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  • Salon, Data  (51)
  • Calder, Alan  (33)
  • Boston, MA : Safari  (84)
  • Wiesbaden : Springer Fachmedien Wiesbaden
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  • 1
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787783010
    Sprache: Englisch
    Seiten: 1 online resource (145 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: ISO 22301:2019 and business continuity management – Understand how to plan, implement and enhance a business continuity management system (BCMS) walks you through the requirements of ISO 22301, explaining what they mean and how your organisation can achieve compliance. It is an essential companion guide for those working in business continuity.
    Anmerkung: Online resource; Title from title page (viewed March 25, 2021) , Mode of access: World Wide Web.
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  • 2
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787783447
    Sprache: Englisch
    Seiten: 1 online resource (54 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books
    Kurzfassung: The EU Data Protection Code of Conduct for Cloud Service Providers provides guidance on how to implement the Code within your organisation, exploring the objectives of the Code and how compliance can be achieved with or without a pre-existing ISMS (information security management system) within the organisation.
    Anmerkung: Online resource; Title from title page (viewed November 2, 2021) , Mode of access: World Wide Web.
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  • 3
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787782808
    Sprache: Englisch
    Seiten: 1 online resource (85 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Ransomware will cost companies around the world $20 billion in 2021. Prepare for, recognise and survive ransomware attacks with this essential guide which sets out clearly how ransomware works, to help business leaders better understand the strategic risks, and explores measures that can be put in place to protect the organisation.
    Anmerkung: Online resource; Title from title page (viewed February 18, 2021) , Mode of access: World Wide Web.
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  • 4
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787783478
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 6 hr., 43 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos
    Kurzfassung: This fully accredited, practitioner-led course will equip you with the key skills involved in planning, implementing and maintaining an ISO 27001-compliant ISMS. It will teach you: • The nine key steps involved in planning, implementing and maintaining an ISO 27001-compliant ISMS; • Information security management best practices to ensure the confidentiality, integrity and availability of data; • How to structure and manage your ISO 27001 project; and • Typical pitfalls and challenges and how to deal with them. Exam If you would like to purchase the exam please use the following link - https://www.itgovernance.co.uk/shop/product/certified-iso-27001-isms-lead-implementer-cis-li-exam-voucher
    Anmerkung: Online resource; Title from title screen (viewed November 1, 2021) , Mode of access: World Wide Web.
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  • 5
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787782624
    Sprache: Englisch
    Seiten: 1 online resource (361 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This book is a comprehensive cyber security implementation manual which gives practical guidance on the individual activities identified in the IT Governance Cyber Resilience Framework (CRF) that can help organisations become cyber resilient and combat the cyber threat landscape.
    Anmerkung: Online resource; Title from title page (viewed December 10, 2020) , Mode of access: World Wide Web.
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  • 6
    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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  • 7
    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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  • 8
    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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  • 9
    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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  • 10
    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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  • 11
    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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  • 12
    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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  • 13
    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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  • 14
    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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  • 15
    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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  • 16
    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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  • 17
    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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  • 18
    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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  • 19
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787782549
    Sprache: Englisch
    Seiten: 1 online resource (77 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Thrive under the GDPR (General Data Protection Regulation) wherever you are in the world. This pocket guide will help you understand the Regulation, the broader principles of data protection, and what the GDPR means for businesses in Europe and beyond.
    Anmerkung: Online resource; Title from title page (viewed October 15, 2020) , Mode of access: World Wide Web.
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  • 20
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787782396
    Sprache: Englisch
    Seiten: 1 online resource (4949 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks ; local
    Kurzfassung: The NIST CSF is a framework for organizations to manage and mitigate cybersecurity risk based on existing standards, guidelines, and practices.
    Anmerkung: Online resource; Title from title page (viewed July 27, 2020) , Mode of access: World Wide Web.
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  • 21
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787782273 , 1787782271 , 9781787782297
    Sprache: Englisch
    Seiten: 1 online resource (38 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Understand the basics of business continuity and ISO 22301:2019 with this concise pocket guide, which will help you ensure your organisation can continue to operate in the event of a disruption.
    Anmerkung: Online resource; Title from title page (viewed June 30, 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 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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  • 23
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (58 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This pocket guide is perfect as a quick reference for PCI professionals, or as a handy introduction for new staff. It explains the fundamental concepts of the latest iteration of the PCI DSS, v3.2.1, making it an ideal training resource. It will teach you how to protect your customers' cardholder data with best practice from the Standard.
    Anmerkung: Online resource; Title from title page (viewed September 5, 2019)
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  • 24
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787780873
    Sprache: Englisch
    Seiten: 1 online resource (10735 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks ; local
    Kurzfassung: Aligned with the latest iteration of the Standard – ISO 27001:2013 – this new edition of the original no-nonsense guide to successful ISO 27001 certification is ideal for anyone tackling ISO 27001 for the first time, and covers each element of the ISO 27001 project in simple, non-technical language
    Anmerkung: Online resource; Title from title page (viewed October 2, 2019)
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  • 25
    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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  • 26
    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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  • 27
    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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  • 28
    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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  • 29
    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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  • 30
    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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  • 31
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    [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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  • 32
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    [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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  • 33
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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 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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  • 34
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    [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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  • 35
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787780743
    Sprache: Englisch
    Seiten: 1 online resource (76 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This concise guide is essential reading for US organizations wanting an easy to follow overview of the GDPR and the compliance obligations for handling data of EU citizens, including guidance on the EU-U.S. Privacy Shield.
    Anmerkung: Online resource; Title from title page (viewed October 15, 2019)
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  • 36
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    [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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  • 37
    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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  • 38
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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 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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  • 39
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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 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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  • 40
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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 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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  • 41
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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 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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  • 42
    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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  • 43
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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 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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  • 44
    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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  • 45
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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 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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  • 46
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (181 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Ideal for risk managers, information security managers, lead implementers, compliance managers and consultants, as well as providing useful background material for auditors, this book will enable readers to develop an ISO 27001-compliant risk assessment framework for their organisation and deliver real, bottom-line business benefits.
    Anmerkung: Online resource; Title from title page (viewed August 29, 2019)
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  • 47
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787781702
    Sprache: Englisch
    Seiten: 1 online resource (42 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This useful pocket guide is an ideal introduction for those wanting to understand more about ISO 38500. It describes the scope, application and objectives of the Standard and outlines its six core principles.
    Anmerkung: Online resource; Title from title page (viewed September 26, 2019)
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  • 48
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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 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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  • 49
    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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  • 50
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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 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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  • 51
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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 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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  • 52
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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 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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  • 53
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    [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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  • 54
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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 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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  • 55
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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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  • 56
    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 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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  • 57
    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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  • 58
    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 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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  • 59
    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 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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  • 60
    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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  • 61
    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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  • 62
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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 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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  • 63
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    [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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  • 64
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    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787780705
    Sprache: Englisch
    Seiten: 1 online resource (87 pages)
    Ausgabe: 2nd edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This concise guide is essential reading for EU organisations wanting an easy to follow overview of the new regulation and the compliance obligations for handling data of EU citizens. The EU General Data Protection Regulation (GDPR) will unify data protection and simplify the use of personal data across the EU, and automatically supersedes member states domestic data protection laws. It will also apply to every organisation in the world that processes personal information of EU residents. The Regulation introduces a number of key changes for all organisations that process EU residents’ personal data. EU GDPR: A Pocket Guide provides an essential introduction to this new data protection law, explaining the Regulation and setting out the compliance obligations for EU organisations. This second edition has been updated with improved guidance around related laws such as the NIS Directive and the future ePrivacy Regulation. EU GDPR – A Pocket Guide sets out: A brief history of data protection and national data protection laws in the EU (such as the German BDSG, French LIL and UK DPA). The terms and definitions used in the GDPR, including explanations. The key requirements of the GDPR, including: Which fines apply to which Articles; The six principles that should be applied to any collection and processing of personal data; The Regulation’s applicability; Data subjects’ rights; Data protection impact assessments (DPIAs); The role of the data protection officer (DPO) and whether you need one; Data breaches, and the notification of supervisory authorities and data subjects; Obligations for international data transfers. How to comply with the Regulation, including: Understanding your data, and where and how it is used (e.g. Cloud suppliers, physical records); The documentation you need to maintain (such as statements of the information you collect and process, records of data subject consent, processes for protecting personal data); The “appropriate technical and organisational measures” you need to take to ensure your compliance with the Regulation. A full index of the Regulation, enabling you to find relevant Articles quickly and easily.
    Anmerkung: Online resource; Title from title page (viewed October 23, 2018) , Mode of access: World Wide Web.
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  • 65
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (57 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This pocket guide is an introduction to the EU’s NIS Directive (Directive on security of network and information systems). It outlines the key requirements, details which digital service providers are within scope, and explains how the security objectives from ENISA’s Technical Guidelines and international standards can help DSPs achieve compliance
    Anmerkung: Online resource; Title from title page (viewed November 1, 2018)
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  • 66
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (64 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This pocket guide is a primer for any OES (operators of essential services) that needs to comply with the NIS Regulations, and explores who they are, and why the NIS Regulations are different for them.
    Anmerkung: Online resource; Title from title page (viewed November 1, 2018)
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  • 67
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    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787780057
    Sprache: Englisch
    Seiten: 1 online resource (92 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: The EU General Data Protection Regulation (GDPR) unifies data protection and unifies data protection across the EU. It applies to every organisation in the world that handles EU residents’ personal data – which includes schools. The Regulation introduces a number of key changes for schools – and the change from compliance with the Data Protection Act 1998 (DPA) to GDPR compliance is a complex one. We have revised our popular EU GDPR – A Pocket Guide to include specific expectations of and requirements for schools, and provide an accessible overview of the changes you need to make to comply with the Regulation. GDPR – A Pocket Guide Schools’ Edition sets out: A brief history of data protection and national data protection laws in the EU, including as the UK’s DPA); Explanations of the terms and definitions used in the GDPR; The key requirements of the GDPR; The need to appoint a data protection officer (DPO); The lawful basis of processing data and when consent is needed; How to comply with the Regulation; and A full index of the Regulation, enabling you to find relevant articles quickly and easily. This pocket guide is the ideal resource for anyone wanting a clear, concise primer on the GDPR.
    Anmerkung: Online resource; Title from title page (viewed September 17, 2018)
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  • 68
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    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787780958
    Sprache: Englisch
    Seiten: 1 online resource (4427 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks ; local
    Kurzfassung: Cyber Essentials certification will provide numerous benefits, including the opportunity to tender for business where certification to the scheme may be a prerequisite.This pocket guide explains how to achieve certification to Cyber Essentials in a fast, effective and cost-effective manner.
    Anmerkung: Online resource; Title from title page (viewed October 18, 2018)
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  • 69
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781787780866
    Sprache: Englisch
    Seiten: 1 online resource (5943 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Audiobooks ; local
    Kurzfassung: Information security means much more than a technology solution, and requires buy-in from senior managers and the collaboration of all staff in the organisation. By looking at ISO27001 and ISO27002 together, this pocket guide gives a wider view of what it means to implement an ISO27001 ISMS.
    Anmerkung: Online resource; Title from title page (viewed October 2, 2018)
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  • 70
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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 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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  • 71
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (78 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: The NIST CSF is a framework for organizations to manage and mitigate cybersecurity risk based on existing standards, guidelines, and practices.
    Anmerkung: Online resource; Title from title page (viewed September 28, 2018)
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  • 72
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (61 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: This pocket guide is a primer for any DSPs (digital service providers) that needs to comply with the NIS Regulations, and explores who they are, and why the NIS Regulations are different for them.
    Anmerkung: Online resource; Title from title page (viewed November 1, 2018)
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  • 73
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    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781849289306
    Sprache: Englisch , Spanisch
    Seiten: 1 online resource (139 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Orientación paso a paso sobre la implementación de la ISO 27001 con éxito En lenguaje sencillo y nada técnico, esta guía le llevará por los pasos clave de un proyecto de la ISO 27001 para asegurar su éxito, desde el comienzo a la certificación: Encargo del proyecto Inicio del proyecto Inicio del SGSI Marco de la gestión Criterios de seguridad de referencia Gestión del riesgo Implementación Medición, monitorización y revisión Certificación Ahora en esta tercera edición y alineada con la ISO 27001:2013, esta guía es ideal para cualquiera que emprenda la norma por primera vez. "Es como tener un consultor de $300/h codo con codo mientras considera los aspectos de obtener apoyo de la gerencia, la planificación, el alcance, la comunicación, etc." Thomas F. Witwicki Con este libro, averiguará cómo: Conseguir apoyo de la gerencia y mantener la atención del consejo; Crear un marco de gestión y realizar un análisis de las deficiencias, para que pueda entender claramente los controles que ya tiene implantados e identificar dónde tiene que centrar sus esfuerzos; Estructurar y conseguir recursos para su proyecto, incluido le asesoramiento sobre si utilizar consultores o hacerlo usted mismo, y un examen de las herramientas y recursos disponibles que harán su trabajo más fácil; Llevar a cabo una evaluación del riesgo en cinco pasos, y crear una Declaración de aplicabilidad y un plan de tratamiento del riesgo; Integrar su SGSI de la ISO 27001 con un SGC de la ISO 9001 y otros sistemas de calidad; Abordar los retos de la documentación que afrontará cuando cree políticas empresariales, procedimientos, instrucciones de trabajo y registros, incluidas alternativas viables para un enfoque de prueba y error costoso; Mejorar continuamente su SGSI, incluida la auditoría y prueba internas, y la revisión gerencial; Este título le dará la orientación que necesita para entender los requisitos de la norma y asegurarse de que su proyecto de implementación sea un éxito, lo cual incluye los seis secretos para un éxito de certificación. Experiencia Lograr y mantener una certificación acreditada con la ISO 27001, la norma internacional que expone los requisitos de un SGSI, puede ser una tarea complicada, especialmente para los implementadores que sean nuevos con la norma. El autor, Alan Calder, conoce la ISO 27001 al derecho y al revés: es el fundador y presidente ejecutivo de IT Governance, y dirigió la implementación del primer sistema de gestión en lograr u...
    Anmerkung: Online resource; Title from title page (viewed June 8, 2017) , Mode of access: World Wide Web.
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  • 74
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    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781849289221
    Sprache: Englisch , Französisch
    Seiten: 1 online resource (139 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Guide étape par étape vers une mise en œuvre réussie de la norme ISO 27001 Rédigé dans un langage pratique et non technique, ce guide vous guidera au travers des étapes clés d'un projet ISO 27001 afin d'en assurer le succès - de la création à la certification: Mandat du projet Lancement du projet Lancement du SMSI Cadre de management Critères de sécurité de base Gestion du risque Mise en œuvre Mesures, surveillance et réexamen Certification Aujourd'hui dans sa troisième édition et conforme à l'ISO 27001:2013, ce guide est idéal pour toute personne qui aborderait cette norme pour la première fois. « C'est comme avoir un consultant à 300 $/heure sous la main lorsque vous abordez les différentes questions relatives à la planification, au domaine d'application, à la communication, à la façon d'obtenir l'appui de la direction, etc. » Thomas F. Witwicki Avec ce livre, vous découvrirez comment: Obtenir le soutien de la direction et garder l'attention du conseil d'administration; Créer un cadre de gestion et effectuer une analyse des manques, afin de pouvoir clairement comprendre les contrôles que vous avez déjà mis en place et identifier où concentrer vos efforts; Structurer et mettre en valeur votre projet - y compris des conseils pour faire appel à des consultants ou le faire vous-même, et un examen des outils et des ressources disponibles qui faciliteront votre travail; Mener une évaluation des risques en cinq étapes et établir une déclaration d'applicabilité ainsi qu'un plan de traitement des risques; Intégrer votre SMSI ISO 27001 à un SGQ ISO 9001 et à d'autres systèmes de gestion; Répondre aux défis que vous devrez relever en matière de documentation lorsque vous créez des politiques d'entreprise, des procédures, des instructions de travail et des enregistrements : dont des alternatives viables à une approche coûteuse par « essais et erreurs » ; Améliorer continuellement votre SMSI, y compris par des audits et des tests internes, et l'examen par la direction; Cet ouvrage vous offrira les conseils dont vous avez besoin pour comprendre les exigences de la norme et vous assurer que votre projet de mise en œuvre est un succès. Il comprend six secrets pour une certification réussie. Historique L'obtention et le maintien d'une certification accréditée selon la norme ISO 27001, la norme internationale qui établit les exigences d'un SMSI, peut s'avérer une tâche compliquée, en particulier pour les responsables de la mise en œuvre qui d...
    Anmerkung: Online resource; Title from title page (viewed April 20, 2017) , Mode of access: World Wide Web.
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  • 75
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781849288613
    Sprache: Englisch , Französisch
    Seiten: 1 online resource (98 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Une amorce claire et concise sur le règlement général sur la protection des données Le règlement général sur la protection des données va unifier la protection des données et faciliter la circulation des données personnelles dans l'UE quand il entre en vigueur en mai 2018, et il sera applicable à toutes les organisations dans le monde qui font des affaires avec les résidents de l'UE. Le règlement introduit un certain nombre de changements importants pour les organisations. RGPD UE: Guide de poche donne un aperçu accessible des changements que vous devez faire dans votre organisation pour se conformer à la nouvelle loi. Product overview RGPD UE : Guide de poche énonce: Une brève histoire de la protection des données et les lois nationales sur la protection des données dans l'UE (tels que le DPA du Royaume-Uni, le BDSG allemand et la loi informatique et libertés française). Les termes et les définitions utilisées dans le règlement général sur la protection des données, y compris les explications. Les principales exigences du règlement général sur la protection des données, y compris: Quelles amendes appliquer à quels articles; Les six principes qui devraient être appliqués à toute collecte et le traitement des données personnelles; L'applicabilité du règlement; Les droits des personnes concernées; Les études d'impact sur la protection des données; Le rôle de l'agent de la protection des données DPO et si vous en avez besoin; Les violations de données, et la notification des autorités de contrôle et les personnes concernées; Les obligations pour les transferts internationaux de données. Comment se conformer au règlement, y compris: Comprendre vos données, et où et comment elles sont utilisées (par exemple, les fournisseurs de Cloud, disques physiques); La documentation que vous devez maintenir (comme les déclarations de l'information que vous recueillez et traitez, les dossiers de consentement des personnes concernées, les processus de la protection des données personnelles); Les "mesures techniques et organisationnelles appropriées" que vous devez prendre pour assurer votre conformité avec le règlement. Un index complet du Règlement général sur la protection des données, qui vous permette de trouver les articles pertinents rapidement et facilement. Alan Calder, le fondateur et président exécutif du IT Governance Ltd, est un expert de la cyber-sécurité reconnu internationalement et un auteur de premier plan sur la sécurité de l'information et...
    Anmerkung: Online resource; Title from title page (viewed January 17, 2017)
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  • 76
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781849289108
    Sprache: Englisch , Deutsch
    Seiten: 1 online resource (88 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Schützen Sie die Informationen Ihrer Organisation mit ISO27001:2013 Informationen gehören zu den wichtigsten Ressourcen Ihrer Organisation und ihre Sicherheit ist überlebenswichtig für Ihr Geschäft. Dieser praktische Taschenführer bietet einen grundlegenden Überblick über die beiden wichtigsten Informationssicherheitsstandards mit den formalen Anforderungen (ISO27001:2013) zum Erstellen eines Informationssicherheit-Managementsystems (ISMS) sowie Empfehlungen zu besten Verfahren (ISO27002:2013) für alle jenen, die dieses Einführen, Umsetzen oder Verwalten müssen. Ein auf der Norm ISO27001/ISO27002 basierendes ISMS bietet zahlreiche Vorteile: Verbessern Sie Ihre Effizienz durch Informationssicherheitssysteme und vorgehensweisen, dank derer Sie sich auf ihr Kerngeschäft konzentrieren können Schützen Sie Ihre Informationswerte vor einer Reihe von Cyber-Bedrohungen, krimineller Aktivitäten, Gefährdungen durch Insider und Systemausfälle Managen Sie Ihre Risiken systematisch und erstellen Sie Pläne zum Beseitigen oder Verringern von Cyber-Bedrohungen Erkennen Sie Bedrohungen oder Prozessfehler eher und beheben Sie sie schneller Der nächste Schritt zur Zertifizierung? Sie können einen unabhängigen Audit Ihres ISMS anhand der Spezifikationen der Norm ISO27001 vornehmen lassen und, wenn dieser die Konformität Ihres ISMS bestätigt, unter Umständen einen akkreditierte Zertifizierung erhalten. Wir veröffentlichen eine Reihe von Toolkits und Büchern zum Thema ISMS (wie „Nine Steps to Success“), die Sie dabei unterstützen. Inhalt Die ISO/IEC 27000 Familie von Informationssicherheitsstandards; Hintergrund der Normen; Unterschied Spezifikation - Leitfaden; Zertifizierungsprozess; Die ISMS und ISO27001; Überblick über ISO/IEC 27001:2013; Überblick über ISO/IEC 27002:2013; Dokumente und Aufzeichnungen; Führungsverantwortung; Prozessansatz und PDCA-Zyklus; Kontext, Politik und Anwendungsbereich; Risikobeurteilung; Die Erklärung zur Anwendbarkeit; Umsetzung; Überprüfung und Handeln; Managementprüfung; ISO27001 Anhang A; Über den Autor Alan Calder ist Gründer und Vorstandsvorsitzender der IT Governance Ltd, ein Informations-, Analyse- und Beratungsunternehmen, das Unternehmen bei der Verwaltung von IT-Governance-, Risikomanagement-, Compliance- und Informationssicherheitsfragen unterstützt. Er verfügt über eine langjährige Erfahrung im Senior Management im privaten und öffentlichen Sektor. Dieser praktische Taschenführer bietet einen grundlegenden Übe...
    Anmerkung: Online resource; Title from title page (viewed April 11, 2017) , Mode of access: World Wide Web.
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  • 77
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781849289061
    Sprache: Englisch , Französisch
    Seiten: 1 online resource (84 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Protégez l'information de votre organisation grâce à l'ISO27001 :2013 L'information est l'une des ressources les plus importantes de votre organisation, et la conservation de cette information est vitale pour votre entreprise Ce guide de poche pratique est un aperçu essentiel de deux normes clés en matière de sécurité de l'information, il couvre les exigences formelles (ISO27001:2013) pour la création d'un système de management de la sécurité de l'information (SMSI), ainsi que les recommandations des meilleures pratiques (ISO27002:2013) pour les responsables du lancement, de la mise en œuvre ou du suivi. Un SMSI se basant sur l'ISO27001/ISO27002 offre une foule d'avantages: Une amélioration de l'efficacité, en mettant en place des systèmes et des procédures de sécurité de l'information vous permettant de vous concentrer davantage sur votre activité principale. Il protège vos actifs d'information d'un large éventail de cyber-attaques, d'activités criminelles, de compromis internes et de défaillance du système. Gérez vos risques de façon systémique et établissez des plans pour éliminer ou réduire les menaces cybernétiques. Il permet une détection plus rapide des menaces ou des erreurs de traitement, et une résolution plus rapide. Prochaine étape vers la certification ? Vous pouvez organiser un audit indépendant de votre SMSI en fonction des spécifications de l'ISO27001 et, si votre SMSI est conforme, obtenir éventuellement une certification accréditée. Nous publions une série de boîtes à outils de documentations et des ouvrages sur le SMSI (tels que Neuf étapes vers le succès) pour vous aider à atteindre cet objectif. Sommaire La famille ISO/CEI 27000 des normes de sécurité de l'information ; Historique des normes ; Spécification ou Code de bonne pratique ; Procédure de certification ; Le SMSI et l'ISO27001 ; Aperçu de l'ISO/CEI 27001 :2013 ; Aperçu de l'ISO/CEI 27002 :2013 ; Documentation et enregistrements ; Responsabilités du management ; Approche procédurale et cycle PDCA ; Contexte, politique et domaine d'application ; Évaluation des risques ; La Déclaration d'Applicabilité ; Mise en œuvre ; Contrôler et agir ; Examen par le management ; ISO27001 Annexe A Concernant l'auteur Alan Calder est le fondateur et le président exécutif d'IT Governance Ltd, un cabinet d'information, d'avis et de conseils qui aide les conseils d'administration des entreprises à s'attaquer aux questions de gouvernance informatique, de gestion des risques,...
    Anmerkung: Online resource; Title from title page (viewed April 11, 2017) , Mode of access: World Wide Web.
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  • 78
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    ISBN: 9781849289184
    Sprache: Englisch , Spanisch
    Seiten: 1 online resource (83 pages)
    Ausgabe: 1st edition
    Paralleltitel: Erscheint auch als
    Schlagwort(e): Data protection Standards ; Data protection Evaluation ; Electronic books ; local ; Protection de l'information (Informatique) ; Normes ; Protection de l'information (Informatique) ; Évaluation ; COMPUTERS ; Security ; General ; Data protection ; Standards ; Electronic books ; Electronic books ; Electronic books
    Kurzfassung: Proteja la información de su organización con la ISO27001:2013 La información es uno de los recursos más importantes de su organización y mantener esa información segura es vital para su negocio. Esta guía de bolsillo útil es una visión de conjunto esencial sobre las dos normas de la seguridad de la información clave que cubren los requisitos formales (ISO27001:2013) para crear un Sistema de Gestión de la Seguridad de la Información (SGSI) y las recomendaciones de mejores prácticas (ISO27002:2013) para aquellos responsables de iniciar, implementar o mantenerlo. Un SGSI basado en la ISO27001/ISO27002 ofrece un sinfín de beneficios: Eficacia mejorada implantando procedimientos y sistemas de seguridad de la información, que le permiten concentrarse en su actividad empresarial principal. Protege sus activos de información de un amplio abanico de ciberamenazas, actividad criminal, compromiso de información privilegiada y fallo del sistema. Gestione sus riesgos sistemáticamente y establezca planes para eliminar o reducir las ciberamenazas. Permite la detección temprana de amenazas o errores de procesamiento y una solicuón más rápida ¿Siguiente paso para la certificación? Puede organizar una auditoría independiente de su SGSI frente a las especificaciones de la ISO27001 y, si su SGSI se ajusta, finalmente logra la certificación acreditada. Publicamos una variedad de libros y herramientas de documentación del SGSI (como Nueve pasos para el éxito) para ayudarle a lograr esto. Índice La familia de normas de la seguridad de la información ISO-/IEC 27000; Historia de las Normas; Especificación frente al Código de Prácticas; Proceso de certificación; El SGSI y la ISO27001; Visión de conjunto de la ISO/IEC 27001:2013; Visión de conjunto de la ISO/IEC 27002:2013; Documentación y registros; Responsabilidad de la gestión; Enfoque del proceso y el ciclo PDCA; Contexto, política y alcance; Evaluación del riesgo; La declaración de aplicabilidad (SoA); Implementación; 15. Verificar y actuar; Revisión gerencial; ISO27001; Anexo A Acerca del autor Alan Calder es el fundador y presidente ejecutivo de IT Governance Ltd, una empresa de información, asesoramiento y consultoría que ayuda a los consejos de administración de empresas a abordar problemas de gobierno de TI, gestión del riesgo, cumplimiento y seguridad de la información. Tiene muchos años de experiencia en alta gerencia en los sectores públicos y privados. Una guía de bolsillo que proporciona una visi...
    Anmerkung: Online resource; Title from title page (viewed June 1, 2017) , Mode of access: World Wide Web.
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (78 pages)
    Ausgabe: 2nd edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Protect your organisation's information assets using ISO27001:2013 Information is one of your organisation's most important resources. Keeping it secure is therefore vital to your business. This handy pocket guide is an essential overview of two key information security standards that cover the formal requirements (ISO27001:2013) for creating an Information Security Management System (ISMS), and the best-practice recommendations (ISO27002:2013) for those responsible for initiating, implementing or maintaining it. Furthering the objectives of your organisation Information security means much more than a technology solution, and requires buy-in from senior managers and the collaboration of all staff in the organisation. For this reason, ISO27001 is not a one-size-fits solution, nor is it designed to be a static, fixed entity. By looking at ISO27001 and ISO27002 together, this pocket guide gives a wider view of what it means to implement an ISO27001 ISMS. Creating an ISMS based on ISO27001/ISO27002 will help you to: Improve efficiency by having systems and procedures in place that mean people spend less time 'fire-fighting' and reacting in an ad-hoc way to security incidents. Protect your information assets from a wide range of cyber threats, such as criminal activity and fraud, user errors, outside attack, insider compromise and system failure. Manage risk systematically and put in place a plan to eliminate or reduce cyber threats to your organisation. Prepare for the worst as ISO27001 requires you to monitor information security events, enabling earlier detection of threats or processing errors, and faster resolution. Completely up to date with the latest 2013 release of ISO27001, ISO27001/ISO27002: A Pocket Guide covers: The ISO/IEC 27000:2013 family of information security standards Background to the standards certification process The ISMS and ISO27001:2013 Specification vs. Code of Practice Documentation & Records Management Responsibility Policy & Scope Risk Assessment Implementation Continual Improvement Next step to certification? If your ISMS conforms to the specification of ISO27001, you can arrange for an independent audit of the ISMS against that specification and eventually achieve certification. We publish a range of ISMS documentation toolkits and books such as Nine Steps to Success, to help you do this. Buy this book and start securing your information assets today
    Anmerkung: Online resource; Title from title page (viewed October 3, 2013) , Mode of access: World Wide Web.
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (98 pages)
    Ausgabe: 2nd edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Take your first step with Nine Steps Completely up to date with ISO27001:2013, this is the new edition of the original no-nonsense guide to successful ISO27001 certification. Ideal for anyone tackling ISO27001 for the first time, Nine Steps to Success outlines the nine essential steps to an effective ISMS implementation. Nine critical steps that mean the difference between project success and abject failure. Step-by-step advice for ISO27001: 2013 project success Based on his many years of first-hand experience with ISO27001, Alan Calder covers every single element of the ISO27001 project in simple, non-technical language, including: how to get management and board buy-in how to get cross-organizational, cross functional buy-in the gap analysis: how much do you really need to do? how to integrate with ISO9001 and other management systems how to structure and resource your project use consultants or do it yourself? the timetable and project plan risk assessment methodologies and tools the documentation challenges how to choose a certification body Read this book and discover the secrets of successful ISO27001:2013 certification
    Anmerkung: Online resource; Title from title page (viewed October 3, 2013) , Mode of access: World Wide Web.
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  • 81
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (64 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Information technology plays a fundamental role in the operations of any modern business. While the confidentiality and integrity of your organisation's information have to be protected, a business still needs to have this information readily available in order to be able to function from day to day. If you are an information security practitioner, you need to be able to sell complex and often technical solutions to boards and management teams. Persuading the board to invest in information security measures requires sales skills. As an information security professional, you are a scientific and technical specialist; and yet you need to get your message across to people whose primary interests lie elsewhere, in turnover and overall performance. In other words, you need to develop sales and marketing skills. This pocket guide will help you with the essential sales skills that persuade company directors to commit money and resources to your information security initiatives. How this book can help information security professionals: Understand basic sales techniques Find out what to do to capture the attention of management and win them over Understand how to present yourself Present yourself so that management takes you seriously, and ensure your proposal receives a proper hearing. Find out how to earn management's trust This guide shows you how to persuade management that you are the kind of information security professional who is interested in supporting, rather than impeding, business success. Learn how to craft a successful proposal This guide offers you invaluable tips on how to write a proposal that will communicate your ideas effectively to senior executives. Improve your powers of persuasion with the board ... Buy this pocket guide today!
    Anmerkung: Online resource; Title from title page (viewed June 24, 2010) , Mode of access: World Wide Web.
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  • 82
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (62 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: A Green office is a cost-effective office! Understand why with this handy reference guide!
    Anmerkung: Online resource; Title from title page (viewed March 5, 2009) , Mode of access: World Wide Web.
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  • 83
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (95 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Invaluable advice on information security in clear, accessible language! Are you making it too easy for online fraudsters to steal from your company? IT is opening up new opportunities for your business. It also offers rich pickings for the criminal. The new threat When legitimate business goes digital, organised crime cannot be far behind. So, once your business is connected to the Internet, you become vulnerable to a whole range of new threats. Hackers can break into your computer, using dictionary attacks or keystroke logging to seize the password to your email account. ; Criminals may send you emails in an attempt to trick you into downloading malicious software or to reveal your bank details. Online fraud may now be as valuable to organised crime as drug trafficking, and there are roughly 200,000 viruses, Trojans and worms circulating in cyberspace. All this means that in today's world, the bad guys are only a mouse-click away. What you can do Your business information is valuable, so it is in your interest to protect it. You also have a responsibility towards your customers. While information security breaches are costly in themselves, you also have to think about what exposing your customers to the danger of identity theft might do to your company's reputation. Sometimes these issues seem complex and bewildering. The good news is that you can take some simple steps that will help to secure your business's digital information. Common-sense precautions, like not leaving your laptop lying around in a public place, or protecting your wireless network with a firewall, make a real difference. Speaking your language If IT is not your speciality, and you are running a small business that is connected to the Internet, then this book is for you. The author steers clear of geek language, and offers you, in plain English, ten simple rules to keep you out of trouble online. The damage and losses that result from online fraud can run into thousands of pounds, so this could well be the most valuable books you ever buy! Benefits to business include: Retain customer confidence If you cannot protect your customer data, then you will leave it exposed to hackers and thieves. Breaches in your information security will not only alienate existing customers, but also scare other potential customers away. To protect the reputation of your company, you need to get up to speed on information security. Avoid fines and lawsuits If you are running a business, you ha...
    Anmerkung: Online resource; Title from title page (viewed July 1, 2008) , Mode of access: World Wide Web.
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  • 84
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    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Sprache: Englisch
    Seiten: 1 online resource (49 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Understand ISO 38500: the standard for the corporate governance of IT ISO/IEC38500 is the international standard for the corporate governance of information and communication technology. The purpose of the standard is to create a framework to ensure that the Board is appropriately involved in the governance of the organisation's IT. The standard sets out guiding principles for directors on how to ensure the effective, efficient and acceptable use of IT within their company. This useful pocket guide provides an account of the scope and objectives of the standard. It outlines the standard's six core principles, sets out the three major tasks that the standard assigns to directors regarding IT, and explains the interrelationship between the two. The guide also offers advice on how to set up and implement the IT governance framework. Business benefits of ISO/IEC 38500 (ISO38500) include: Manage the organisation's investment in IT responsibly The pocket guide shows how the standard can be used to ensure that your decision making about IT investment remains clear and transparent, and that the associated risks are clearly understood. Meet compliance requirements ISO/IEC38500 requires directors to verify that their IT systems are in compliance with all applicable regulations. As this pocket guide explains, following the procedures set out in ISO/IEC38500 will help company directors both to achieve and demonstrate compliance. Improve the performance of the organisation On average, investment in IT represents more than 50 per cent of every organisation's annual capital investment. Both private and public sector organisations need to maintain a high standard of service while at the same time keeping costs low. The pocket guide looks at how following the guidance contained in ISO/IEC38500 can enable directors to retain a grip on costs and obtain better value for money from IT equipment. Introduce effective project governance This pocket guide describes how ISO/IEC38500 can help company directors to identify problems in an IT project at an early stage. In this way, the standard promotes effective management of the risks associated with major IT projects, enables the board to keep a grip on budgets and militates against project failure. Implement ISO38500, the international standard for corporate governance of IT An IT governance framework serves to close the gap between the importance of IT and the understanding of IT. For this reason, you can use an IT go...
    Anmerkung: Online resource; Title from title page (viewed July 31, 2008) , Mode of access: World Wide Web.
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