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  • MPI Ethno. Forsch.  (524)
  • HU Berlin
  • 2015-2019  (524)
  • 1975-1979
  • [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.  (524)
Datasource
  • MPI Ethno. Forsch.  (524)
  • HU Berlin
  • HeBIS  (2)
Material
Language
Years
Year
Author, Corporation
Publisher
Keywords
Subjects(RVK)
  • 1
    Online Resource
    Online Resource
    What Is the Token Economy? (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (44 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Blockchain-based protocols like Bitcoin and Ethereum have made sending digital values in the form of tokens as cheap and easy as sending an email. But while cryptographic tokens (sometimes called "cryptocurrencies") may be as important to the next-generation internet as the World Wide Web was to Web 1.0, people aren't yet sure how to best design tokens or even what to do with them. In this report, Shermin Voshmgir, director of the Research Institute for Crypto Economics at the Vienna University of Economics, walks you through the different types of tokens, along with their properties and both operational and conceptual use cases. You'll get a concise overview of the current state of tokenization in our economy and explore the potential effects and dynamics of a future "token economy." You'll learn: What a token is A framework for determining the properties of a token Common use cases for different token types The relationship between tokens and money (including the functions of money that most current tokens don't fulfill) Where the token economy is headed
    Note: Online resource; Title from title page (viewed October 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492072973/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    Spotlight on Learning from Failure : Hiring Engineers with Jeff Potter (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Hiring for your engineering team is one of the most important determiners of engineering project success-and also an undeveloped skill in most small teams. How do you design a hiring process that's fair to candidates, respects everyone's time, and leads to the best possible outcome for your team? In this edition of Spotlight on Learning from Failure , learn the dos and don'ts of identifying the right people to add to a team, distilled from the real-world experiences of engineering hiring managers. Recorded on June 25, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Learning from Failure , you'll discover the lessons learned from failures both large and small. You'll discover how successful companies have addressed setbacks, missteps, and challenges and how you can grow from their examples.
    Note: Online resource; Title from title screen (viewed November 14, 2019)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    Spotlight on Innovation : Using Creativity to Solve Your Trickiest Business Problems with Rita J. King (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: We've moved beyond the information age into the "imagination age." In this new era of business, creativity and imagination are essential skills for success-and to preserve our own humanity. In this Spotlight on Innovation , find out how to develop the skills that will define business success in the imagination age. Science House codirector Rita J. King explains how to apply creativity and imagination to tackle complex problems in a pragmatic way. Along the way, you'll learn why intuition, although iterative in the moment, must be based in deep understanding, just as chess grandmasters' "intuitive" moves are actually based on deep study. Recorded on August 14, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Innovation , you'll discover what successful companies have in common and how you can follow their lead with small practical steps to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed December 5, 2019)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    Spotlight on Innovation : Making Things Happen with Scott Berkun (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Making Things Happen is among the most popular books on project management ever written, known for its direct, actionable, and humane advice on every aspect of leading teams and projects. For the book's 10th anniversary, author Scott Berkun presented a fast and fun summation of the book's core ideas and explained how you can apply them to the projects you're working on today. Recorded on July 10, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Innovation , you'll discover what successful companies have in common and how you can follow their lead with small practical steps to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed November 14, 2019)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Spotlight on Data : Data Pipelines and Power Imbalances-3 Cautionary Tales with Catherine D'Ignazio and Lauren Klein (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Data science, visualization, and artificial intelligence are powerful tools, but they can reinforce structural inequalities like sexism and racism. How do we-CTOs, product managers, marketing managers, data scientists, developers, and others-navigate these ethical challenges? The short answer: feminism-a vibrant body of thought and action from the past 50+ years that provides a model for analyzing and addressing the unequal distribution of power in the world as well as working toward data fairness. In this Spotlight on Data , Catherine D'Ignazio and Lauren Klein discuss key concepts from their forthcoming book, Data Feminism (MIT Press, 2020), which applies feminist ideas to data science and outlines seven principles for using data in the service of greater justice. You'll learn what "data feminism" means, how to evaluate your data practices through a feminist lens, and why feminism is not just for, about, or by women. You'll also discover how the principles of data feminism apply to different stages of the data processing pipeline, from project inception to collection to cleaning and analysis to communication. Recorded on August 19, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Data , you'll learn about, discuss, and debate the tools, techniques, questions, and quandaries in the world of data. You'll discover how successful companies leverage data effectively and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed December 5, 2019)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 6
    Online Resource
    Online Resource
    Serverless Security (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (63 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Serverless is taking the cloud native world by storm. This new approach promises extraordinary value, from increased developer productivity to dramatic cost savings. In some aspects, serverless also boasts significant security advantages compared to the server model. But as this practical report explains, securing serverless still requires diligence from the developers and application security professionals involved in the process. Guy Podjarny and Liran Tal from Snyk examine the significant benefits that serverless brings to application security, as well as the considerable risks involved when you configure a serverless system. You'll also learn a platform-agnostic security model known as CLAD that will help you address C ode vulnerabilities, L ibrary vulnerabilities, A ccess and permissions, and D ata security. This report helps you: Understand what serverless is and how this model evolved from cloud native processes Explore the three primary areas where serverless improves security Learn how the CLAD model provides four categories to help you home in on specific security issues Follow a detailed example that demonstrates how poor security manifests in real-world serverless applications
    Note: Online resource; Title from title page (viewed November 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492082538/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 7
    Online Resource
    Online Resource
    Incident Response Primer (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (46 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: With nation-states, organized crime groups, and other attackers scouring systems to steal funds, information, or intellectual property, incident response has become one of today's most important technology sectors. If you're not familiar with incident response, this practical report shows security operations center (SOC) analysts, network engineers, system administrators, and management how to conduct a complete incident response program throughout your organization. Incident response is essential for every business and organization online as more and more attackers look to make a statement, gather information, or make a buck. In this short primer, author Ric Messier explains foundational concepts and then shows you how to identify and categorize incidents. You'll learn why preparation is key for detecting activity and responding quickly. Explore incident response concepts, including the precise meaning of risk , events , incidents , and threats Understand the steps necessary to conduct incident identification and categorization Learn how threat intelligence helps you discover who's attacking and why Use threat intelligence to conduct threat hunting and inform your prevention and detection strategies Understand why an incident response program will help you limit the number of investigations you conduct
    Note: Online resource; Title from title page (viewed December 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492073659/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 8
    Online Resource
    Online Resource
    How Stripe invests in technical infrastructure (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Deciding what to work on is always difficult and is especially treacherous for folks working as infrastructure engineers and leaders. Infrastructure teams that solve the right problems subtilely shift their company's trajectory upwards. Poor approaches lead toward a morass of firefighting and frustration. With so many opportunities and sometimes fuzzy metrics, planning is threading a needle between the tyranny of choice and the specter of ambiguity. Will Larson (Stripe) unpacks the process of picking and prioritizing technical infrastructure work, which is rarely if ever discussed but is so essential to long-term company success. Will shares Stripe's approach to evolving your approach to prioritizing infrastructure as your company scales, justifying-and maybe even expanding-your company's spend on technical infrastructure, exploring the whole range of possible areas to invest into infrastructure, adapting your approach between periods of firefighting and periods of innovation, and balancing investment in supporting existing products and enabling new product development. You'll come away with a broad set of tools, frameworks, and ideas for plotting the future of your technical infrastructure. This session was recorded at the 2019 O'Reilly Velocity Conference in San Jose.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 9
    Online Resource
    Online Resource
    How Lyft migrated to a service mesh with Envoy (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Lyft has made the transition from a single monolithic service to 300+ microservices by leveraging Lyft's open source proxy Envoy. Daniel Hochman and Jose Nino begin with a brief history of the project and its rollout at Lyft, before focusing on deployment and configuration choices and how they can affect developer productivity. You'll explore the Envoy ecosystem and the ancillary services that allow operating the service mesh in a secure, reliable, and fast manner, as well as the observability tools Lyft uses that take advantage of Envoy's stats and logging to minimize the burden of managing and understanding a complex architecture. The techniques and tools presented are gaining popularity as industry best practices and are broadly applicable to internet-scale services with varying stacks and network topologies. This session was recorded at the 2019 O'Reilly Velocity Conference in San Jose.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 10
    Online Resource
    Online Resource
    Ethereum Fundamentals (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: When it comes to digitally recording and storing valuable information, no other technology can match the strength of security of the blockchain. Blockchain's distributed-ledger technology offers near immutable record keeping for transactions of all kinds, including legal contracts, property deeds, registrations, financial matters, birth certificates and other personal information, municipal archives, important business data, or any other types of activity for which inviolable records must be maintained. Of course, most people associate blockchain with cryptocurrency, but this fascinating technology is capable of much, much more. Ethereum represents the second-generation in the public blockchain, In addition to offering its own cryptocurrency (Ether) Ethereum's second-generation architecture allows it to manage many other types of assets. In this course, designed for participants who have a basic understanding of programming languages such as Java, Python, and JavaScript, and who know how to use web-based applications, your host, blockchain and Ethereum expert, Jim Sullivan, introduces you to the Ethereum network. You'll learn how it works and examine ideas like blockchain consensus, the essential concept at the core of blockchain's reliability and integrity. Jim also presents the tools you'll use to manage your Ethereum environment. You'll explore the differences between first- and second-generation blockchain technology and see how Ethereum nodes can run programming code called Smart Contracts, which you can set up to take actions on Ethereum transactions. In addition, Jim teaches you about designing and building Decentralized Applications or DApps, and much more. You'll benefit from the hands-on approach of this video course, which includes use cases to reinforce what you learn and get you started on your way toward developing enterprise Blockchain applications using Ethereum. What you'll learn-and how you can apply it Understand the structure of the Ethereum Blockchain Learn blockchain cryptography through hands-on exercises Learn how to model and build DApps via step-by-step projects How to design and build Ethereum Smart Contracts Understand common Smart Contract patterns like access restriction and state machine Understand how Ethereum manages assets such as cryptocurrencies, and other assets Use your knowledge of Ethereum to solve real-life problems This course is for you because... You're a data administrator and want to learn how blockc...
    Note: Online resource; Title from title screen (viewed December 20, 2019)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 11
    Online Resource
    Online Resource
    Deploying containerized and serverless apps with Terraform (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Christie Koehler (HashiCorp) takes you through the fundamentals of Terraform as she uses it to deploy cloud infrastructure live. You'll orient yourself to the current state of the infrastructure as Christie open as a cloud shell and inspects the Terraform state file, then makes some changes to the Terraform configuration, which deploys a new pod and configures a web service for that pod. Terraform plan with those changes, review the plan, and apply. Take a look with Christie at the Kubernetes dashboard to verify the changes have been made, and review and approve a pending pull request to the Terraform configuration that sets up a simple serverless app in the cloud infrastructure. As before, Terraform plan with those changes, review, and apply. Then take a look at the cloud provider dashboard to verify the serverless function or application has been deployed, and test it. If there's time, Christie will walk you through how to detect and manage drift (i.e., when infrastructure changes outside of Terraform). This session was recorded at the 2019 O'Reilly Open Source Conference in Portland, OR.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 12
    Online Resource
    Online Resource
    CI/CD in a cloud native world (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Systems may be going cloud native, but your CI/CD may not be keeping up. It's challenging to make sure the environments you test and develop on have parity with the environments you deploy to, and you also have to keep track of what you deployed where and when you deployed it. Moving your systems to more complicated environments impacts your entire software supply toolchain. Christie Wilson (Google) explains the challenges of testing, building, and deploying in a cloud native landscape. She examines how tools and systems available today meet these challenges, the benefits you get from cloud native CI/CD, and what's still to be solved. Prerequisite knowledge Experience with CI/CD pipelines and container-based systems What you'll learn Learn what factors to weigh and what your options are when deciding how to use CI/CD in a cloud native landscape This session was recorded at the 2019 O'Reilly Open Source Software conference in Portland.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 13
    Online Resource
    Online Resource
    10 Steps Every CISO Should Take to Secure Next-Gen Software (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (86 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: As countless breaches have proved, application security is no longer optional. But most established and trusted app sec tools were developed 10-15 years ago for a different world of software development. The next generation of software brings a different set of risks that requires new processes to manage. This report examines the security implications involved in next-generation software, from the code itself to the methodologies by which it's developed and the infrastructure surrounding its use. Cindy Blake shows you what this new software landscape looks like, covering new and evolving development technologies, tools, and frameworks and why they're relevant to security. CISOs will see why cloud native and serverless architectures (for building software) and DevOps and Agile methodologies (for managing it) are critical areas for application security as they learn the 10 steps for securing next-generation software. Discover the DevOps principles that CISOs often overlook Explore three critical shifts of next-gen software and how they impact security Dive into a next-gen application security program Get practical advice for securing next generation software
    Note: Online resource; Title from title page (viewed November 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492082910/?ar
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    MPI Ethno. Forsch.
  • 14
    Online Resource
    Online Resource
    When two-pizza teams plan a banquet : Lightweight architecture governance (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Organizations are shifting from centralized control and planning to adaptive approaches focusing on time to market, delegated autonomy, and freedom to experiment. In this new world of two-pizza teams organized around microservices, there are two common failure modes: the first is hierarchical command and control from ivory-tower architects with strict lists of approved tools and rigorous control gates for design reviews at various stages; at the opposite end of the spectrum is chaos with every team doing whatever they want and close to zero governance. Jonny LeRoy explores the Goldilocks zone that makes sure organizational risks and opportunities are handled while still giving teams as much autonomy as possible within those constraints. He draws on ThoughtWorks's recent client experience to delve into some of the strategies and approaches for creating the Goldilocks zone of lightweight governance: automating compliance, focusing on vision, principles and constraints, enrolling gatekeepers as collaborators, paved roads and the pit of success, tech radar as a lightweight governance tool, and ADRs for visibility. He also touches on how to help architects become comfortable with evolution, the org design implications, how to be responsive to skill levels on teams, and how to think about innovation zones.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 15
    Online Resource
    Online Resource
    Teaching old dogs new tricks : Infrastructure as a product (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The transformative benefits gained in evolving from a project to product mind-set should not only be for the devs. In today's digital age, it is more important than ever for the infrastructure itself to be fast, fully automated, self-healing, and scalable to meet the ever-changing business demands. The move to the cloud provides these capabilities, but the real transformation is in the people. Infrastructure teams and their traditional silos across the enterprise must transform to measure their people in terms of their collective contributions to a shared goal rather than by their efforts. This value can only be realized by changing from a project to a product mind-set. Heather Martin (Discover) walks through the journey that started with automating everything in Discover's traditional infrastructure through the capabilities of the cloud to a more valuable shift in treating the infrastructure as a product. The shift to a product-centric organization has allowed Discover to move from a less valuable traditional functional model to one that is agile and focused on delivering business outcomes and capabilities that provide real value that can help anticipate customer needs. Heather reveals how invoking a shared responsibility model and absorbing and evolving needed product characteristics allowed the company to move faster and made its platforms and services more resilient and relevant and how this shift allowed the company to gain insight and fast feedback to develop and quickly deliver a better and more meaningful product. Most importantly, now being able to focus people on value-added work, rather than toil, allows increased business agility to give Discover an advantage over its competitors. The road has had its fair share of bumps and, at times, potholes that almost swallowed the team up. Discover is a company of very tenured technologists that have at times been extremely resistant to change. The technology is easy; it's the people that are hard, and Heather's team has the bruises to prove it. So she shares the lessons learned in the hope you won't make the same mistakes and that you can accelerate your own journey. She provides you with the perspective and guidance to get started, quickly mature, get unstuck, and find yourself delivering infrastructure with more value and intention than ever before.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
    URL: lizenzpflichtig
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  • 16
    Online Resource
    Online Resource
    Surviving in a microservices environment (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 16 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Many presentations on microservices offer a high-level view of the architecture; rarely do you hear what it's like to work in such an environment. Individual services are somewhat trivial to develop, but now you suddenly have countless others to track. You'll become obsessed over how they communicate. You'll have to start referring to the whole thing as "the Platform." You'll have to take on some considerable DevOps work and start learning about deployment pipelines, metrics, and logging. Don't panic. Stephen Pember (Toast) shares what he's learned over the past six years migrating from a monolith to microservices across several companies. He examines what a development lifecycle might look like for adding a new service, developing a feature, or fixing bugs. You'll see how team communication is more important than one might realize, as coordinating on architecture designs and implementation is crucial. Most importantly, he'll show how-while an individual service is simple-the infrastructure demands are now much more more complicated: your organization will need to introduce and become increasingly dependent on various technologies, procedures, and tools ranging from the ELK stack to Grafana to Kubernetes. You'll leave understanding why your resident SREs should be the most valued members of your team.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
    URL: lizenzpflichtig
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  • 17
    Online Resource
    Online Resource
    Spotlight on Learning from Failure : Fixing HealthCare.gov with Sha Hwang (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: When Healthcare.gov officially launched on October 1, 2013, problems with the website were apparent immediately. High demand caused the site to go down within two hours of launch, and only six people were able to actually complete their applications on the first day. These issues were eventually addressed with the help of Nava, a public benefit corporation formed during efforts to help fix HealthCare.gov's troubled launch. Ultimately, over 1 million people successfully signed up for healthcare by the end of the open enrollment period. In this Spotlight on Learning from Failure , Sha Hwang, cofounder and COO of Nava, shares the stories behind scaling a company whose chief customer was one of the largest organizations on the planet: the United States government. You'll discover organizational, technical, and communication challenges Nava encountered-as well as best practices for building better foundations for culture, diversity, and impact-as you learn how this small team cut through mountains of red tape to transform a highly public debacle into well-oiled (and sustainable) machine. Recorded on August 27, 2019. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Learning from Failure , you'll discover the lessons learned from failures both large and small. You'll discover how successful companies have addressed setbacks, missteps, and challenges and how you can grow from their examples.
    Note: Online resource; Title from title screen (viewed December 20, 2019)
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 18
    Online Resource
    Online Resource
    Security engineering 101 : When good design and security work together (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Security concerns are often dealt with as an afterthought-the focus is on building a product, and then security features or compensating controls are thrown in after the product is nearly ready to launch. Why do so many development teams take this approach? For one, they may not have an application security team to advise them. Or the security team may be seen as a roadblock, insisting on things that make the product less user friendly, or in tension with performance goals or other business demands. But security doesn't need to be a bolt-on in your software process; good design principles should go hand in hand with a strong security stance. What does your engineering team need to know to begin designing safer, more robust software from the get-go? Drawing on experience working in application security with companies of various sizes and maturity levels, Wendy Knox Everette (Leviathan Security) focuses on several core principles and provides some resources for you to do more of a deep dive into various topics. Wendy begins by walking you through the design phase, covering the concerns you should pay attention to when you're beginning work on a new feature or system: encapsulation, access control, building for observability, and preventing LangSec-style parsing issues. This is also the best place to perform an initial threat model, which sounds like a big scary undertaking but is really just looking at the moving pieces of this application and thinking about who might use them in unexpected ways, and why. She then turns to security during the development phase. At this point, the focus is on enforcing secure defaults, using standard encryption libraries, protecting from malicious injection, insecure deserialization, and other common security issues. You'll learn what secure configurations to enable, what monitoring and alerting to put in place, how to test your code, and how to update your application, especially any third-party dependencies. Now that the software is being used by customers, are you done? Not really. It's important to incorporate information about how customers interact as well as any security incidents back into your design considerations for the next version. This is the time to dust off the initial threat model and update it, incorporating everything you learned along the way.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    Product management and DevOps, together at last and kicking butt (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 33 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: DevOps and platform teams have too many projects, not enough time, and users who are an email, message, or quick walk away to tap you on the shoulder to ask if that thing is done, because "it's really holding them up from completing something for real this time." James Heimbuck (SendGrid) shares some tried-and-true product management practices that help solve the problems of never-ending projects, squeaky wheels that demand priority, and projects that flop on launch. James discusses common product practices and the experience of introducing those at SendGrid in the tech ops org, including validating problems through customer interactions, using story maps to get to first-and-fast release, launching products for adoption, getting user feedback and incorporating it into the backlog, and sunsetting a product.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    Patterns for persistence and streaming in microservice architectures (sponsored by DataStax) (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: One of the most challenging aspects of microservice architectures is selecting the right infrastructure to make your services work seamlessly and effectively. What frameworks, tools and managed services will you select to build, package and deploy your services, manage connections, monitor, and, most importantly, protect and leverage your data? Your choices include open source solutions, enterprise versions, and cloud service providers. Things only get more confusing when you realize that you might be one acquisition or business decision away from needing to architect a hybrid cloud or multicloud solution. Jeff Carpenter details specifically the use of technologies for persisting and moving data in microservice architectures. He examines the concept of "polyglot persistence" and the proper usage of different styles of databases, caches, and streaming solutions. You'll consider effective patterns for combining these technologies, using Apache Cassandra and Apache Kafka as examples. This session is sponsored by DataStax.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 21
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    Navigating the midcareer plateau (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: As both engineers and managers reach midcareer levels referred to as career or terminal levels (e.g., senior engineer or senior manager levels in many technology companies), they are often faced with uncertainty and ambiguity on possible next steps in their career. Drawing on her experience supporting engineers and managers through career growth in environments ranging from large company environments to startups, Uma Chingunde (Stripe) offers strategies to think about careers at this stage. She addresses some questions such as, How do you think of your career goal outside of the usual career ladders? How do these change as you get more senior? What are traditional versus nontraditional IC and manager paths you can explore? How do you think about the engineer versus manager track? What are some variations on the above for underrepresented groups?
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 22
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    Kubernetes is still hard for app developers; let's fix that (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Kubernetes is all the rage these days and for good reason. Among other benefits, app development teams get to use battle-hardened infrastructure to build and deploy containers, use modern tech and practices, and lower their cloud bill. But these days, the journey to Kubernetes is long and hard. Aaron Schlesinger (Microsoft) dives into case studies that reveal the general needs of many app developers. He uses these case studies to build a long list of concepts and technologies you need to learn before you can even think about deploying your apps on Kubernetes. You'll learn his strategies (and hacks and shortcuts) that teams have used to get up and running faster. Aaron helps you shorten that long list, eases your transition, and makes the day-to-day life of app developers easier on Kubernetes. Gain a holistic view of your team's needs and how you can help them, and leave with a deep understanding of what your teams need to succeed on Kubernetes, important tools you can use to help them, and how you can use them today to realize the benefits that Kubernetes can bring to your apps right now.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 23
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    How NASA is building a petabyte-scale geospatial archive in the cloud (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: EOSDIS is working toward a vision of a cloud-based, highly flexible system to meet its ever-growing and evolving data demands. Cumulus, a free and open source framework, supports this vision via configurable workflows to ingest, process, archive, manage, and distribute NASA's Earth imagery. The Cumulus infrastructure is designed for scalability and reliability, using much of the AWS serverless platform, which enables Cumulus to scale in real time to be performant under the largest expected workloads. Cumulus is poised to make a huge impact on how NASA manages and disseminates its Earth science imagery. In one notable case, the NASA-ISRO Synthetic Aperture Radar (NISAR) mission, Cumulus will be used to collect more data in a year than exists in NASA's current archive. The NISAR mission will collect 45 PB a year and process that data at a rate of 1 GB per second. The need for Cumulus is proven through its application to NASA missions, but its application has extended beyond NASA's Distributed Active Archive Centers (DAACs). It's being used to monitor agriculture in Tanzania, apply machine learning models to estimate hurricane intensity, and generate air quality predictions using near-real-time forecast data. Aimee Barciauskas (Development Seed) outlines the motivation for Cumulus, the achievements and hurdles of the past two years, and its varied applications. You'll learn about the availability of the open-sourced software and how NASA intends to make its Earth Observing Geospatial data available for free to the public in the cloud.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 24
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    Icebergs, bathtubs, and flows : Applying systems thinking to software architecture (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Software architecture is a young and curious discipline. While analogizing software architecture with building architecture and city planning can be useful, it can also be misleading. Physical structures benefit from up-front design to guide their development, but software systems have a more dynamic nature that requires additional foresight. Systems thinking is a maturing field that examines the structure and behavior of complex systems, how they develop, and how they may be influenced (but never controlled). Matt McLarty (MuleSoft) explores how systems thinking can be applied to software architecture. You'll gain an introduction to systems thinking concepts and axioms, such as the iceberg model, the bathtub theorem, stock and flow diagrams, and more; an analysis of enterprise software ecosystems from a systems thinking perspective; and systems thinking-inspired techniques software architects can use when designing or evolving these software ecosystems through the use of microservice architecture and APIs.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    Effective enterprise architecture (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 49 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Eben Hewitt (Sabre) shares a holistic approach to enterprise architecture that explains how to bring business architecture, information architecture, data architecture, application architecture, and infrastructure architecture together into a comprehensive design. Eben also demonstrates how to incorporate design thinking principles and work effectively with Agile teams, how architecture can work together with development teams and product management teams, and how to usher your architecture successfully through the value chain. You'll leave with a practical set of architecture practices that will help you create winning technical architectural designs and communicate them effectively, along with a set of usable templates you can start using immediately to achieve success in your organization.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    Developing great architects : Creating the right environment for growth (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 42 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This talk is for those organizations that have struggled to provide the right development opportunities for team members as the team grows-whether to developers looking to move into architecture or existing architects looking to become better craftsmen. Jean Bordelon (Bounteous) shares approaches to give aspiring architects meaningful ways to grow and veteran architects ways to hone their craft, as well as lessons learned along the way. Your milage may very, and for sure some of the approaches have worked better than others. Jean offers an overview of the real-world experience as his team experimented with these techniques, helping guide your journey toward a stronger, more capable architecture competency and helping your team reach their potential.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 27
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    Clarity and confidence : Observability on the New York Times games team (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The mantra with Git is "commit early, commit often." With deep insight into your applications, you can deploy early and deploy often. Darren McCleary explores how the New York Times games team fearlessly pushes changes to production and monitors its impact for 400,000+ crossword subscribers and how the team rapidly drills into issues when they occur. Topics include: How the New York Times defines observability How the New York Times has organized its infrastructure to make systems both simple and easy to monitor How to use Google Stackdriver for monitoring, logging, alerting, and distributed tracing How log metrics work and when to use them (and when not to) How to fix production issues from the bar
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    Building a service delivery infrastructure (sponsored by ThoughtWorks) (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Teams considering adoption of service-based or microservice architectures have a wealth of information to consult on the organization and design of application software, the benefits of these architectural approaches, and general considerations for the prerequisites. Even if you're not ready to adopt a microservices architecture, you still want the benefits of rapidly deployable, highly automated infrastructure that enables rapid delivery of new features and services. What can you do to build an infrastructure that supports such mythical delivery? Delivery infrastructure refers to a set of products and capabilities that serve the needs of product developers and operations teams. Paula Paul and Rosemary Wang offer a deeper look at an approach to building the necessary delivery infrastructure to support a distributed service or microservice architecture. You'll explore delivery infrastructure products and their capabilities as well as related aspects of change friction for core compute, observability, delivery pipelines, security, persistence, and more. This session is sponsored by ThoughtWorks.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 29
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    Become more productive by using IPython (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: If your Python interpreter still starts with 〉〉〉, join Jacinda Shelly (Doctor on Demand) to learn how IPython-an enhanced interactive Python shell guaranteed to improve the productivity of any Python user still using the default Python shell-can improve your programming life. And if you've used IPython for a while, stop by to learn tricks you didn't even know IPython had up its sleeve. You'll explore IPython basics and the most productivity-enhancing and some difficult features of IPython, including the most useful IPython commands (e.g., %quickref and help, tab completion, and more); how to configure IPython and its common configurations; magic functions (i.e., anything that starts with % and is awesome); call magics, SciPy magic, and various extensions; and how IPython fits into the Jupyter ecosystem.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 30
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    Architecting for testing and continuous delivery (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 49 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: When creating a continuous delivery pipeline, many strive only to automate what they're already building instead of taking another look at old assumptions. When your goal is to deploy once a quarter, you may choose an architecture with tightly coupled services or components. If your goal is to be able to deploy on demand, this same architecture may be getting in your way. Join Ken Mugrage (ThoughtWorks) to discover how changing the architecture of your system to enable faster delivery can be more beneficial and stable than trying to automate deployment for systems that weren't designed for it. Closely related to the ability to deploy the application on demand is the ability to make sure it's doing what we expect it to every time. Acceptance tests, especially when browser based, are often considered so fragile that many organizations have simply stopped doing them. Ken shows you how to make architectural decisions that will make it easier to write and maintain quality-acceptance tests.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    An emerging architecture pattern for Agile integration : Cell-based architecture (sponsored by WSO2) (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The number of microservices running in enterprises increases daily. As a result, service composition, governance, security, and observability are becoming a challenge to implement and incorporate. A cell-based architecture is an approach that can be applied to current or desired development and technologies to address these issues. This technology-neutral approach helps cloud-native dev teams become more efficient, act in a more self-organized manner, and speed up overall release times. Asanka Abeysinghe offers an overview of a cell-based reference architecture that is API-centric, cloud native, and microservices friendly. You'll learn the role of APIs in the cell-based approach and examine how real applications are built as cells. Along the way, Asanka explores metrics and approaches that can be used to measure the effectiveness of the architecture and demonstrates how organizations can implement the cell approach. This session is sponsored by WSO2.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    What Is Scrumban? (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (38 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The most common Agile framework for project management and product delivery today is Scrum. If you combine Scrum with Kanban-an Agile method for process improvement and workflow management-you get Scrumban: a project management/product delivery tool that features pull systems, workflow visualization, and process improvement. In this report, Andrew Stellman examines the fundamentals of Scrum and Kanban, and explains how a Scrumban hybrid can combine Scrum and Kanban effectively and take both of them to the next level. A widely recognized expert in transforming and improving software organizations, teams, and code, Stellman explains how teams that adopt Scrumban combine the core parts of both approaches to deliver better products today while continuing to improve into the future. Agile practitioners will discover why a growing number of software teams now use Scrumban. Review the core elements of Scrum and Kanban for product delivery and process improvement Understand how Scrumban incorporates the empirical process control of Scrum with the pull systems of Kanban to maintain the integrity of both Explore common misconceptions, including the notion that Scrum and Kanban have the same goals or that Scrumban is just "iterationless" Scrum Learn how to use your current Scrum implementation as a starting point for meaningful process improvement that can make your product delivery even more effective Examine a case study that describes a successful real-world implementation of a Scrum and Kanban hybrid
    Note: Online resource; Title from title page (viewed November 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492074885/?ar
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    Web Performance Optimization Basics (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In today's increasingly demanding online world, one of the quickest ways to drive existing or potential customers and users to a competitor is by having a nonperformant website or app. With users becoming more discerning, you need to ensure that you're providing the best web experience possible. This reality has pushed performance optimization to be one of the most important disciplines in app and website development. Well-designed and smooth-performing apps and sites can lead to greater conversion rates and a better user experience (UX) in all contexts. In this video course, designed for intermediate-level developers with an understanding of HTML, CSS, JavaScript, and web technologies in general, your host Max Firtman, shows you some of the most important things you can do to boost the performance of your web assets. As the saying goes, you can't fix what you can't measure, so to begin, you'll learn the important metrics to monitor and how to measure them. Max also shows you how to set goals for your web content, find issues that can negatively affect UX, and apply some basic techniques that will improve user perception. You'll also benefit from practical examples and formative assessment to help you absorb and retain what you've learned. This video course is only the beginning of your optimization journey, so at the end we provide suggestions on how to continue along the path to delivering the best web assets you can. What you'll learn-and how you can apply it Set modern performance goals for your web content Detect problems and bottlenecks, and create a plan to mitigate them Enhance the user experience of your content, improving engagement and conversion rates Audit your website and web apps to see what's missing and how you can improve perception metrics This video course is for you because... You're a web developer or designer looking to increase user experience and perception You're a web performance engineer looking to understand the modern metrics and techniques You work with webs and PWAs looking to offer the fastest possible experience to your users You want to become a performance engineer looking to understand the basics of web performance optimization Prerequisites: You should have a basic understanding of HTML, CSS, and JavaScript You should have some knowledge of web technologies such as server-side rendering versus client-side rendering with JavaScript You should be familiar with how a website is rendered on browsers and how to u...
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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    Spotlight on Data : Machine Learning in Production at Google Scale with Todd Underwood (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: You can propel your business forward with AI-centric approaches to solving customer needs, but to be successful, you need to deploy your machine learning models at scale. Yet engineers face unique challenges when using machine learning-based products in production environments, such as specialized resource management and measuring user happiness. In this Spotlight on Data , Todd Underwood, Google's director and lead for machine learning in site reliability engineering (SRE), explains how to sustainably run machine learning systems at scale. You'll learn why machine learning is essential to Google's core functions, providing key advantages across most of Google's products, including Search, Ads, Payments, Billing, Shopping, and more, and how SRE supports these production machine learning systems. Recorded on August 5, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Data , you'll learn about, discuss, and debate the tools, techniques, questions, and quandaries in the world of data. You'll discover how successful companies leverage data effectively and how you can follow their lead to transform your organization and prepare for the Next Economy.
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    Spotlight on Cloud : Moving to the Cloud-What Your Company Needs to Know with David Linthicum (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Companies are spending a lot of time and money migrating applications and data to the cloud-in the process, making the IT infrastructure, such as storage and platforms, more complex for administrators, developers, and ultimately end users. Legacy systems still have to run, and IT leaders now have public and private cloud-based systems to deal with as well. So how do you manage the complexity? Find out how to mitigate all of this complexity when planning a migration to the cloud. David Linthicum walks you through current challenges, explaining how to think of them conceptually and how to fix them going forward. Recorded on August 1, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Cloud , you'll learn about the complex, ever-evolving world of the cloud. You'll discover how successful companies have adopted and embraced this massive network of shared information and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed November 14, 2019)
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    Online evaluation of machine learning models (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Academic machine learning almost exclusively involves offline evaluation of machine learning models. In the real world this is, somewhat surprisingly, only good enough for a rough cut that eliminates the real dogs. For production work, online evaluation is often the only option to determine which of several final-round candidates might be chosen for further use. As Einstein is rumored to have said, theory and practice are the same, in theory. In practice, they are different. So it is with models. Part of the problem is interaction with other models and systems. Part of the problem has to do with the variability of the real world. Often, there are adversaries at work. It may even be sunspots. One particular problem arises when models choose their own training data and thus couple back onto themselves. In addition to these difficulties, production models almost always have service-level agreements that have to do with how quickly they must produce results and how often they are allowed to fail. These operational considerations can be as important as the accuracy of the model: the right results returned late are worse than slightly wrong results returned in time. Ted Dunning (MapR) offers a survey of useful ways to evaluate models in the real world, breaking the problem of evaluation apart into operational and function evaluation and demonstrating how to do each without unnecessary pain and suffering. You'll learn about decoy and canary models, nonlinear latency histogramming, model-delta diagrams, and more. These techniques may sound arcane, but each is simple at heart and doesn't require any advanced mathematics to understand. Along the way, he shares exciting visualization techniques that will help make differences strikingly apparent. This session was recorded at the 2019 O'Reilly Strata Data Conference in San Francisco.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    Level up your web apps with WebAssembly (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: WebAssembly is a powerful tool for porting applications to the web and for speeding up data-intensive web apps. If you don't know what WebAssembly is, how it works, or how to practically get started using it, now's your chance. Robert Aboukhalil (Invitae) leads a deep dive into WebAssembly, demonstrating how it can be used to speed up web tools. As a concrete case study, he'll use fastq.bio, a web tool for analyzing DNA sequencing data in the browser. By rewriting portions of this tool into WebAssembly, he demonstrates how it's possible to obtain a greater than 10x speedup compared to the original JavaScript implementation. Robert will also show you how to leverage WebWorkers alongside WebAssembly to maintain the UI's responsiveness and how this enables you to more easily mount and parse files within a virtual filesystem. He concludes by exploring how WebAssembly can be useful outside the browser-demonstrating how it's possible to rearchitect fastq.bio so that the WebAssembly code runs in a serverless fashion instead of directly in the browser. And because WebAssembly isn't always the right tool, Robert also explores some rules of thumb on when to use WebAssembly and when to avoid it. Prerequisite knowledge Intermediate knowledge of JavaScript What you'll learn Understand what WebAssembly is and how it works Learn to compile C/C++ code to WebAssembly and run it in the browser, use WebWorkers to run computations in the background, and run WebAssembly in a serverless setting Know when to use WebAssembly and when to avoid it This session was recorded at the 2019 O'Reilly Open Source Software conference in Portland.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    Live-coding a machine learning model from scratch (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Do you want to build a machine learning model, but you aren't sure where to start? Starting with an empty notebook, Sara Robinson (Google) live-codes a simple neural network in TensorFlow. She then demonstrates how to train and serve the model on Google Cloud Platform and uses the deployed model to generate predictions from a web app. Prerequisite knowledge A basic knowledge of Python and machine learning concepts, such as training and serving (but not necessarily how to build a model on your own) What you'll learn Learn how to build a simple neural network Understand the end-to-end ML workflow and how to use your trained model for generating predictions This session was recorded at the 2019 O'Reilly Open Source Software conference in Portland.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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  • 39
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    Conquering both containers and virtual machines with Kubernetes (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Virtual machines changed the world and containers swooped in shortly after. Kubernetes now empowers us to wield both technologies according to our needs. Kris Nova (Independent) examines the motivation for each unique piece of technology and dives into use cases for both. She then discusses the migration path of building hybrid cloud native systems from conventional virtualized infrastructure and explores concerns of each application encapsulation method. You'll learn when to use which technology as well as the exciting primitives Kubernetes gives you to manage both containers and VMs seamlessly in a declarative way. If you're currently running large stateful workloads on virtual machine infrastructure and are considering moving to Kubernetes, this talk is for you. Prerequisite knowledge A working knowledge of a legacy virtual machine infrastructure What you'll learn Gain confidence that you can design and implement systems spanning both virtual machines and container infrastructure for your engineering organization Learn valuable lessons about architecting these systems in the field taken from real-life concrete examples from field engineering work This session was recorded at the 2019 O'Reilly Open Source Software conference in Portland.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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  • 40
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    Collaborating in DevOps Culture (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (47 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Enterprises are learning that a large measure of success for adopting devops is the spirit of collaboration it instills among teams. While companies introduce devops to solve technical issues and shorten the development life cycle, many soon realize that people working together is a key part of the process. This practical report provides managers with practices and strategies for fostering collaboration within their organizations. Authors Jennifer Davis and Ryn Daniels ( Effective DevOps ) explain how collaboration among development and operations teams is about building trust, empathy, and psychological safety. You'll learn how to promote these essential building blocks and help teams apply them through each stage of your development lifecycle. Discover how to empower employees, create more productive and innovative teams, and build a respectful workplace. Build durable, long-lasting relationships with colleagues by instilling trust, empathy, and team psychological safety Promote effective communication to increase understanding, assert influence, give recognition, and build community Strengthen engineering effectiveness by putting collaboration principles into practice throughout the development lifecycle Get actionable advice for promoting effective collaboration during your product's discovery, development, and production phases
    Note: Online resource; Title from title page (viewed December 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492052470/?ar
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  • 41
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    Code review skills for emotionally intelligent developers (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: As teams and projects grow, code review becomes increasingly important to support the maintainability of complex code bases. But code reviews aren't as straightforward as they appear because the people involved in them aren't always predictable. Nina Zakharenko (Microsoft) dives deep into guidelines for writing consistent code, linting and analysis tools for various languages, and common code review gotchas. You'll learn about style guides and how they can help make your code more consistent and easier to maintain, as well as what tools are available to help automate the review process. You'll have better code reviews with your teams at work by giving code reviews with empathy using reviews as tools for sharing knowledge instead of turning the process into a competition. You'll also discover a better approach to code reviews in open source projects. What you'll learn Understand how to make reviews an opportunity for developers to learn from each other and encourage technical growth
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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  • 42
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    Chaos debugging : Finding and fixing microservice abnormalities (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 39 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Building microservices applications introduces more complexity into your architecture. Highly distributed applications on elastic, ephemeral infrastructure that communicate heavily over the network make for an environment where an application is always in a fluid, partially failing state at all times. To help developers transition from the monolithic way of designing and building software to a more service-oriented approach, we need to bridge the gap in tooling to help diagnose and understand what a normal state looks like and how to recover from a non-normal state. Mitchell Kelley and Scott Cranton (solo.io) discuss the types of failures that can occur, namely networking, application behavior/code, and storage, and present a systemic workflow for prodding and exploring a system to detect faults and abnormal behavior. This framework builds on the practices known as chaos engineering. Mitchell and Scott take a look at two open source projects that aim to complement this workflow: the Squash project, for step-by-step distributed microservices debugging, and Gloo Shot, a newly created chaos engineering framework. Prerequisite knowledge Familiarity with debugging applications and building distributed applications A basic understanding of services-oriented applications What you'll learn Understand chaos engineering Learn how to debug distributed applications with appropriate tooling Investigate the requisite workflow to apply toward system behavior exploration This session was recorded at the 2019 O'Reilly Open Source Software conference in Portland.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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  • 43
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    Technical debt : A master class (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Technical debt is a funny thing. While the term attempts to make an analogy with financial debt, technical debt and financial debt have nothing in common. Instead, it's the name we give engineering decisions we disagree with. Robert "r0ml" Lefkowitz (Retired) offers an overview of technical debt, explaining how to recognize it, how to prevent or reduce it, and how come we see so much of it. Many so-called best practices today, are, in fact, technical debt factories. The reason we have so much of it is that we eagerly create it at earlier stages of an organization and fail to alter our approaches soon enough when the organization matures, and these early practices which were "investment" become "debt." Robert discusses many of these practices. One of these is microservices-often undertaken as a technique for increasing agility, at the cost of manufacturing tech debt. Robert details common methods for avoiding increasing the tech debt burden by deploying microservices. Robert explores two primary themes that apply to multiple software methods. The first is the principle of parsimony, which dates back to the ancient Greeks but was popularized more recently by the 12th century theologian William of Ockham. The second theme is the doctrine of immutability. This idea, too, flowered during the Middle Ages and is enjoying a renaissance today with the rise of functional programming languages. Robert dives into both of these ideas as they apply to data types, programming languages, network protocols, software dependencies, configuration management, and more. This session was recorded at the 2019 O'Reilly Software Architecture Conference in New York.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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  • 44
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    Sharing is caring : Your Kubernetes cluster, namespaces, and you (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Kubernetes namespaces partition workloads into virtual clusters so multiple teams or applications can safely share a physical cluster. Today, there is no common consensus on how to use Kubernetes namespaces and namespaced objects in relation to identity, resource limits, and security. As the number of teams, clusters, and namespaces grows within an organization, it becomes increasingly difficult to maintain any kind of coherence. Amy Chen (VMware) discusses how, by aligning identity, resource limits, and your application's security posture, cluster operators can get more organizational mileage out of Kubernetes namespaces. She walks you through common scenarios of how organizations use namespaces today; breaks down namespaces in relation to your workloads and users; compares various approaches to namespace management; shows how to enforce RBAC, resource limits, and your application's security posture within namespaces; and outlines friction in existing namespace management workflows.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 45
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    Scaling frontend applications with micro-frontends (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Micro-frontends are a new architectural trend in the development of frontend applications. This architectural style can provide tremendous benefits to your projects and organization, offering a level of decoupling never seen before in single-page applications or universal architectures. That said, micro-frontends need to be explored in practice. Luckily there are already a few companies using them at scale. Drawing on his work at DAZN, Luca Mezzalira explains how to implement micro-frontends, enabling you to scale up a project with tens of developers without reducing the throughput. Topics include: Defining a micro-frontend architecture Using this architectural style to become framework agnostic Scaling up teams on a single project without losing throughput Building and deploying a micro-frontend application Analyzing the benefits and drawbacks of this architecture
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 46
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    RESTful web microservices from the ground up (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A RESTful approach to microservices can improve the stability and resilience of services, reduce the need for extensive changes and redeployment when the domain model changes, and greatly increase the flexibility of individual services, including the ability to automatically work with other newly discovered services. Mike Amundsen walks you through building adaptable microservices that take advantage of the features of REST, including statelessness, self-description, and using hypermedia to discover and modify application state. You'll learn how to design services that advertise themselves to the network, discover their own "partner" services, and can adapt to subtle changes to existing services without relying only on recode-and-redeploy patterns for maintaining overall system operation.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 47
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    Open source Microsoft : A new terminal, shipping a Linux kernel, and VS Code? What's the catch? (sponsored by Microsoft) (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Windows 10 is shipping a Linux kernel. You can run many flavors of Linux, side by side, on Windows with deep compatibility and deep integration with Windows. New open source projects like a GPU-accelerated Windows Terminal and the popular VS Code editor are being developed in the open with lots of community involvement. Scott Hanselman, Kayla Cinnamon, and Yosef Durr explain how and why open source is the new normal for Microsoft, showcase a ton of demos, and answer questions-including "What's the catch?" This session is sponsored by Microsoft.
    Note: Online resource; Title from title screen (viewed December 31, 2019)
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  • 48
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    Case Studies in Infrastructure Change Management (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (38 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: If you're rolling out a large-scale infrastructure change, you know it can be like swapping out a jet engine while flying. Staying aloft takes coordination and communication with many teams, good processes and documentation, risk identification and management, monitoring, and tracking of the change progress-not to mention dealing with the catastrophic challenges that crop up midflight. In this report, technical program managers in Google SRE take you through case studies that demonstrate how infrastructure change projects are managed at Google. Authors Wendy Look and Mark Dallman offer an overview of two long-term projects at Google: one to migrate all of Google's systems from Google File System (GFS) to its successor, Colossus, and the other to move from local disk storage to diskless compute nodes for all jobs. You'll dive into the tools and processes used to manage the changes, see what worked (and what didn't), and discover lessons learned along the way. Best of all, you'll get a preflight checklist drawn from these experiences that will help you keep your own projects on course.
    Note: Online resource; Title from title page (viewed November 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492076056/?ar
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  • 49
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    Building a scalable microservice architecture with Envoy, Kubernetes, and Istio (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Microservices and containers have taken the software industry by storm. Transitioning from a monolith to microservices enables you to deploy your application more frequently, independently, and reliably. However, microservice architecture has its own challenges, and it has to deal with the same problems encountered while designing distributed systems. Enter service mesh technology to the rescue. A service mesh reduces the complexity associated with microservices and provides functionality like load balancing, service discovery, traffic management, circuit breaking, telemetry, fault injection, and more. Istio is one of the best implementations of a service mesh at this point, while Kubernetes provides a platform for running microservices and automating deployment of containerized applications. Join Samir Behara (EBSCO) to go beyond the buzz and understand microservices and service mesh technologies. This session was recorded at the 2019 O'Reilly Software Architecture Conference in San Jose.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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  • 50
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    Cloud FinOps (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Details
    Language: English
    Pages: 1 online resource (250 pages)
    Edition: 1st edition.
    Keywords: Electronic books
    Abstract: Despite many uncertainties in cloud computing, one truth is evident: costs will always tend to go up unless you're actively engaged in the process. Whether you're new to managing cloud spend or a seasoned pro, this book will clarify the often misunderstood workings of cloud billing fundamentals and provide expert strategies on creating a culture of cloud cost management in your organization. Drawing on real-world examples of successes and failures of large-scale cloud spenders, this book outlines a road map for building a culture of FinOps in your organization. Beginning with the fundamental concepts required to understand cloud billing concepts, you'll learn how to enable an efficient and effective FinOps machine. Learn how the cloud works when it comes to financial management Set up a FinOps team and build a framework for making spend efficiency a priority Examine the anatomy of a cloud bill and learn how to manage it Get operational recipes for maximizing cloud efficiency Understand how to motivate engineering teams to take cost-saving actions Explore the FinOps lifecycle: Inform, Optimize, and Operate Learn the DNA of a highly functional cloud FinOps culture.
    Note: Online resource; Title from title page (viewed December 19, 2019)
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  • 51
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    Open source at The Home Depot (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In this session, Angie Brown, VP of Store Technology at The Home Depot, will showcase how this leading do-it-yourself retailer is hammering the application of open source technology to build their award-winning customer experiences across their interconnected environment. You’ll hear how they use open source for their OS in stores, online search, order management, analytics and more.
    Note: Online resource; Title from title screen (viewed June 10, 2019) , Mode of access: World Wide Web.
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  • 52
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    How General Mills is using data automation to enable decision makers to quickly focus on the metrics that matter and cut through everything else that does not (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Decision makers are busy. Businesses can hire people to analyze data for them, but most companies are resource constrained and can’t hire a small army to look through all their data. Wayde Fleener explains how General Mills implemented automation to enable decision makers to quickly focus on the metrics that matter and cut through everything else that does not.
    Note: Online resource; Title from title screen (viewed July 29, 2019) , Mode of access: World Wide Web.
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  • 53
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    How Comcast successfully migrated a recommendations platform to the cloud (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Leemay Nassery discusses the importance of data collection pipelines and explains how to efficiently store datasets with the intention of making them easily accessible by a downstream machine learning platform.
    Note: Online resource; Title from title screen (viewed August 26, 2019) , Mode of access: World Wide Web.
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  • 54
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    Launching BBC's iPlayer on TV (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Launched 10 years ago, the BBC's iPlayer on TV has become the largest iPlayer platform. David Buckhurst and Ross Wilson explore the evolution of the BBC's TV application architecture, from the early days courting different native technologies to the development of an open source library and standards-based platform that supports multiple BBC applications across thousands of TVs.
    Note: Online resource; Title from title screen (viewed May 30, 2019) , Mode of access: World Wide Web.
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    How Thomson Reuters is using AI in quantitative finance applications (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: After a slow start, the finance industry is quickly catching up with others in its adoption of AI. Joe Rothermich explains how Thomson Reuters Labs is using AI to perform research in building quantitative investment models and discusses the company's research in deep learning for credit risk, machine learning and NLP for unlocking alternative datasets, and financial graph-based analytics.
    Note: Online resource; Title from title screen (viewed July 15, 2019) , Mode of access: World Wide Web.
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    How the NSA uses Open source (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The National Security Agency (NSA) uses a lot of open source software, but it’s traditionally been a challenge for developers to navigate the processes, policy, and mechanics of contributing back to the community. Jacob DePriest explains how a group of open source evangelists are trying to strengthen the open source software ecosystem at the NSA and make it a normal part of developers’ jobs.
    Note: Online resource; Title from title screen (viewed September 2, 2019) , Mode of access: World Wide Web.
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    How TapRecruit is using data Science techniques for better hiring outcomes (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Hiring teams have long relied on intuition and experience to scout talent. Increased data and data-science techniques give us a chance to test common recruiting wisdom. Drawing on results from her recent behavioral experiments and analyses of over 10 million jobs and their outcomes, Maryam Jahanshahi illustrates how often innocuous recruiting decisions have dramatic impacts on hiring outcomes.
    Note: Online resource; Title from title screen (viewed September 2, 2019) , Mode of access: World Wide Web.
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    Developing a new architecture organization at Ausley (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Software architects and enterprise architects work with a variety of roles, and often the deep technical work is performed by other application architects or solutions architects. Maggie Carroll shares useful skills and actionable techniques for creating a new architecture function and leading other architects in developing a system of systems.
    Note: Online resource; Title from title screen (viewed July 22, 2019) , Mode of access: World Wide Web.
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    How The Home Depot develops software with OpenSource (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Cade Thacker and Jermaine Davis explain how The Home Depot built a culture of open source development. Along the way, they share perspectives on the coding, tooling, and processes that built institutional inertia to move the company into a position to disrupt retail.
    Note: Online resource; Title from title screen (viewed August 5, 2019) , Mode of access: World Wide Web.
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    How Spotify uses machine learning to personalize the user experience (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 38 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Understanding user listening behavior is essential for personalizing music listening experiences on Spotify. Mounia Lalmas explains how Spotify uses machine learning recommenders that take into account what and how users consume playlists and the rich diversity of playlist experiences.
    Note: Online resource; Title from title screen (viewed September 16, 2019) , Mode of access: World Wide Web.
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    How Danske Bank used Enclave-based architecture to deliver at startup speed (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: At Danske Bank we are implementing ideas and practices as CI/CD, Microservices and DevOps in the extreme conditions of a Financial Enterprise. During this quest for Agility, we are turning decades of legacy into actual competitive advantage, enabling us to define and deliver brand new financial services at the rate and speed of start-ups. We are doing that through the simple concept of an Enclave.
    Note: Online resource; Title from title screen (viewed August 19, 2019) , Mode of access: World Wide Web.
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    How the Wall Street Journal uses Machine Learning to predict lead conversions (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Chris Boyd and John Wiley explain how the Wall Street Journal uses machine learning and a proprietary algorithm to predict the likelihood for someone subscribing, which in turn dictates the paywall experience that customer receives.
    Note: Online resource; Title from title screen (viewed June 24, 2019) , Mode of access: World Wide Web.
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    How the Royal Bank of Scotland looked at the feasibility of implementing AI to fight financial crimes (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Martin Goodson and Mark St. John Qualter share the results of a yearlong feasibility study on the introduction of AI into the onboarding process at the Royal Bank of Scotland (RBS). Along the way, Martin and Mark share their experiences in translating this complex business process into a high-performance computational system.
    Note: Online resource; Title from title screen (viewed August 26, 2019) , Mode of access: World Wide Web.
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    How The Alan Turing Institute and HSBC fostered innovation and talent development (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In 2016, the Alan Turing Institute, the UK’s new national institute for data science and AI, announced a funded strategic multiyear research partnership with HSBC. Christine Foster and Rakshit Kapoor share insights and use cases that emerged while making this ambitious and innovative cross-sector partnership work.
    Note: Online resource; Title from title screen (viewed July 1, 2019) , Mode of access: World Wide Web.
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    What Are Miniservices? (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (26 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Miniservices provide a valuable middle ground between monoliths and microservices. As Nicholas Keune explains in this report, miniservices are suited for application landscapes involving data-intensive workloads that span monoliths and microservices or cross the traditional boundaries of a service context. Drawn from the work of many development teams, the report gives a model and language to data-centric system attributes so that they can be considered more proactively in the design discussion. Combining monolithic corporate or third-party systems with microservices requires a design pattern to balance both local and global aspects of the data lifecycle. The approach advocated here, called a data discourse , is both flexible and bounded by guiding principles that help bring data discussions into early architectural conversations. Using real-world experiences and use cases, the report focuses on three of the most commonly observed attributes in a miniservice: consistency, transactionality, and proximity. The examples illustrate how design discussions about data discourses lead to miniservice creation, and how miniservices help solve otherwise difficult architectural challenges. With this report, you’ll learn: What miniservices are and how they offer solutions to challenges What data discourses are and how to use them How data discourses and miniservices help shift design discussions around data
    Note: Online resource; Title from title page (viewed September 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492073505/?ar
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    What Is Service Design? (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (50 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Companies and their customers today often don’t focus on the same things. While a restaurant may work hard to create an exciting new menu item, diners care more about courtesy. A bank will spend thousands promoting trust while customers struggle to access their website. This report explains how service design can help your organization innovate to deliver great experiences, not just great products, by understanding your customers' needs. Service design experts Adam Lawrence, Marc Stickdorn, Markus Hormeß, and Jakob Schneider explain that service design is a mindset, a process, a toolset, and a cross-disciplinary language. You’ll learn how cross-functional teams can create and orchestrate great customer or employee experiences that satisfy the requirements of the business, the user, and other stakeholders. This report explores how: Service design applies to physical and digital products as well as services Today’s informed customers have created a new challenge for businesses Service design is similar to design thinking and compatible with Agile and Lean Designers can promote low-risk progress through iterative prototyping Lightweight, iterative research can keep teams from solving the wrong problem This approach offers a common language for cross-silo collaboration
    Note: Online resource; Title from title page (viewed August 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492053668/?ar
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    What Is Libra? (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (29 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Facebook recently announced Libra, an ambitious project to bring blockchain-based cryptocurrency technology to its users around the world. This large-scale project involves a consortium of organizations in technology and finance hoping to reimagine digital finance. With this report, you’ll explore the promises and challenges Facebook and its stakeholders face as Libra approaches its expected 2020 launch. Once it arrives, Libra could have a huge impact on finance and consumer banking. What does it mean for average people using financial services? How could Libra impact the global finance and technology sectors? Author Daniel Cawrey ( Mastering Blockchain ) takes you through the issues and possibilities. Learn how: Libra will leverage blockchain, cryptocurrency, and smart contracts within Facebook’s existing platforms A consortium of organizations across business, technology, and nonprofits will govern Libra Facebook’s Calibra digital wallet will work within this ecosystem Libra took ideas from Bitcoin and the greater blockchain community The system needs to scale to billions of users if it is to work across many devices and networks Libra could help people with little or no access to the banking system
    Note: Online resource; Title from title page (viewed November 25, 2019)
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    Terraform : Up & Running, 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (360 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Terraform has become a key player in the DevOps world for defining, launching, and managing infrastructure as code (IaC) across a variety of cloud and virtualization platforms, including AWS, Google Cloud, Azure, and more. This hands-on second edition, expanded and thoroughly updated for Terraform version 0.12 and beyond, shows you the fastest way to get up and running. Gruntwork cofounder Yevgeniy (Jim) Brikman walks you through code examples that demonstrate Terraform’s simple, declarative programming language for deploying and managing infrastructure with a few commands. Veteran sysadmins, DevOps engineers, and novice developers will quickly go from Terraform basics to running a full stack that can support a massive amount of traffic and a large team of developers. Explore changes from Terraform 0.9 through 0.12, including backends, workspaces, and first-class expressions Learn how to write production-grade Terraform modules Dive into manual and automated testing for Terraform code Compare Terraform to Chef, Puppet, Ansible, CloudFormation, and Salt Stack Deploy server clusters, load balancers, and databases Use Terraform to manage the state of your infrastructure Create reusable infrastructure with Terraform modules Use advanced Terraform syntax to achieve zero-downtime deployment
    Note: Online resource; Title from title page (viewed September 19, 2019)
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    Spotlight on Innovation : Predicting the Next Big Breakthrough with Nima Montazeri (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: With new technologies increasing the pace of innovation every day, companies demand a constant supply of fresh ideas. To be successful, an innovation process must deliver two things: a superior solution and a great market response. Once you have the former, how do you ensure the latter? It all starts by examining the key dimensions of a technology’s evolution and understanding how it’s delighting customers. Learn how to make better decisions about where to focus your innovation efforts and money. You’ll also find out—through two case studies—how backing the right industry innovations can pay off for your organization in a major way. Recorded on April 10, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O’Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts’ unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Innovation , you’ll discover what successful companies have in common and how you can follow their lead with small practical steps to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed August 29, 2019)
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    Spotlight on Cloud : Becoming Cloud Native with Jon Collins (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Startups seem to come out of nowhere, disrupting their markets and leaving traditional organizations to ask themselves how they too can adopt cloud-centric models and approaches. But just how realistic is this? Today’s enterprises are sometimes criticized for legacy thinking, but they also have to bear the burden of infrastructure, supply chains, security, governance frameworks, and customer drivers that can’t be changed at the flick of the switch. Here's the good news: enterprise concerns and cloud native principles may be better aligned than you think. Flexible infrastructure is becoming a staple of modern data centers. Microservices models align with software architecture best practices, while Agile innovation approaches such as DevOps are maturing in governance. At the same time, cybersecurity and risk management is an area of traditional strength, and operational principles used in the enterprise are as important as ever. Find out how businesses can adopt cloud native principles without throwing away what it means to be an enterprise. Recorded on May 2, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O’Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts’ unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Cloud , you’ll learn about the complex, ever-evolving world of the cloud. You’ll discover how successful companies have adopted and embraced this massive network of shared information and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed September 17, 2019)
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    Practical Time Series Analysis (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (497 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase. Covering innovations in time series data analysis and use cases from the real world, this practical guide will help you solve the most common data engineering and analysis challengesin time series, using both traditional statistical and modern machine learning techniques. Author Aileen Nielsen offers an accessible, well-rounded introduction to time series in both R and Python that will have data scientists, software engineers, and researchers up and running quickly. You’ll get the guidance you need to confidently: Find and wrangle time series data Undertake exploratory time series data analysis Store temporal data Simulate time series data Generate and select features for a time series Measure error Forecast and classify time series with machine or deep learning Evaluate accuracy and performance
    Note: Online resource; Title from title page (viewed October 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492041641/?ar
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    Product Roadmaps Relaunched (Audio Book) (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (21944 pages)
    Edition: 1st edition
    Keywords: Audiobooks ; local
    Abstract: A good product roadmap is one of the most important and influential documents an organization can develop, publish, and continuously update. In fact, this one document can steer an entire organization when it comes to delivering on company strategy. This practical guide teaches you how to create an effective product roadmap, and demonstrates how to use the roadmap to align stakeholders and prioritize ideas and requests. With it, you’ll learn to communicate how your products will make your customers and organization successful. Whether you're a product manager, product owner, business analyst, program manager, project manager, scrum master, lead developer, designer, development manager, entrepreneur, or business owner, this audio book will show you how to: Articulate an inspiring vision and goals for your product Prioritize ruthlessly and scientifically Protect against pursuing seemingly good ideas without evaluation and prioritization Ensure alignment with stakeholders Inspire loyalty and over­-delivery from your team Get your sales team working with you instead of against you Bring a user­ and buyer-­centric approach to planning and decision-making Anticipate opportunities and stay ahead of the game Publish a comprehensive roadmap without over­committing
    Note: Online resource; Title from title page (viewed March 28, 2019)
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    Native Mobile Development (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (484 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Native Application Development will provide engineers with professionally developed and curated recipes for the 20 of the most common tasks that represent functionality seen in modern native iOS and Android applications. The selected tasks will provide a cross-reference for each platform–a modern Rosetta Stone, of sorts. A developer can look up an easily translatable set of instructions for completing a routine bit of functionality in both platforms in a way that follows best practices. Following that, we'll provide step-by-step direction to create a fully-functional application using modern practices and designs that will utilize those tasks, one in each platform. The development of the apps will be laid out side-by-side, so that the friction usually involved in switching between platforms while developing is greatly reduced. By the end of the book, the reader will have developed both an iOS app and an Android with exactly the same core features, as well as some additional features that are relevant and unique to each app’s operating system. This book will provide a blueprint for software engineers to create an app that will reach 99.9% of the smartphone market, while functioning as a Rosetta stone in multi-platform development. The reality of modern application development is that most developers will need to have some reference across platforms at some point, if not as a regular requirement.
    Note: Online resource; Title from title page (viewed November 13, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492052869/?ar
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    O'Reilly Velocity Conference 2019 - San Jose, California (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 61 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: O’Reilly Media’s Velocity San Jose 2019 conference had one overarching goal: offer conference attendees the opportunity to gather expert insight on building and maintaining cloud native systems. How did Velocity meet that goal? By giving the world’s best cloud native system engineers, SREs, and DevOps experts the chance to share their experiences. For example: Alex Chen (Alibaba Cloud) described how cloud native storage products such as table storage, object storage, and log storage enabled the Alibaba platform to handle RMB 10B worth of sales in two minutes and five seconds. Ory Segal's (PureSec) revealed how attackers approach and exploit the weaknesses of serverless and what you can do about it. Nivia Henry (Spotify) demonstrated how an algorithm is built and what you can do to catch, reduce, or eliminate the algorithmic biases that produce infamous events like Tay the racist Twitter Bot. This video compilation contains all of these talks plus the best keynotes, tutorials, and tech sessions delivered at Velocity San Jose 2019. Looking to build your knowledge of how to build and maintain cloud native systems? Get this compilation and you’ll be on your way. Highlights include: Complete video recordings of Velocity San Jose 2019’s best tutorials, keynote speeches, and technical sessions—contains hours of material to review and study at your own pace and schedule. Cloud engineering tutorials, such as Patrick Meenan (Facebook) on fixing broken HTTP/2 deployments; Michael Kehoe (LinkedIn) on using Terraform to modernize your cloud infrastructure; and Ben Bleything (Google) on using the open source InSpec framework to build infrastructure and compliance tests. Keynotes from luminaries such as Liz Fong-Jones (Honeycomb), Everett Harper (Truss), Julie Horvath (Apple), Alex Qin (Code Cooperative), Lena Hall (Microsoft), and Jessica Kerr (Atomist). Sessions devoted to building secure and resilient systems, including Ian Coldwater’s (Independent) deep dive into Kubernetes CVE-2018-1002105 protections and Nora Jones (Slack) on the advanced approaches required for each piece of the chaos experiments cycle. Special sessions called “Overcoming Obstacles: Lessons in Resilience,” featuring the stories of cloud engineering success in the face of overwhelming barriers from practitioners such as Ryan Kitchens (Netflix), Tim Bonci (Vistaprint), and Tammy Butow (Gremlin). Sessions covering production engineering, SRE, and DevOps, including Charity Majors (Honeyco...
    Note: Online resource; Title from title screen (viewed June 12, 2019)
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    Linux Observability with BPF (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (170 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als Calavera, David Linux observability with BPF
    RVK:
    ST 261
    Keywords: Electronic books ; local ; LINUX ; Programmierung ; Leistungsbewertung
    Abstract: Want to master the BPF virtual machine in the Linux Kernel? This practical guide shows you how to write applications that use BPF to observe and modify the kernel’s behavior on demand—without having prior knowledge of Linux Kernel development. David Calavera and Lorenzo Fontana introduce concepts to help systems engineers understand the BPF program lifecycle. If you have knowledge about performance optimization, networking, and security, this book shows you how to inject code to monitor, trace, and observe events in the kernel in a secure way—without the need to recompile the kernel or reboot the system. You’ll find code examples in C, Go, and Python.
    Note: Online resource; Title from title page (viewed September 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492050193/?ar
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    Load Balancing in Microsoft Azure (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (38 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: With more and more companies moving on-prem applications to the cloud, software and cloud solution architects alike are busy investigating ways to improve load balancing, performance, security, and high availability for workloads. This practical report describes Microsoft Azure’s load balancing options and explains how NGINX can contribute to a comprehensive solution. Cloud solution architect Arlan Nugara takes you through the steps necessary to design a practical solution for your network. Software developers and technical managers will learn how these technologies have a direct impact on application development and architecture. While the examples are specific to Azure, these load balancing concepts and implementations also apply to cloud providers such as AWS, Google Cloud Platform, DigitalOcean, and IBM Cloud. Understand load balancing—what it is and why it’s important Explore load balancing in Azure, including the traffic manager and application gateway Learn how NGINX Plus on Azure lets you create an ideal end-to-end application platform Walk through three load balancing options with Azure and NGINX Plus Explore security choices including NGINX management, NGINX Web Application Firewall, and Azure Firewall integration
    Note: Online resource; Title from title page (viewed July 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492053934/?ar
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    Istio : Up and Running (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (268 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: You did it. You successfully transformed your application into a microservices architecture. But now that you’re running services across different environments—public to public, private to public, virtual machine to container—your cloud native software is beginning to encounter reliability issues. How do you stay on top of this ever-increasing complexity? With the Istio service mesh, you’ll be able to manage traffic, control access, monitor, report, get telemetry data, manage quota, trace, and more with resilience across your microservice. In this book, Lee Calcote and Zack Butcher explain why your services need a service mesh and demonstrate step-by-step how Istio fits into the life cycle of a distributed application. You’ll learn about the tools and APIs for enabling and managing many of the features found in Istio. Explore the observability challenges Istio addresses Use request routing, traffic shifting, fault injection, and other features essential to running a solid service mesh Generate and collect telemetry information Try different deployment patterns, including A/B, blue/green, and canary Get examples of how to develop and deploy real-world applications with Istio support
    Note: Online resource; Title from title page (viewed October 18, 2019)
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    Getting Your Data Ready for AI (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (23 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Despite the enthusiasm for AI, a recent survey reveals that few organizations have adopted this technology in any meaningful way. One reason is the tedious process of accessing, labeling, and transforming data—known as data wrangling—that consumes 80% of a data scientist’s time. There’s a better way to model data. This practical ebook explores a new crop of self-service data preparation tools and services, including IBM Watson Studio, for automating data wrangling. Featuring interviews with data analytics experts, including Alex Castrounis (InnoArchiTech), Jay Limburn (IBM), and Katharine Jarmul ( Data Wrangling with Python ) among others, this ebook examines key barriers to capturing value from AI processes, including problems with data access and preparation. Author Kate Shoup shows data scientists and analysts how Watson Studio and other self-service tools enable domain experts, developers, and business analysts to practice data science. Get an overview of data science and learn how it differs from data analysis Examine a typical AI workflow, including challenges that surface at each step of the data wrangling process Learn solutions to AI workflow challenges, including the use of data catalogs to help you access and prep data Dive into Watson Studio and learn how the platform combines data catalogs with support for data science tools in one environment Evaluate a Watson Studio example and explore real-world use cases
    Note: Online resource; Title from title page (viewed September 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492042419/?ar
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    DevOps Automation with Terraform and VMware (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (35 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Despite the size or scale of your production environment, your organization can gain significant value by adopting DevOps practices. Yet most organizations today still deploy application code and packages manually. To facilitate your adoption of DevOps-style practices, this hands-on guide shows you how to automate your IT operations using HashiCorp Terraform and VMware. DevOps is as much a people and process change as it is a technology change. Terraform and VMware provide the automation infrastructure, so you can focus on acquiring and adapting DevOps skills and processes. Eric Wright, technology evangelist at Turbonomic, shows architects and administrators how to build and operate VMware vSphere virtual machines and infrastructure using the Terraform CLI. With this report, you will: Learn how to codify virtual infrastructure step-by-step Understand how DevOps processes apply to VMware infrastructure Easily build VMware virtual machines and applications as Terraform resources Perform lifecycle management and immutable concepts using Terraform and VMware
    Note: Online resource; Title from title page (viewed September 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492073765/?ar
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    Concurrency in C# Cookbook, 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (251 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: If you’re one of many developers still uncertain about concurrent and multithreaded development, this practical cookbook will change your mind. With more than 85 code-rich recipes in this updated second edition, author Stephen Cleary demonstrates parallel processing and asynchronous programming techniques using libraries and language features in .NET and C# 8.0. Concurrency is now more common in responsive and scalable application development, but it’s still extremely difficult to code. The detailed solutions in this cookbook show you how modern tools raise the level of abstraction, making concurrency much easier than before. Complete with ready-to-use code and discussions about how and why solutions work, these recipes help you: Get up to speed on concurrency and async and parallel programming Use async and await for asynchronous operations Enhance your code with asynchronous streams Explore parallel programming with .NET’s Task Parallel Library Create dataflow pipelines with .NET’s TPL Dataflow library Understand the capabilities that System.Reactive builds on top of LINQ Utilize threadsafe and immutable collections Learn how to conduct unit testing with concurrent code Make the thread pool work for you Enable clean, cooperative cancellation Examine scenarios for combining concurrent approaches Dive into asynchronous-friendly object-oriented programming Recognize and write adapters for code using older asynchronous styles
    Note: Online resource; Title from title page (viewed August 27, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492054498/?ar
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    Arista Warrior, 2nd Edition (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (569 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Arista Networks has become a key player in software-driven cloud networking solutions for large data center, storage, and computing environments, and is poised to make an impact in other areas as well. In this updated edition, renowned trainer, consultant, and technical author Gary A. Donahue ( Network Warrior ) provides an in-depth, objective guide to Arista’s products. You’ll learn why the company’s network switches, software products, and Extensible Operating System (EOS) are so effective. Anyone who has or is pursuing networking certification (especially Arista’s own!) or who is just curious about why Arista is better will benefit from this book, especially entrenched administrators, engineers, or architects tasked with building an Arista network. Pick up this in-depth guide and find out how Arista can help both you and your company. Topics in the second edition include: Configuration Management: config sessions, config replace, and config checkpoints CloudVision: Arista’s management, workload orchestration, workflow automation, and configuration tool VXLAN: Layer 2 overlay networking FlexRoute: two million routes in hardware Tap Aggregation: make your switch or blade into a Tap Aggregation device Advanced Mirroring: mirror to a port-channel or even the CPU eAPI: Arista’s fabulous extended Application Programmable Interface
    Note: Online resource; Title from title page (viewed July 2, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781491953037/?ar
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    What Is Augmented Analytics? (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (35 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: As your business tries to make sense of today’s staggering amount of structured and unstructured data, traditional analytics will take you only so far. The key to success over the next few years will depend on augmented analytics, a method that embeds machine learning and natural language processing (NLP) in the process. This report explains how augmented analytics can help you uncover hidden insights, predict results, and even prescribe solutions. Author Alice LaPlante provides best practices for deploying augmented analytics, along with real-world case studies that show you how to take full advantage of this method. IT professionals, business managers, and CFOs will learn ways to democratize data use among business users and executives, using a self-service model. The future belongs to those who can get more from their data. This report shows you how. Get a primer on the key components and learn how they work together Delve into the benefits of—and roadblocks to—adopting augmented analytics Learn how companies use this method in marketing, sales, finance, and human resources Examine case studies of companies including Accenture and Riverbed
    Note: Online resource; Title from title page (viewed October 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492058458/?ar
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    Using AutoML to automate selection of machine learning models and hyperparameters (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Automated machine learning (AutoML) enables both data scientists and domain experts (with limited machine learning training) to be productive and efficient. In recent years, AutoML has fostered a fundamental shift in how organizations approach machine learning, making it more accessible to both experts and nonexperts. Most real-world data science projects are time-consuming, resource intensive, and challenging. Besides data preparation, data cleaning, and feature engineering, data scientists often spend a significant amount of time on model selection and tuning of hyperparameters. Automated machine learning changes that, making it easier to build and use machine learning models in the real world. Francesca Lazzeri and Wee Hyong Tok (Microsoft) lead a gentle introduction to how AutoML works and the state-of-art AutoML capabilities that are available. You’ll learn how to use AutoML to automate selection of machine learning models and automate tuning of hyperparameters. Topics include: An introduction to AutoML How AutoML works The libraries and cloud services that support AutoML An energy demand forecasting use case How to get started with automated machine learning This session was recorded at the 2019 O'Reilly Artificial Intelligence Conference in New York.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    Unblocked (Audio Book) (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Audiobooks ; local
    Abstract: Imagine it's 1994 and the dawn of the internet. In many ways, it is. A growing army of pioneers is once again laying the rails for a new digital world. Like the first digital revolution, this one will also transform the way we live, work and play. It will disrupt entrenched industries. And shatter conventional business models. With so much at stake, how do you prepare? Unblocked takes you past the hype and insider speak to show you what blockchains are and how they’re poised to change our world. Blockchains are more than flexible multi-tools that hold promise to solve our most pressing digital problems including privacy risks, hacks, data misuse, fakes and fraud. Along with a family of related technologies, they are a social movement that offers an abundance of opportunity for those who know how to leverage them. Unblocked explains: Why ignoring this technology exposes you to competitive disruption What's coming in this next era—no technical background required How to prepare your organization to respond to the coming shift
    Note: Online resource; Title from title screen (viewed July 18, 2019)
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    Spotlight on Innovation : How Blockchain Will Change Your Business with Alison McCauley (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Blockchain: there’s a lot of excitement around this technology that decentralizes data, and even more opportunity. Ultimately, a business and social strategy that integrates blockchain can have a major impact on your organization, making it more efficient and increasing transparency. Recorded on January 9, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O’Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts’ unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Innovation , you’ll discover what successful companies have in common and how you can follow their lead with small practical steps to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed August 1, 2019)
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    Spotlight on Data : Caching Big Data for Machine Learning at Uber with Zhenxiao Luo (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: From determining the most convenient rider pickup points to predicting the fastest routes, Uber uses data-driven machine learning to create seamless trip experiences. Within engineering, big data and machine learning inform decision-making processes across the board. As Uber expands to new markets, the ability to accurately and quickly use data to make predictions becomes even more important. In this case study, Uber’s Zhenxiao Luo details the company's machine learning architecture and talk about how Uber uses big data to power machine learning jobs. Recorded on June 17, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O’Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts’ unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Data , you’ll learn about, discuss, and debate the tools, techniques, questions, and quandaries in the world of data. You’ll discover how successful companies leverage data effectively and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed October 4, 2019)
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    Sooner than you think : Neural interfaces are finally here (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: During the past decade, significant advancements in artificial intelligence and machine learning have expanded how we communicate and interact with the world. There are more screens and devices in our lives, but our ability to control these devices hasn’t kept pace. While controversial projects involving invasive brain-machine interfaces have been grabbing headlines, this technology is still decades away from exiting the lab and changing how we interact with the digital world for the better. Patrick Kaifosh outlines a future where we’ll be looking up at the world instead of down at our phones. With the launch of the CTRL-labs developer kit (CTRL-kit), noninvasive neural interfaces are finally here, and the possibilities are almost limitless. This session was recorded at the 2019 O'Reilly Artificial Intelligence Conference in New York.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    Spotlight on Data : Data as an Asset with Friederike Schüür and Jen van der Meer (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Our online lives have long left data traces, and the adoption of smartphones, wearables, smart speakers, smart doorbells, and smart everything else has expanded the range of data-collection devices. The early practice of data science on exhaust data—data generated as the by-product of operations—primed the operational use of data. But we can now craft data assets that move beyond exhaust data to unlock an entire suite of new opportunities—new business models, new value propositions, and new methods of strengthening customer relationships. In this edition of Spotlight on Data , Friederike Schüür and Jen van der Meer present an approach to data strategy that goes beyond the mere operational use of data. You'll learn how our current thinking about data strategy—about everything from technology to people and process recommendations—must be reconfigured to move toward data as an asset: a strategy that accelerates and compounds and a set of smart choices that unlocks more value over time. Recorded on May 20, 2019. See the original event page for resources for further learning. Find future live events to attend or watch recordings of other past events . O’Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts’ unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Data , you’ll learn about, discuss, and debate the tools, techniques, questions, and quandaries in the world of data. You’ll discover how successful companies leverage data effectively and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed October 4, 2019)
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    Security principles for the working architect (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Security is an ever more important topic for system designers. As our world becomes digital, today’s safely hidden back office system is tomorrow’s public API, open to anyone on the internet with a hacking tool and time on their hands. So the days of hoping that security is someone else’s problem are over. The security community has developed a well-understood set of principles used to build systems that are secure (or at least securable) by design, but this topic often isn’t included in the training of software developers, who assume that it’s only relevant to security specialists. Even when principles are explained, they’re often shrouded in the jargon of the security engineering community, and so mainstream developers struggle to understand and apply them. Eoin Woods (Endava) explains why secure design matters and then introduces a set of 10 of the most important proven principles for designing secure systems, distilled from the wisdom of the security engineering community. He discusses each principle in the context of mainstream system design, rather than in the specialized language of security engineering, focusing on how it’s applied in practice to improve security. This session was recorded at the 2019 O'Reilly Software Architecture Conference in New York.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    Scrum, Lean, Design Thinking, Kanban, and XP (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Scrum...Lean...Design Thinking...Get past juggling the jargon, and use this guide to find an approach that gets your team building the right thing, and building the thing right.
    Note: Online resource; Title from title page (viewed July 15, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492038962/?ar
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    Real-World Software Development (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (190 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: With Early Release ebooks, you get books in their earliest form—the author's raw and unedited content as he or she writes—so you can take advantage of these technologies long before the official release of these titles. Explore the latest Java-based software development techniques and methodologies through the project-based approach in this practical guide. Unlike books that use abstract examples and lots of theory, Real-World Software Development shows you how to develop several relevant projects while learning best practices along the way. With this engaging approach, junior developers capable of writing basic Java code will learn about state-of-the-art software development practices for building modern, robust and maintainable Java software. You’ll work with many different software development topics that are often excluded from software develop how-to references. Featuring real-world examples, this book teaches you techniques and methodologies for functional programming, automated testing, security, architecture, and distributed systems.
    Note: Online resource; Title from title page (viewed December 9, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781491967164/?ar
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    Recommendation engines and mobile gaming (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 41 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Mobile gaming is a $50+ billion industry. Much of the industry’s growth has been fueled by the sale of in-game virtual resources and items to help players progress further or improve their overall gaming experience. One of the biggest concerns for mobile gaming developers is improving their overall monetization without getting in the way of players enjoying the game. KIXEYE—a developer of complex mobile strategy games—periodically provides its player base with a handful of in-app purchase options that provide different in-game content at different price points and discounts. The problem that companies run into using this model is what in-app purchases should be shown and when in order to maximize the number of in-app purchases. This is made more difficult at KIXEYE due to the massive number of in-app purchases available in the company’s games. So how do you solve this problem? Bysshe Easton and Thomas Dobbs explain how KIXEYE used hybrid recommendation engine techniques to create personalized in-app purchase recommendations for its customers, resulting in a 20%+ lift in user revenue. Along the way, they cover some parallelization techniques the company used to nearly eliminate scaling issues. This session was recorded at the 2019 O'Reilly Strata Data Conference in San Francisco.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    Real-time analytics at Uber : Bring SQL into everything (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: From determining the most convenient rider pickup points to predicting the fastest routes, Uber uses data-driven analytics to create seamless trip experiences. Uber’s analysts and engineers wanted to run real-time analytics with deep learning models. But copying data from one source to another is pretty expensive. Zhenxiao Luo explains how Uber supports real-time analytics with deep learning on the fly, without any data copying. He starts with the company’s big data infrastructure, specifically Hadoop, Spark, and Presto, and discusses how Uber uses Presto as an interactive SQL engine and deployed Hadoop Distributed File System, Pinot, MySQL, and Elasticsearch as storage solutions. He then details how Uber built a Presto Elasticsearch connector from scratch to support real-time analytics on heterogeneous data. He concludes by sharing the company’s production experience and roadmap. This session was recorded at the 2019 O'Reilly Strata Data Conference in San Francisco.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    Programming iOS 13 (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1000 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: If you’re grounded in the basics of Swift, Xcode, and the Cocoa framework, this book provides a structured explanation of all essential real-world iOS app components. Through deep exploration and copious code examples, you’ll learn how to create views, manipulate view controllers, and add features from iOS frameworks. Create, arrange, draw, layer, and animate views that respond to touch Use view controllers to manage multiple screens of interface Master interface classes for scroll views, table views, text, popovers, split views, web views, and controls Dive into frameworks for sound, video, maps, and sensors Access user libraries: music, photos, contacts, and calendar Explore additional topics, including files, networking, and threads
    Note: Online resource; Title from title page (viewed December 25, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492074601/?ar
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    O'Reilly Artificial Intelligence Conference 2019 - San Jose, California (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 91 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The O’Reilly Artificial Intelligence Conference San Jose 2019 was some of the world’s top AI practitioners sharing their AI passion and AI knowledge with thousands of attendees. It was Uber AI Lab’s Kenneth Stanley illuminating the future of AI with his talk about open-endedness learning. It was Danny Lange (Unity Technologies) on game environments that test the capabilities of AI-trained agents; Yi Zhang (University of California, Santa Cruz) on chatbots and the nearness of true conversational computing; and Hagay Lupesko (Facebook) on the challenges of mega-scale, deep learning-based personalization modeling. In short, AI San Jose 2019 was a mind-blower and this video compilation gives you access to virtually all of it with hours of material to peruse, study, and absorb on your own schedule. Highlights include: Complete video recordings of the best of AI San Jose 2019’s keynote addresses, deep dive tutorials, and technical sessions. Keynote addresses from AI thought leaders such as Andrew Feldman (Cerebras Systems), Sahika Genc (AWS DeepRacer/SageMaker RL), and Mike Jordan (UC Berkeley). Unrestricted access to the exclusive AI Business Summit’s executive briefings, best practice sessions, and tutorials led by AI business pros such as Michael Radwin (Intuit), Bahman Bahmani (Rakuten), Mayukh Bhaowal (Salesforce Einstein), Yael Gozin (Pfizer), and James Manyika (McKinsey & Company). Deep dive tutorials, including Jason Dai (Intel) on building deep learning apps for big data with the Analytics Zoo AI platform; Chaoran Yu (Lightbend) on doing machine learning (ML) with Kafka-based streaming pipelines; and Justina Petraityte (Rasa) on developing intelligent AI assistants based entirely on ML with open source Rasa NLU and Rasa Core. Sessions devoted to AI Implementation, such as Anuradha Gali (Uber) on using AI to leverage 15 million trips a day on the Uber platform; Roshan Sumbaly (Facebook) on connecting the dots between the software engineering and ML development worlds; Paige Bailey’s (Google) on TensorFlow 2.0's new features; and Alex Ratner (Snorkel) on building and managing training datasets for ML with open source Snorkel. Sessions focused on AI Models & Methods, including Lukas Biewald (Weights & Biases) review of how to use Keras to classify text with LSTMs and other ML techniques; and Francesca Lazzeri (Microsoft) on using AutoML to automate ML model selection and hyperparameter tuning. Dozens of how-to-do-it sessions detailing the tec...
    Note: Online resource; Title from title screen (viewed September 11, 2019)
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    O'Reilly Velocity Conference 2019 - Berlin, Germany (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: We’ll make the Keynotes available here as soon as possible after they happen. Video of the sessions and tutorials will be available a few weeks after the end of the conference. O'Reilly Velocity Conferences are devoted to providing its international audience of SREs, app developers, DevOps practitioners, systems architects, CTOs, and CIOs with the most on-point training and information possible on how to build and maintain large-scale cloud native systems. Velocity Berlin 2019 stayed true to this formula. It gathered some of the world's top cloud practitioners to share their expertise and insights on key concepts like Kubernetes, site reliability engineering, observability, and performance. Stay ahead of your competition, get this video compilation, and enjoy a front-row seat to all of the best that Velocity Berlin 2019 had to offer. Highlights include: Unrestricted access to hours of the best presentations from Velocity Berlin 2019—this video compilation includes keynote sessions, deep-dive tutorials, and technical sessions. Kubernetes sessions, including Jonathan Johnson's (Dijure LLC) intro to Kubernetes tutorial; Jose Nino’s (Lyft) look at deploying hybrid topologies with Kubernetes and Envoy; and Bastian Hofmann’s (SysEleven) talk on using Kubernetes to deploy an application across multiple clusters in different regions. Monitoring, Observability, and Performance sessions, such as Liz Fong-Jones (Honeycomb) on how microservice-based systems do distributed tracing using OpenTelemetry; Lorenzo Fontana (Sysdig) on eBPF-powered distributed Kubernetes performance analysis; and Nathanael Jean-Francois (NS1) on using BGP edge optimizations to measure internet performance and make routing decisions. Overcoming Obstacles/Lessons in Resilience sessions, including Alois Reitbauer’s (Dynatrace Software) cautions on how to ensure that delivery pipeline automation code won’t devolve into legacy code and Josh Michielsen’s (Condé Nast International) insider’s take on the lessons learned from operating a Kubernetes driven global cloud native platform. Building Secure Systems sessions like Jennifer Davis’ (Microsoft) survey of the cloud security tools and practices everyone should. Building Resilient Systems sessions, such as Jenn Strater’s (Gradle) guide to using data to better debug build errors, speed up individual runs, and make a happy release process, or Heidi Waterhouse’s (LaunchDarkly) reveal of the often overlooked factors that dramatically affect...
    Note: Online resource; Title from title screen (viewed November 6, 2019)
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    On microservices, bounded contexts, and everything in between (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: “Ninety-five percent of the words are spent extolling the benefits of ‘modularity’ and that little, if anything, is said about how to achieve it”—Glenford J. Myers, 1978. The above quote is 40 years old. Today, four decades later, nothing has changed except terminology. Time to fix this. Vladik Khononov (Invesus Group) explains how to decompose a system into loosely coupled components: how to draw boundaries between services, how to decide whether some logic belongs to one service or another, and how domain-driven design can help us make those decisions. Finally, he takes a stab at answering the age-old question of what part of a microservice should be “micro” and how it can be measured. You’ll hear about neither Docker nor Kubernetes. Actually, nothing related to infrastructure. Instead, you’ll dive into the difference between microservices and bounded contexts, discover when each pattern should be used, and get takeaways from Vladik’s experience optimizing microservices-quotebased architectures at Naxex. This session was recorded at the 2019 O'Reilly Software Architecture Conference in San Jose.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
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    O'Reilly Artificial Intelligence Conference 2019 - London, United Kingdom (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
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    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: We’ll make the Keynotes available here as soon as possible after they happen. Video of the sessions and tutorials will be available a few weeks after the end of the conference. The Artificial Intelligence Conference London 2019 gathered some of the globe's top AI practitioners to speak about AI's most promising developments, emerging technologies, and profitable use cases. This video compilation provides you with the best that AI London 2019 had to offer. It includes thought provoking presentations from such AI luminaries as Ariadna Font Llitjós, the director of engineering at Twitter’s Cortex Machine Learning Platform; Martin Goodson, the chief scientist at Evolution AI; Jeff Jonas, the founder and CEO of Senzing; Kim Hazelwood, the senior engineering manager who leads AI infrastructure research efforts at Facebook, and many more of AI’s top data scientists, software engineers, and business strategists. AI is changing fast and it’s transforming business even faster. To see where AI is going (and the entirely new business models and procedures it enables), get this compilation and you’ll be ahead of the curve. Highlights include: Complete video recordings of AI London 2019’s best keynotes, tutorials, and technical sessions—this compilation contains hours of material to study, review, and absorb at your own pace. Keynote presentations from AI’s most notable thinkers, including Intels’ Alexis Crowell Helzer, IBM’s Ritika Gunnar, Dell Technologies’ Arash Ghazanfari, and more. Hours of fact-packed AI, ML, and DL tutorials from top AI practitioners like Robert Crowe (Google) on ML pipelines, TensorFlow Extended pipelines, and ML production deployment issues; Danielle Dean (iRobot) on training and deploying Python models in Azure; and Sergey Ermolin (AWS) on how to use reinforcement learning to build recommendation systems with AWS SageMaker RL. Members-only access to every AI Business Summit Executive Briefing/Best Practices session: Twenty hard-nosed presentations that provide an insider’s look at the AI implementations that will impact your business the most. Implementing AI sessions, including Carlos Rodrigues's (Siemens) look at how Siemens fights cybercrime with AI; Alex Ingerman's (Google) introduction to Federated ML, a new decentralized form of ML; Siddha Ganju's (NVIDIA) discussion of how to set-up deep learning on mobile devices; and Thomas Phelan (HPE BlueData) on how to spin up GPU-enabled AI, ML, and DL clusters in Docker containers...
    Note: Online resource; Title from title screen (viewed October 16, 2019)
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 99
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    Online Resource
    NLP from scratch : Solving the cold start problem for natural language processing (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Unstructured data in the form of documents, web pages, and social media interactions is an ever-growing, ever-more valuable data source for addressing present business problems, from exploring brand sentiment to identifying sensitive information in internal documents. Unfortunately, the classification and annotation algorithms behind solving these problems often require significant amounts of labeled training data to produce desired accuracy. Michael Johnson and Norris Heintzelman (Lockheed Martin) share several techniques they’ve implemented to build classification and NER models from scratch. They lead a tour through this space as it applies to NLP and demonstrate their approach and architecture for the following techniques: Weak supervision for news documents: Using rules base classification alongside deep learning system for text classification Active learning and human in the loop: Explaining how breakthroughs in transfer learning for NLP have impacted their active learning framework for building an LSTM-based relevance model Creative training sets: Identifying and cleaning already-labeled datasets, training classifier on “only” positive examples NER adjudication: Combining knowledge from several annotation sources that leverages the strengths of each source For each of these topics, Michael and Norris outline the theoretical foundation, the implementation architecture, and tools used and discuss the problems they encountered—so you can avoid making the same mistakes.
    Note: Online resource; Title from title screen (viewed October 31, 2019)
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 100
    Online Resource
    Online Resource
    Multicloud Architecture Migration and Security (2019)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (56 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: If you’re considering a multicloud approach to host applications, you’re in good company. According to a recent survey, 42% of the world’s organizations have adopted this strategy. But there are significant challenges and complexities to overcome. This practical report walks you through the pros and cons of migrating to these environments, particularly for securing your applications. Cybersecurity experts Laurent Gil and Allan Liska show you how to orchestrate and manage multicloud environments, including edge technologies designed to secure and protect your environment. Managers and leaders will learn methods for distributing workloads across cloud providers as well as ways to avoid potential pitfalls when pursuing this strategy. Understand the benefits of adopting a multicloud architecture—along with the trade-offs and short-term costs Learn how orchestration lets you manage dozens of applications across thousands of containers in a multicloud environment Explore ways to apply a consistent security policy across all cloud platforms Implement layered security that includes vulnerability scanning, API gateway deployment, and web application firewalls Delve into specific use cases for delivering web application security across all cloud providers
    Note: Online resource; Title from title page (viewed November 5, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492050407/?ar
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    Online Resource
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