance for high-value Linux workloads. Low acquisition cost through system optimization (industry-standard memory and industry-standard three-year warranty). Rich I/O options in the system unit. There are 12 large form factor (LFF)/small form factor (SFF) bays for 12 SAS/SATA hard disk drives (HDDs) or solid-state drives (SSDs), and four bays that are available for Non-Volatile Memory Express (NVMe) Gen3 adapters. Includes Trusted Platform Module (TPM) 2.0 Nuvoton NPCT650ABAWX through I2C (for secure boot and trusted boot). Integrated MicroSemi PM8069 SAS/SATA 16-port Internal Storage Controller Peripheral Component Interconnect Express (PCIe) 3.0 x8 with RAID 0, 1, 5, and 10 support (no write cache). Integrated Intel XL710 Quad Port 10 GBase-T PCIe 3.0 x8 UIO built-in local area network (LAN) (one shared management port). Dedicated 1 Gb Intelligent Platform Management Interface (IPMI) port. This publication is for professionals who want to acquire a better understanding of IBM Power Systems products. The intended audience includes: Clients Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors (ISVs)
    Anmerkung: Online resource; Title from title page (viewed May 16, 2019)
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  • 67
    Sprache: Englisch
    Seiten: 1 online resource (128 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication is a comprehensive guide that covers the IBM Power System H924 (9223-42H), and IBM Power System H922 (9223-22H) servers that support memory-intensive workloads such as SAP HANA, and deliver superior price/performance for mission-critical applications in IBM AIX®, IBM i, and Linux operating systems. The objective of this paper is to introduce the major innovative Power H92 and Power H922 offerings and their relevant functions: The new IBM POWER9™ processor, which is available at frequencies of 2.8 - 3.8 GHz, 2.9 - 3.8 GHz, 2.8 - 3.8 GHz, 3.4 - 3.9 GHz, 3.5 - 3.9 GHz, and 3.8 - 4.0 GHz. Significantly strengthened cores and larger caches. Two integrated memory controllers that allow doubled the memory footprint of IBM POWER8® servers. An integrated I/O subsystem and hot-pluggable Peripheral Component Interconnect Express (PCIe) Gen4 and Gen3 I/O slots. I/O drawer expansion options offer greater flexibility. Support for Coherent Accelerator Processor Interface (CAPI) 2.0. IBM EnergyScale™ technology provides new variable processor frequency modes that provide a significant performance boost beyond the static nominal frequency. This publication is for professionals who want to acquire a better understanding of IBM Power Systems™ products. The intended audience includes the following roles: Clients Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors (ISVs) This paper expands the current set of IBM Power Systems documentation by providing a desktop reference that offers a detailed technical description of the Power H92 and Power H922 systems. This paper does not replace the latest marketing materials and configuration tools. It is intended as an extra source of information that, together with existing sources, can be used to enhance your knowledge of IBM server solutions.
    Anmerkung: Online resource; Title from title page (viewed August 14, 2019)
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  • 68
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (100 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication is a comprehensive guide covering the IBM Power System L922 (9008-22L) server, which was designed for data-intensive workloads such as databases and analytics in the Linux operating system. The objective of this paper is to introduce the major innovative Power L922 offering and its relevant functions: The new IBM POWER9™ processor, available at frequencies of 2.7 - 3.8 GHz, 2.9 - 3.8 GHz, and 3.4 - 3.9 GHz. Significantly strengthened cores and larger caches. Two integrated memory controllers that allow double the memory footprint of IBM POWER8® processor-based servers. An integrated I/O subsystem and hot-pluggable Peripheral Component Interconnect Express (PCIe) Gen4 and Gen3 I/O slots. I/O drawer expansion options offer greater flexibility. Support for Coherent Accelerator Processor Interface (CAPI) 2.0. New feature IBM EnergyScale™ technology provides new variable processor frequency modes that provide a significant performance boost beyond the static nominal frequency. This publication is for professionals who want to acquire a better understanding of IBM Power Systems™ products. The intended audience includes the following roles: Clients Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors (ISVs) This paper expands the current set of IBM Power Systems documentation by providing a desktop reference that offers a detailed technical description of the Power L922 system. This paper does not replace the current marketing materials and configuration tools. It is intended as an extra source of information that, together with existing sources, can be used to enhance your knowledge of IBM server solutions.
    Anmerkung: Online resource; Title from title page (viewed August 14, 2019)
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  • 69
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 25 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: 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?
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 70
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 31 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Robert Welborn
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 71
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 20 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Diane Leung, Principal, Analytics Innovation at Altman Vilandrie & Company Measuring and optimizing tune-in is critically important for the media and entertainment industries. This discussion focuses on best practices for utilizing data and machine learning to optimize tune-in on national linear inventory. In order to do this properly, advertisers need to unify their marketing ecosystem, design a holistic measurement approach, and break down barriers for closed-loop, incremental measurement. In this session you will learn how to: 1) Create a framework for utilizing data and machine learning to maximize tune-in and 2) Overcome analytical obstacles created from fragmented and incomplete data.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 72
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 32 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Sridharan Kamalakannan, Head of Data Science at Humana Predictive models are often used to identify individuals that will likely have escalating health severity in the future and accordingly deliver appropriate interventions. However, for the clinicians and care managers, these predictive models often act as a black-box at an individual level. The reason for this being, typically predictive models use combinations of complicated algorithms that makes it hard to explain the reason behind a predictive model score at an individual level. This talk will focus on model and feature agnostic methodologies and techniques that help uncover the drivers behind a prediction at a personal level in a healthcare setting.
    Anmerkung: Online resource; Title from title screen (viewed February 21, 2019) , Mode of access: World Wide Web.
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  • 73
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 29 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Rhonda Textor, Head of Data Science at True Fit Recent advances in technology such as computer vision, deep learning, and recommender systems are being used to enable new shopping experiences. Examples include visual search, recommending similar items, and recommending items that other shoppers also viewed. However, technology alone without an understanding of shoppers, fashion, and retail falls short of solving shopping recommendation problems. We at True Fit believe that details matter, especially for modeling individual fashion preferences. Because of that, we have built the largest fashion and retail dataset called the Fashion Genome. In this talk, I will share some insights we have gained from the Fashion Genome that have influenced our approach to building fashion recommendation systems. I will also show how we leverage the fashion details of products, i.e., our Fashion Attributes, to combine fashion and technology to make great recommendations. Finally, I will share how we leverage our large dataset and cutting edge technology to enable personalized shopping experiences.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 74
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 20 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Sylvia Tran, Data Scientist at Gracenote User preferences and content similarity are both key to recommendation systems. While content similarity has been widely explored and utilized by many companies in the media & entertainment industries, it still remains relevant as the amount of data and metadata available continues to grow and change. This talk discusses some of the challenges of content similarity and explores a few different attribute groups (aside from genre and cast) by which content similarity can be measured. Traditional attributes, like genre and cast alone, may not be as additive as they once were. More specifically, movies like Ted (starring Mark Wahlberg) and Shaun of the Dead do not neatly fit into a single genre. This talk also demonstrates how certain tried and true similarity metrics still yield meaningful and reasonably interpretable results for media & entertainment.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 75
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 27 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Hemalatha B Raju – Lead Data Scientist at Biorasi Running a clinical trial is always very complex. But with the implementation of machine learning we can significantly improve the efficiency of clinical trial development. Machine learning logic and algorithms can help us advance the patient selection process for clinical trials, improve the data quality, reduce the time and cost in the execution of clinical trials. for accurate predictions of outcomes using pattern recognition. Machine learning algorithms could be potentially applied to develop comprehensive risk-based monitoring tools, fraud detection pipeline, on-study analytics models and solutions for various clinical trials that alerts the clinical monitors and the pharmaceutical companies about the quality of clinical sites . Clinical data can also be reviewed at aggregate level regularly throughout assigned studies using analytical reporting tools to support the identification of risks and data trends. The rules-based logic could be used throughout the clinical trial studies to analyze the primary and secondary endpoints, required for the safety and efficacy analysis of the investigational drug and thus improve the efficiency of clinical trial studies.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 76
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (190 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication provides a broad understanding of a new architecture of the IBM Power System E980 (9080-M9S) server that supports IBM AIX®, IBM i, and Linux operating systems (OSes). The objective of this paper is to introduce the major innovative Power E980 offerings and relevant functions: The IBM POWER9™ processor, which is available at frequencies of 3.55 - 4.0 GHz. Significantly strengthened cores and larger caches. Supports up to 64 TB memory. Integrated I/O subsystem and hot-pluggable Peripheral Component Interconnect Express (PCIe) Gen4 slots, double the bandwidth of Gen3 I/O slots. Supports EXP12SX and ESP24SX external disk drawers, which have 12 Gb SAS interfaces and double the existing EXP24S drawer bandwidth. New IBM EnergyScale™ technology offers new variable processor frequency modes that provide a significant performance boost beyond the static nominal frequency. This publication is for professionals who want to acquire a better understanding of IBM Power Systems™ products. The intended audience includes the following roles: Clients Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors (ISVs) This paper expands the current set of IBM Power Systems documentation by providing a desktop reference that offers a detailed technical description of the Power E980 server. This paper does not replace the current marketing materials and configuration tools. It is intended as an extra source of information that, together with existing sources, can be used to enhance your knowledge of IBM server solutions.
    Anmerkung: Online resource; Title from title page (viewed June 10, 2019)
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  • 77
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 33 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Michelangelo D’Agostino, VP of Data Science & Engineering at ShopRunner Data scientists are hard to hire. But too often, companies struggle to find the right talent only to make avoidable mistakes that cause their best data scientists to leave. From organizational structure and leadership considerations to tooling and infrastructure to avoiding FOMO through continuing education, I’ll share concrete (and inexpensive) tips for keeping your data scientists engaged, productive, and performing their best for your business.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 78
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 19 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Ali Vanderveld, Director of Data Science at ShopRunner ShopRunner is an e-commerce company that receives feeds of product data from over 100 different retailer partners, including large department stores and retailers that specialize in electronics, appliances, nutritional products, and more. In order to provide a great user experience on our website and in our mobile app, we need to have one easy-to-navigate product taxonomy. We also would like to have sets of attribute tags that make it easy to filter down to exactly what any shopper is looking for. In this talk I will describe how we are using computer vision and natural language processing to place all of the products from our retailer partners into one easy-to-navigate shopping experience.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 79
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 29 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Douglas Hamilton – Chief Data Scientist, NASDAQ’s Machine Intelligence Lab Over the last decade, hundreds of billions of dollars of capital have retreated from active to passive management, driven in part by investors seeking lower management fees. With this we have seen rapid growth in the index and exchange traded fund space, leading to the development of several distinct classes. At least one of these classes, Smart Beta, is ripe for AI augmentation. We outline the unique challenges of index management and discuss the application of Information Theory, Machine Learning, and Optimization in solving those challenges.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 80
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 29 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: 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.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 81
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 21 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Ayan Bhattacharya - Advanced Analytics Specialist Leader, Deloitte Consulting Conversational AI is the application of a combination of AI and cognitive services including Natural Language Processing, Speech Recognition and Intent Classification. It is focused on bringing voice, chat, and personal assistant technologies to intelligently automate human and technology interactions and improve client’s business outcomes as well as engagement with customers. There are varying levels of complexity in the virtual agents or chatbots; some are designed for answering common questions while others have a more complex architecture which includes the ability to disambiguate complex dialog and integrate with machine learning algorithms. The current marketplace for Conversational AI is being driven by cloud enabled platforms such as AWS, GCP, Azure and Watson; and there are over 2000 companies that have started developing their own niche industry solutions.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 82
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 22 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: 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.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 83
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 29 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: 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.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 84
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 30 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Sriram Subramanian - Head of Data Sciences at Condé Nast At Conde Nast, we have several AI/ML solutions spanning multiple business areas of the company: advertising, subscriptions, audience engagement and personalization. These solutions use different methodologies, software libraries and run in an automated manner. To manage all of this, we have developed our own purpose built AI infrastructure to support enterprise wide ML/AI applications. We will also cover a couple of applications that leverage this infrastructure and their business impact.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 85
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 27 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Dalela Bharati – Product Owner, Data & Analytics at Booking.com Poor data quality (DQ) is crippling to any data scientist. Especially organisation wide complex DQ challenges for fundamental datasets that can take months to fix. This talk/ session outlines the product development approach we adopted to solving a DQ challenge at Booking.com
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 86
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 28 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Leondra James, Mgr, Analytics & Operations at Saatchi & Saatchi Saatchi & Saatchi is global, full service advertising agency / creative communications network. Learn about the interesting questions they’re asking and how they’re leveraging data to answer them. Entails broad overview of predicting advertising initiative resources and their respective allocations.
    Anmerkung: Online resource; Title from title screen (viewed September 10, 2019) , Mode of access: World Wide Web.
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  • 87
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    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469074764
    Sprache: Englisch
    Seiten: 1 online resource (19752 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: Sales Engagement is how you engage and interact with your potential buyer to create connection, grab attention, and generate enough interest to create a buying opportunity. Sales Engagement details the modern way to build the top of the funnel and generate qualified leads for B2B companies. This book explores why a Sales Engagement strategy is so important, and walks you through the modern sales process to ensure you're effectively connecting with customers every step of the way. - Find common factors holding your sales back-and reverse them through channel optimization - Humanize sales with personas and relevant information at every turn - Understand why A/B testing is so incredibly critical to success, and how to do it right - Take your sales process to the next level with a rock solid, modern Sales Engagement strategy This book is essential listening for anyone interested in up-leveling their game and doing more than they ever thought possible.
    Anmerkung: Online resource; Title from title page (viewed May 28, 2019) , Mode of access: World Wide Web.
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  • 88
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    [Erscheinungsort nicht ermittelbar] : Tantor Media, Inc. | Boston, MA : Safari
    ISBN: 9781515936091
    Sprache: Englisch
    Seiten: 1 online resource (10434 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: Patagonia, named by Fortune in 2007 as the coolest company on the planet, has earned a reputation as much for its ground-breaking environmental and social practices as for the quality of its clothes. In this exceptionally frank account, Chouinard and Stanley recount how the company and its culture gained the confidence, by step and misstep, to make its work progressively more responsible, and to ultimately share its discoveries with companies as large as Wal-Mart or as small as the corner bakery. In plain, compelling prose, the authors describe the current impact of manufacturing and commerce on the planet's natural systems and human communities, and how that impact now forces business to change its ways. The Responsible Company shows companies how to reduce the harm they cause, improve the quality of their business, and provide the kind of meaningful work everyone seeks. It concludes with specific, practical steps every business can undertake, as well as advice on what to do, in what order. The advice in this book is simple but powerful: reduce your environmental footprint, make legitimate products that last, reclaim deep knowledge of your business and its supply chain to make the most of opportunities in the years to come, and earn the trust you'll need by treating your workers, customers and communities with respect.
    Anmerkung: Online resource; Title from title page (viewed July 30, 2019) , Mode of access: World Wide Web.
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  • 89
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469073392
    Sprache: Englisch
    Seiten: 1 online resource (32095 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: The word "purpose" is big. Very big. And heavy. It carries the weight of a lifetime of work and struggle; the weight of legacy, and the mass of days spent not doing something else. It's something we all grapple with at some point-some of us find our purpose, others spend a lifetime searching. A lucky few grow to realize they've been working their purpose all along. Most of us aren't quite that lucky; often, fulfilling your purpose requires some kind of change-career, lifestyle, habits, family-and what then? Are we selfish for the upheaval, or are we fulfilling destiny? Once we know our purpose, how do we pursue it? This book asked those very questions of people who have followed their purpose and succeeded on a global scale. Their undistilled answers are here, lending you the wisdom of their experiences, their examples, inspiration, and motivations. We all want a meaningful life. We want to work together for a brighter future, we want to celebrate our differences and commit to good. We want to inspire others, nurture their talents, and help them grow. We want to look back one day on a life well-lived, and leave something behind that matters to the world. Work Is Love Made Visible shows you how some of us have succeeded, and offers you insight and guidance so that you can do the same.
    Anmerkung: Online resource; Title from title page (viewed May 21, 2019) , Mode of access: World Wide Web.
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  • 90
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (62 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This publication provides information about networking design for IBM® High Performance Computing (HPC) and AI for Power Systems™. This paper will help you understand the basic requirements when designing a solution, the components in an infrastructure for HPC and AI Systems, the designing of interconnect and data networks with use cases based in real life scenarios, the administration and the Out-Of-Band management networks. We cover all the necessary requirements, provide a good understanding of the technology and include examples for small, medium and large cluster environments. This paper is intended for IT architects, system designers, data center planners, and system administrators who must design or provide a solution for the infrastructure of a HPC cluster.
    Anmerkung: Online resource; Title from title page (viewed April 26, 2018)
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  • 91
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (114 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication given an overview and technical introduction to IBM Power Systems™ RAID solutions. The book is organized to start with an introduction to Redundant Array of Independent Disks (RAID), and various RAID levels with their benefits. A brief comparison of Direct Attached Storage (DAS) and networked storage systems such as SAN / NAS is provided with a focus on emerging applications that typically use the DAS model over networked storage models. The book focuses on IBM Power Systems I/O architecture and various SAS RAID adapters that are supported in IBM POWER8™ processor-based systems. A detailed description of the SAS adapters, along with their feature comparison tables, is included in Chapter 3, "RAID adapters for IBM Power Systems" on page 45. The book is aimed at readers who have the responsibility of configuring IBM Power Systems for individual solution requirements. This audience includes IT Architects, IBM Technical Sales Teams, IBM Business Partner Solution Architects and Technical Sales teams, and systems administrators who need to understand the SAS RAID hardware and RAID software solutions supported in POWER8 processor-based systems.
    Anmerkung: Online resource; Title from title page (viewed December 11, 2018)
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  • 92
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    [Erscheinungsort nicht ermittelbar] : Data Science Salon | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 30 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Presented by Brittany Rockwell Researchers and financial practitioners alike are attempting to find meaningful applications for the newest advents in the field of natural language processing (NLP). Although language modelling for stock trading is not novel, the landscape has changed significantly in recent years. With the improvements of computational power, data storage and algorithmic efficiency, we have more data and modelling capacity at our disposal than ever before. A natural consequence of these changes is the exponential growth of available data. There is a growing need for automating the data exploration and identification process for low-latency downstream applications requiring timely forecasting or decision making. This talk will discuss some of the new advances in NLP and their relevance to text-driven trading.
    Anmerkung: Online resource; Title from title screen (viewed March 24, 2018) , Mode of access: World Wide Web.
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  • 93
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (166 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication is a comprehensive guide that covers the IBM Power® System E870C (9080-MME) and IBM Power System E880C (9080-MHE) servers that support IBM AIX®, IBM i, and Linux operating systems. The objective of this paper is to introduce the major innovative Power E870C and Power E880C offerings and their relevant functions. The new Power E870C and Power E880C servers with OpenStack-based cloud management and open source automation enables clients to accelerate the transformation of their IT infrastructure for cloud while providing tremendous flexibility during the transition. In addition, the Power E870C and Power E880C models provide clients increased security, high availability, rapid scalability, simplified maintenance, and management, all while enabling business growth and dramatically reducing costs. The systems management capability of the Power E870C and Power E880C servers speeds up and simplifies cloud deployment by providing fast and automated VM deployments, prebuilt image templates, and self-service capabilities, all with an intuitive interface. Enterprise servers provide the highest levels of reliability, availability, flexibility, and performance to bring you a world-class enterprise private and hybrid cloud infrastructure. Through enterprise-class security, efficient built-in virtualization that drives industry-leading workload density, and dynamic resource allocation and management, the server consistently delivers the highest levels of service across hundreds of virtual workloads on a single system. The Power E870C and Power E880C server includes the cloud management software and services to assist with clients' move to the cloud, both private and hybrid. The following capabilities are included: Private cloud management with IBM Cloud PowerVC Manager, Cloud-based HMC Apps as a service, and open source cloud automation and configuration tooling for AIX Hybrid cloud support Hybrid infrastructure management tools Securely connect system of record workloads and data to cloud native applications IBM Cloud Starter Pack Flexible capacity on demand Power to Cloud Services This paper expands the current set of IBM Power Systems™ documentation by providing a desktop reference that offers a detailed technical description of the Power E870C and Power E880C systems. This paper does not replace the latest marketing materials and configuration tools. It is intended as another source of information that, together with exis...
    Anmerkung: Online resource; Title from title page (viewed November 14, 2018)
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  • 94
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (74 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication is a comprehensive guide that covers the IBM Power System AC922 server (8335-GTG and 8335-GTW models). The Power AC922 server is the next generation of the IBM Power processor-based systems, which are designed for deep learning and artificial intelligence (AI), high-performance analytics, and high-performance computing (HPC). This paper introduces the major innovative Power AC922 server features and their relevant functions: Powerful IBM POWER9™ processors that offer 16 cores at 2.6 GHz with 3.09 GHz turbo performance or 20 cores at 2.0 GHz with 2.87 GHz turbo for the 8335-GTG Eighteen cores at 2.98 GHz with 3.26 GHz turbo performance or 22 at 2.78 GHz cores with 3.07 GHz turbo for the 8335-GTW IBM Coherent Accelerator Processor Interface (CAPI) 2.0, IBM OpenCAPI™, and second-generation NVIDIA NVLink technology for exceptional processor-to-accelerator intercommunication Up to six dedicated NVIDIA Tesla V100 GPUs This publication is for professionals who want to acquire a better understanding of IBM Power Systems™ products and is intended for the following audiences: Clients Sales and marketing professionals Technical support professionals IBM Business Partners Independent software vendors (ISVs) This paper expands the set of IBM Power Systems documentation by providing a desktop reference that offers a detailed technical description of the Power AC922 server. This paper does not replace the current marketing materials and configuration tools. It is intended as an extra source of information that, together with existing sources, can be used to enhance your knowledge of IBM server solutions.
    Anmerkung: Online resource; Title from title page (viewed March 26, 2018)
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  • 95
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (124 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This IBM® Redpaper™ publication describes a software-defined infrastructure (SDI) solution with IBM PowerVC. In IBM PowerVC SDI, you combine scale-out IBM Power Systems™ servers with software that creates the whole stack that is needed to provide virtual machines (VMs) for applications such as open source databases or Hadoop. The SDI solution uses base IBM Power Systems technologies such as IBM PowerVM® NovaLink and the open source hypervisor kernel-based virtual machine (KVM). The solution combines with sophisticated storage technologies, such as IBM Spectrum™ Scale, and with the powerful networking capabilities that are provided by the Open vSwitch (OVS) technology. IBM PowerVC "hides" much of this software so that it is not apparent to your daily cloud operations. By using IBM PowerVC, you can manage scale-out SDI-based systems along with traditional PowerVM systems. This publication describes how to install and configure the SDI solution using PowerVM and IBM PowerVC running on the Power Systems platform. This publication also presents the essentials to help existing Power Systems technical specialists use existing "under the covers" disk space to build a cost-effective cloud solution.
    Anmerkung: Online resource; Title from title page (viewed July 24, 2018)
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  • 96
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469098654
    Sprache: Englisch
    Seiten: 1 online resource (17097 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: What if we could speak Words of Life that transform those under our influence and ignite fires of intrinsic motivation? What if those we lead found great purpose in what they do and worked at their jobs with all their heart? Isn't that what leaders, parents and teachers really want? Ultimately, don't we hope to foster intrinsic motivation so that the individuals we lead become better employees, better students or better athletes? Recent discoveries of brain science and the wisdom of top CEO's that Dr. Tim Irwin interviewed for this book give us the answers we've long sought. In most organizations, the methods used to provide feedback to employees such as performance appraisal or multi-rater feedback systems, in fact, accomplish the exact opposite of what we intend. We inadvertently speak Words of Death. Brain science tells us that these methods tend to engage a natural "negativity bias" that is hardwired in us all. Science in recent years discovered that affirmation sets in motion huge positive changes in the brain. It releases certain neuro chemicals associated with well-being and higher performance. Amazingly, criticism creates just the opposite neural reaction. Leaders must forever ban the term, "Constructive Criticism." Brain science tells us that we can establish a connection between the employee's work and his or her aspirations.
    Anmerkung: Online resource; Title from title page (viewed May 21, 2018) , Mode of access: World Wide Web.
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  • 97
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Tantor Media, Inc. | Boston, MA : Safari
    ISBN: 9781977393548
    Sprache: Englisch
    Seiten: 1 online resource (38895 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: How Hansel and Gretel, Sherlock Holmes, the movie Groundhog Day, Harry Potter, and other familiar stories illustrate the concepts of computing. Picture a computer scientist, staring at a screen and clicking away frantically on a keyboard, hacking into a system, or perhaps developing an app. Now delete that picture. In Once Upon an Algorithm, Martin Erwig explains computation as something that takes place beyond electronic computers, and computer science as the study of systematic problem solving. Erwig points out that many daily activities involve problem solving. Getting up in the morning, for example: You get up, take a shower, get dressed, eat breakfast. This simple daily routine solves a recurring problem through a series of well-defined steps. In computer science, such a routine is called an algorithm. Erwig illustrates a series of concepts in computing with examples from daily life and familiar stories. Hansel and Gretel, for example, execute an algorithm to get home from the forest. The movie Groundhog Day illustrates the problem of unsolvability; Sherlock Holmes manipulates data structures when solving a crime; the magic in Harry Potter's world is understood through types and abstraction; and Indiana Jones demonstrates the complexity of searching. Along the way, Erwig also discusses representations and different ways to organize data; "intractable" problems; language, syntax, and ambiguity; control structures, loops, and the halting problem; different forms of recursion; and rules for finding errors in algorithms. This engaging book explains computation accessibly and shows its relevance to daily life. Something to think about next time we execute the algorithm of getting up in the morning.
    Anmerkung: Online resource; Title from title page (viewed June 12, 2018) , Mode of access: World Wide Web.
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  • 98
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469098432
    Sprache: Englisch
    Seiten: 1 online resource (33952 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: One of the most difficult things to do as a manager is spotting raw talent and then devoting the time and energy to shape and mold that employee toward achieving growth and excellence. The Everything Coaching and Mentoring Book guides managers and aspiring managers through implementing a successful coaching and mentoring program both in the workplace and in life. From delegating responsibility to expanding knowledge base and skill level, The Everything Coaching and Mentoring Book, gives you completely updated information on this new approach. This indispensable guide features information on: Inspiring self-motivation; Coaching versus mentoring; Overcoming common workplace problems; Managing diversity; Debunking common myths and mis-conceptions. The Everything Coaching and Mentoring Book even takes listeners beyond the workplace and provides insight into extending their newfound knowledge in all areas of life-including at home and in social settings.
    Anmerkung: Online resource; Title from title page (viewed July 17, 2018) , Mode of access: World Wide Web.
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  • 99
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Tantor Media, Inc. | Boston, MA : Safari
    ISBN: 9781977305923
    Sprache: Englisch
    Seiten: 1 online resource (43912 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: Examples of the value that can be created and captured through crowdsourcing go back to at least 1714 when the UK used crowdsourcing to solve the Longitude Problem, obtaining a solution that would enable the UK to become the dominant maritime force of its time. Today, Wikipedia uses crowds to provide entries for the world's largest and free encyclopedia. Partly fueled by the value that can be created and captured through crowdsourcing, interest in researching the phenomenon has been remarkable. Despite this-or perhaps because of it-research into crowdsourcing has been conducted in different research silos, within the fields of management (from strategy to finance to operations to information systems), biology, communications, computer science, economics, political science, among others. In these silos, crowdsourcing takes names such as broadcast search, innovation tournaments, crowdfunding, community innovation, distributed innovation, collective intelligence, open source, crowdpower, and even open innovation. This book aims to assemble chapters from many of these silos. Chapters provide a systematic overview of the research on crowdsourcing from different fields based on a more encompassing definition of the concept, its difference for innovation, and its value for both private and public sector.
    Anmerkung: Online resource; Title from title page (viewed October 16, 2018) , Mode of access: World Wide Web.
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  • 100
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Ascent Audio | Boston, MA : Safari
    ISBN: 9781469069579
    Sprache: Englisch
    Seiten: 1 online resource (34782 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks
    Kurzfassung: Your organization can save and thrive in the cloud with this first non-technical guide to cloud computing for business leaders In less than a decade Google, Amazon, and Salesforce.com went from unknown ideas to powerhouse fixtures in the economic landscape; in even less time offerings such as Linkedin, Youtube, Facebook, Twitter and many others also carved out important roles; in less than five years Apple's iTunes became the largest music retailer in North America. They all share one key strategic decision-each of these organizations chose to harness the power of cloud computing to power their drives to dominance. With roots in supercomputing and many other technical disciplines, cloud computing is ushering in an entirely new economic reality-technology-enabled enterprises built on low cost, flexible, and limitless technical infrastructures. The Executive's Guide to Cloud Computing reveals how you can apply the power of cloud computing throughout your enterprise, giving members of the C-suite a detailed look at: Why cloud computing must be a top priority on your company's IT roadmaps How the drive for scale, lower costs and greater agility is making cloud computing a fiscal and technological imperative The relationship between cloud computing and other relevant IT initiatives The strategic implications of cloud computing for the enterprise Where to begin and how to get started integrating cloud computing into your existing operations Now you can harness cloud computing's potential for your organization. Executive's Guide to Cloud Computing shows you how.
    Anmerkung: Online resource; Title from title page (viewed September 19, 2018) , Mode of access: World Wide Web.
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