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  • MPI Ethno. Forsch.  (2,478)
  • Kalliope (Nachlässe)
  • Boston, MA :Safari,  (2,140)
  • Sebastopol, CA : O'Reilly  (432)
  • [Place of publication not identified] : O'Reilly
  • Electronic books ; local  (2,461)
  • Database management  (90)
Datasource
  • MPI Ethno. Forsch.  (2,478)
  • Kalliope (Nachlässe)
  • BSZ  (7)
  • GBV  (7)
Material
Language
Years
Author, Corporation
Publisher
Keywords
Subjects(RVK)
  • 1
    Online Resource
    Online Resource
    Collaborative product design : help any team build a better experience (2019)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: User-centered system design ; Web sites ; Design ; Application software ; Design ; User-centered system design ; Social aspects ; Electronic books ; Electronic books ; local
    Abstract: You can launch a new app or website in days by piecing together frameworks and hosting on AWS. Implementation is no longer the problem. But that speed to market just makes it tougher to confirm that your team is actually building the right product. Ideal for agile teams and lean organizations, this guide includes 11 practical tools to help you collaborate on strategy, user research, and UX. Hundreds of real-world tips help you facilitate productive meetings and create good collaboration habits. Designers, developers, and product owners will learn how to build better products much faster than before. Topics include: Foundations for collaboration and facilitation: Learn how to work better together with your team, stakeholders, and clients Project strategy: Help teams align with shared goals and vision User research and personas: Identify and understand your users and share that vision with the broader organization Journey maps: Build better touchpoints that improve conversion and retention Interfaces and prototypes: Rightsize sketches and wireframes so you can test and iterate quickly
    Note: Includes bibliographical references and index. - Description based on online resource; title from title page (Safari, viewed May 31, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781491975022/?ar
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    Essentials of Microsoft Azure (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 streaming video file (2 hr., 29 min., 44 sec.)) , digital, sound, color
    Keywords: Windows Azure ; Cloud computing ; Database management ; Electronic videos ; local
    Abstract: "Learn how to plan your migration to the cloud in this introductory-level course that teaches you the concepts of cloud computing and how to implement a cloud model using Microsoft Azure. You'll study the different cloud deployment types available; observe how experts choose the correct implementation model for their businesses; learn about Azure's costs, functions, tools, services, advantages, and disadvantages; and explore the key factors to consider when moving to a cloud-based system. You'll come away with the knowledge required to resolve real world implementation issues (e.g., back-up and recovery, uptime, scaling, and software delivery-on-demand concerns) and gain a deep awareness of the efficiencies cloud computing offers (e.g., reduced operational costs, improved agility, and reliability)."--Resource description page.
    Note: Date of publication from resource description page. - Title from title screen (viewed April 4, 2018)
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    Managing cloud native applications (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Cloud computing ; Computer architecture ; Electronic books ; Electronic books ; local
    Abstract: What you'll learn and how you can apply it:Cloud native applications are designed to be maintained by infrastructure. This lesson will offer best practices for designing resilient, simple solutions and give you some starting points for making your applications run smoothly on cloud native infrastructure.This lesson is for you because you are a cloud engineer who wants to learn best practices for making applications run smoothly on cloud native infrastructure.
    Note: "From Cloud native infrastructure by Justin Garrison & Kris Nova"--Cover. - Date of publication from resource description page. - Description based on online resource; title from title page (Safari, viewed February 22, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492037071/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    The agile principles (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Agile software development ; Electronic books ; Electronic books ; local
    Abstract: This lesson describes the principles that agile teams use to make decisions about how to run their projects. We'll show you the purpose and idea behind each of the principles, illustrating them with a practical example from a software project.
    Note: "From Learning agile by Andrew Stellman & Jennifer Greene"--Cover. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 14, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492036494/?ar
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    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Conducting competitive analysis (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Business intelligence ; Data processing ; User-centered system design ; Human-computer interaction ; User interfaces (Computer systems) ; Web sites ; Design ; Electronic books ; Electronic books ; local
    Abstract: In this lesson, you'll learn that the competitive analysis helps you gain insight into current trends as to what is or is not working. Knowing the unknowns helps your team to not repeat mistakes but instead make good ideas better. A good analysis also exposes gaps and opportunities for your product to take advantage of in the marketplace.
    Note: "From UX strategy by Jaime Levy"--Cover. - Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed February 13, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492034704/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 6
    Online Resource
    Online Resource
    Building a culture for network automation (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Computer networks ; Automation ; Information technology ; Automation ; Computer networks ; Management ; Electronic books ; Electronic books ; local
    Abstract: It may seem odd to consider company culture when talking about network automation, but like anyone else in your organization, network engineers want to work with like-minded people who care what they do and how they do it. Culture is about optimizing a human system and improving communication so that all three aspects of your DevOps environment-tools, processes, and people-work in harmony. This lesson shows you how to assess your team and its place in the organization. You'll also learn how to "embrace failure" by having a game plan for learning from failure when it does happen, and discover how to enhance your personal skills and education on the job.
    Note: "From Network programmability and automation by Jason Edelman, Scott S. Lowe & Matt Oswalt"--Cover. - Date of publication from resource description page. - "Lesson"--Cover. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed January 31, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492030799/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 7
    Online Resource
    Online Resource
    How to be a good tech lead (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume)
    Keywords: Information technology ; Management ; Teams in the workplace ; Management ; Professional employees ; Electronic books ; Electronic books ; local
    Abstract: In this chapter from The Manager's Path, you'll learn the biggest trick of being a good tech lead: the willingness to step away from the code and figure out how to balance your technical commitments with the work the whole team needs. From mentoring interns to working with senior staff, you'll get actionable advice for approaching various obstacles in your path.Link to proposal
    Note: "From The manager's path by Camille Fournier"--Cover. - Date of publication from resource description page. - Description based on online resource; title from title page (Safari, viewed February 28, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492037415/?ar
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    Online Resource
    MPI Ethno. Forsch.
  • 8
    Online Resource
    Online Resource
    DevOps tools : ecosystem overview (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume)
    Keywords: Software architecture ; Computer software ; Development ; Operating systems (Computers) ; Electronic books ; Electronic books ; local
    Abstract: Some companies think that adopting DevOps means bringing in specialists or a host of new tools, yet DevOps is a professional and cultural movement that calls for change from inside your organization. In this lesson, you'll explore the current ecosystem of tools for software development, automation, system provisioning, test and build, and monitoring that are useful in a DevOps environment. You'll learn why it's important to select tools that will benefit your organization as a whole and not just a subset of teams. From server installation automation to infrastructure configuration and automation, the tools you choose should enhance-but not replace-the interpersonal and cultural aspects of your environment.
    Note: Date of publication from resource description page (Safari, viewed January 25, 2018). - "From Effective DevOps by Jennifer Davis & Ryn Daniels"--Cover. - Description based on online resource; title from title page (Safari, viewed January 25, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492028932/?ar
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    Online Resource
    MPI Ethno. Forsch.
  • 9
    Online Resource
    Online Resource
    Monitoring anti-patterns (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume)
    Keywords: Computer networks ; Monitoring ; Information technology ; Management ; Computer networks ; Security measures ; Electronic books ; Electronic books ; local
    Abstract: Before you can establish great monitoring for your cloud, you have to identify and correct bad habits you may have adopted or observed in your environment. This lesson explains how to watch out for and fix monitoring anti-patterns such as tool obsession, monitoring-as-job, checkbox monitoring, using monitoring as a crutch, and using manual monitoring configuration so that you can foster positive monitoring habits.
    Note: "From Practical monitoring by Mike Julian"--Cover. - Date of publication from resource description page. - Description based on online resource; title from title page (Safari, viewed February 21, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492036791/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 10
    Online Resource
    Online Resource
    Social CRM : market research (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Customer relations ; Management ; Consumer behavior ; Data mining ; Social media ; Electronic books ; Electronic books ; local
    Abstract: Social media and CRM data are potentially rich sources of market research data. Capabilities such as Facebook Graph hold the potential to enable us to know more about targeted groups of people than ever before, and some companies are leveraging their CRM data to make customer retention even more predictive. But does social media add valuable insight or noise to this process? This lesson examines the potential future for social CRM in business research.
    Note: "From Ask, measure, learn by Lutz Finger & Soumitra Dutta"--Cover. - Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed February 13, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492034681/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 11
    Online Resource
    Online Resource
    When to adopt cloud native infrastructure (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Cloud computing ; Computer architecture ; Electronic books ; Electronic books ; local
    Abstract: Many companies are building applications for cloud platforms to gain greater agility, cost savings, security, and reliability than they could with similar capabilities in-house. But even the best cloud native application can go to waste without the right design and practices to manage infrastructure. This article provides guidelines to help your company determine when-and if-to adopt your own cloud native infrastructure. You'll learn the impact that building and maintaining infrastructure of this type can have on your applications, people, systems, and business as a whole.
    Note: Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed June 17, 2019)
    URL: https://learning.oreilly.com/library/view/-/9781492042006/?ar
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    Online Resource
    MPI Ethno. Forsch.
  • 12
    Online Resource
    Online Resource
    How to make great decisions (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume)
    Keywords: Decision making ; Decision making ; Mathematical models ; Project management ; Electronic books ; Electronic books ; local
    Abstract: Unfortunately, making decisions is not as simple as you saying "yes" or "no" to your team. Unlike most other compilations of English words, the complexity of software mandates that it is the creation of a group, and therefore it is a reflection of the decisions that the group makes. In some cases a Big Boss can dictate decisions. Unluckily, you are not the Big Boss, and you must enable your team to find ways to say no to the things they love. Here's how to get the job done.
    Note: "From Shipping greatness by Chris Vander Mey"--Cover. - Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 13, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492038467/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 13
    Online Resource
    Online Resource
    Facilitating research (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Research ; Methodology ; Technology ; Research ; Industrial design ; New products ; Electronic books ; Electronic books ; local
    Abstract: Conducting research to clarify design decisions and business needs is a key responsibility of product designers and UX practitioners. Although this process may seem daunting, anyone can be involved in product research. In this lesson, you'll learn the fundamental skills necessary to conduct research with prospective users as they engage with your product. You'll learn a set of guiding principles for composing your team, observing and questioning your test subjects, and conducting dry runs beforehand. You'll also discover how to pace your research interviews by starting slowly and building toward complex topics.
    Note: "From UX research by David Farkas & Brad Nunnally"--Cover. - Date of publication from resource description page. - "Lesson"--Cover. - Description based on online resource; title from title page (Safari, viewed January 31, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492031208/?ar
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 14
    Online Resource
    Online Resource
    Navigating the organizational landscape (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Business communication ; Interpersonal communication ; Organizational change ; Electronic books ; Electronic books ; local
    Abstract: The more we understand how things work at work, the more likely we will figure out the best way to get support for our ideas and make them a reality. We can't change the culture and its associated politics and cultural norms. We can, however, learn the organizational environment well enough to navigate through it to increase our chances of success.
    Note: "From Rebels at work by Lois Kelly & Carmen Medina"--Cover. - Date of publication from resource description page. - Description based on online resource; title from title page (Safari, viewed March 13, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492038504/?ar
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    Online Resource
    MPI Ethno. Forsch.
  • 15
    Online Resource
    Online Resource
    Collaboration : individuals working together (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume)
    Keywords: Teams in the workplace ; Interpersonal communication ; Mentoring in business ; Software architecture ; Computer software ; Development ; Operating systems (Computers) ; Electronic books ; Electronic books ; local
    Abstract: A large part of what makes a DevOps initiative successful is getting people to work together more effectively than they did previously. In this lesson, you'll learn how to build communicative relationships, shared goals and empathy for a more effective, collaborative work culture.
    Note: "From Effective DevOps by Jennifer Davis & Ryn Daniels"--Cover. - Date of publication from resource description page (Safari, viewed March 6, 2018). - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 6, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492037439/?ar
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    Online Resource
    MPI Ethno. Forsch.
  • 16
    Online Resource
    Online Resource
    Building observable systems in Java (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Java (Computer program language) ; Cloud computing ; Electronic books ; Electronic books ; local
    Abstract: This lesson is for Java/JVM developers who want to build observable, production-worthy systems. This lesson examines the nonfunctional or cross-functional capabilities that all applications need in order for developers to operationalize them. The lesson focuses on observability-a measure for how well internal states of a system can be inferred by knowledge of its external outputs.
    Note: "From Cloud native Java by Josh Long & Kenny Bastani"--Cover. - Date of publication from resource description page. - Description based on online resource; title from title page (Safari, viewed February 21, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492037118/?ar
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    MPI Ethno. Forsch.
  • 17
    Online Resource
    Online Resource
    How SRE relates to DevOps (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume)
    Keywords: Information technology ; Management ; Reliability (Engineering) ; Computer engineering ; Electronic books ; Electronic books ; local
    Abstract: DevOps and Site Reliability Engineering (SRE) have emerged in recent years as solutions for managing operations in IT and software development. Is one method better than the other? Will one of them eventually win out? This article explains why these two disciplines-in both practice and philosophy-are much more alike than you may think. Humans have been thinking about better ways to operate things for millennia, but despite all of this effort and thought, running enterprise software operations well remains elusive for many organizations. In this article, IT operations experts provide the key tenets of DevOps and SRE, compare and contrast the two, and explain the incentives necessary to successfully adopt either approach.
    Note: "From The site reliability workbook excerpt by Niall Richard Murphy, Liz Fong-Jones & Betsy Beyer"--Cover. - Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed April 4, 2018)
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 18
    Online Resource
    Online Resource
    Methodologies help you get it all in place at once (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Agile software development ; Project management ; Organizational change ; Management ; Electronic books ; Electronic books ; local
    Abstract: This lesson describes the core agile values. It shows an example of a team struggling with a software project, and help you recognize that a main source of the struggle is a "fractured perspective." We'll explain the agile values, and use a metaphor to help you see how those values bring the team's perspective together.
    Note: "From Learning Agile by Andrew Stellman & Jennifer Greene"--Cover. - Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 6, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492036470/?ar
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    MPI Ethno. Forsch.
  • 19
    Online Resource
    Online Resource
    Mentoring (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume)
    Keywords: Mentoring in business ; Employees ; Coaching of ; Electronic books ; Electronic books ; local
    Abstract: Mentors are commonly assigned to junior members of a team, such as new hires straight out of school or student interns. Many organizations use mentors as part of their onboarding process for all new hires. Sometimes the mentor is another junior person on the team, perhaps herself only a year or two into the organization; someone who can still clearly remember the onboarding or internship process herself, and can closely relate to the new person. Other times the mentor is a senior engineer who can act as a technical mentor in addition to helping the new hire get up to speed on the process. In a healthy organization, this onboarding mentorship role is used as an opportunity for both parties. The mentor gets the chance to see what it is like to have responsibility for another person, and the mentee gets an overseer who is focused on him alone, without other reports clamoring for his mentor's attention.
    Note: Date of publication from resource description page. - "From The manager's path by Camille Fournier"--Cover. - Description based on online resource; title from title page (Safari, viewed March 13, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492037576/?ar
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    MPI Ethno. Forsch.
  • 20
    Online Resource
    Online Resource
    Managing people (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume)
    Keywords: Personnel management ; Teams in the workplace ; Professional employees ; Electronic books ; Electronic books ; local
    Abstract: Part of your focus throughout this period of adjustment to management is to figure out your own management style. Many of you will be learning how to manage individuals while simultaneously being responsible for running a team. In the lesson, we'll talk about the challenges of dealing with the team as a whole, as well as how the technical side of your role might be changing, but it's important to start by considering the individuals. After all, your team is only as healthy as its individuals, and as the individual manager, you'll have a huge impact on each person.
    Note: "From The manager's path by Camille Fournier"--Cover. - Date of publication from resource description page. - Description based on online resource; title from title page (Safari, viewed March 13, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492037552/?ar
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    MPI Ethno. Forsch.
  • 21
    Online Resource
    Online Resource
    Building an awesome team culture (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Teams in the workplace ; Electronic books ; Electronic books ; local
    Abstract: In this lesson we'll talk about culture, with a strong focus on various communication techniques that contribute to success. We'll identify how these techniques can be used to create any product more efficiently with a team of humans.
    Note: "From Debugging teams, Brian Fitzpatrick & Ben Collins-Sussman"--Cover. - Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 13, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492038443/?ar
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    MPI Ethno. Forsch.
  • 22
    Online Resource
    Online Resource
    Getting started with deep learning (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Machine learning ; Artificial intelligence ; Neural networks (Computer science) ; Electronic books ; Electronic books ; local
    Abstract: Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning-especially deep neural networks-make a real difference in your organization? This lesson provides a practical overview of the foundations of neural networks and deep learning and also looks at deep networks. This lesson is for you because you are a data scientist or software developer who wants to understand and be able to use efficient tools to implement programs capable of learning from data.
    Note: "From Deep learning by Josh Patterson & Adam Gibson"--Cover. - Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 16, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492037330/?ar
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    MPI Ethno. Forsch.
  • 23
    Online Resource
    Online Resource
    First steps into the cloud and continuous delivery (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Cloud computing ; Web applications ; Development ; Electronic books ; Electronic books ; local
    Abstract: To remain competitive in today's digital world, large businesses need to move fast. That's why so many companies plan to shift from monolithic onsite architectures to applications designed solely to operate on cloud computing platforms. But how do companies successfully migrate toward cloud-native technologies and practices? This article examines challenges identified by respondents to the Cloud Platform Survey that businesses face as they take their first steps into the cloud. It also describes key best practices and enabling tools for continuous integration and delivery, automation, and monitoring.
    Note: "From Cloud native evolution by Alois Mayr, Peter Putz, Anna Gerber & Dirk Wallerstorfer"--Cover. - Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 6, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492036890/?ar
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    MPI Ethno. Forsch.
  • 24
    Online Resource
    Online Resource
    Neural networks and deep learning (2018)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Machine learning ; Artificial intelligence ; Electronic books ; Electronic books ; local
    Abstract: Neural networks are at the very core of deep learning. They are versatile, powerful, and scalable, making them ideal to tackle large and highly complex Machine Learning tasks, such as classifying billions of images (e.g., Google Images), powering speech recognition services (e.g., Apple's Siri), recommending the best videos to watch to hundreds of millions of users every day (e.g., YouTube), or learning to beat the world champion at the game of Go by examining millions of past games and then playing against itself (DeepMind's AlphaGo). This lesson introduces artificial neural networks, starting with a quick tour of the very first ANN architectures, then covering topics such as training neural nets, recurrent neural networks, and reinforcement learning. This lesson will clarify what neural networks are and why you may want to use them.
    Note: "From Hands-on machine learning with Scikit-Learn and TensorFlow by Aurélien Géron"--Cover. - Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed March 16, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492037354/?ar
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    MPI Ethno. Forsch.
  • 25
    Online Resource
    Online Resource
    Conversion rate optimization (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Web sites ; Design ; Electronic commerce ; Electronic books ; Electronic books ; local
    Abstract: Remember when an optimized website was one that merely didn't take all day to appear? Times have changed. Today, website optimization can spell the difference between enterprise success and failure, and it takes a lot more know-how to achieve success. This book is a comprehensive guide to the tips, techniques, secrets, standards, and methods of website optimization. From increasing site traffic to maximizing leads, from revving up responsiveness to increasing navigability, from prospect retention to closing more sales, the world of 21st century website optimization is explored, exemplified and explained. Website Optimization combines the disciplines of online marketing and site performance tuning to attain the competitive advantage necessary on today's Web. You'll learn how to improve your online marketing with effective paid and natural search engine visibility strategies, strengthened lead creation and conversion to sales methods, and gold-standard ad copywriting guidelines. Plus, your increased site speed, reduced download footprint, improved reliability, and improved navigability will work synergistically with those marketing methods to optimize your site's total effectiveness.
    Note: Excerpt from Website optimization by Andrew B. King. - Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed January 4, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492030430/?ar
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    Online Resource
    Electronics cookbook : practical electronic recipes with Arduino and Raspberry Pi (2017)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Keywords: Arduino (Programmable controller) ; Raspberry Pi (Computer) ; Electronic books ; Electronic books ; local
    Abstract: If you're among the many hobbyists and designers who came to electronics through Arduino and Raspberry Pi, this cookbook will help you learn and apply the basics of electrical engineering without the need for an EE degree. Through a series of practical recipes, you'll learn how to solve specific problems while diving into as much or as little theory as you're comfortable with. Author Simon Monk ( Raspberry Pi Cookbook ) breaks down this complex subject into several topics, from using the right transistor to building and testing projects and prototypes. With this book, you can quickly search electronics topics and go straight to the recipe you need. It also serves as an ideal reference for experienced electronics makers. This cookbook includes: Theoretical concepts such as Ohm's law and the relationship between power, voltage, and current The fundamental use of resistors, capacitors and inductors, diodes, transistors and integrated circuits, and switches and relays Recipes on power, sensors and motors, integrated circuits, and radio frequency for designing electronic circuits and devices Advice on using Arduino and Raspberry Pi in electronics projects How to build and use tools, including multimeters, oscilloscopes, simulations software, and unsoldered prototypes
    Note: Includes index. - Description based on online resource; title from title page (Safari, viewed April 7, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491953396/?ar
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  • 27
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    Online Resource
    Developing SQL databases exam 70-762 certification : prepare to take the Microsoft 70-762 exam and work towards your MCSA : SQL 2016 database development certification (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 streaming video file (8 hr., 39 min., 42 sec.)) , digital, sound, color
    Keywords: SQL server ; Certification ; Study guides ; Client/server computing ; Certification ; Study guides ; Database management ; Electronic videos ; local
    Abstract: "Microsoft exam 70-762 is one of two exams you must pass to earn a Microsoft Certified Solutions Associate (MCSA) SQL 2016 Database Development certification. This comprehensive course covers the material included in the 70-762 exam, moving you one step closer to the goal of becoming a true database professional. Taught in a friendly, easy-to-understand style by long time database development expert Mark Long, this course works for those new to the world of SQL databases, as well as those just needing a review."--Resource description page.
    Note: Title from title screen (viewed April 26, 2017). - Date of publication from resource description page
    URL: lizenzpflichtig
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  • 28
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    Online Resource
    Introduction to MySQL : learn how to create and work with MySQL databases (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 streaming video file (3 hr., 13 min., 24 sec.)) , digital, sound, color
    Keywords: MySQL (Electronic resource) ; Relational databases ; Database management ; Electronic videos ; local
    Abstract: "This course teaches you how to create a stand-alone MySQL database and how to add, change, delete, and query data within that database. You'll develop a basic understanding of relational databases and gain hands-on experience with the typical software tools application developers, business analysts, and database report writers use to create and work with MySQL databases. When you complete this course, not only will you know how to use MySQL, you'll also have a good understanding of the world's dominant relational database management systems developed by Oracle, Sybase, Microsoft, and IBM."--Resource description page.
    Note: Title from title screen (viewed March 24, 2017). - Date of publication from resource description page
    URL: lizenzpflichtig
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  • 29
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    Administering a SQL database infrastructure : exam 70-764 certification training : prepare for the Microsoft 70-764 exam and work towards your MCSA: SQL 2016 database administration certification (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 streaming video file (9 hr., 13 min., 30 sec.)) , digital, sound, color
    Keywords: SQL server ; Examinations ; Study guides ; Computer networks ; Management ; Examinations ; Study guides ; Electronic data processing personnel ; Certification ; Study guides ; Microsoft software ; Examinations ; Study guides ; Database management ; Electronic videos ; local
    Abstract: "The course prepares you to take Microsoft exam 70-764, the first of two tests you must pass in order to earn the Microsoft Certified Solutions Associate (MCSA): SQL 2016 Database Administration certification. Passing the 70-764 exam indicates to the world that you have what it takes to administer the SQL database infrastructure."--Resource description page.
    Note: Title from title screen (Safari, viewed July 5, 2017). - Release date from resource description page (Safari, viewed July 5, 2017)
    URL: lizenzpflichtig
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  • 30
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    Online Resource
    10 essentials for gamestorming (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Teams in the workplace ; Training of ; Visual perception ; Electronic books ; Electronic books ; local
    Abstract: Great things don't happen in a vacuum. But creating an environment for creative thinking and innovation can be a daunting challenge. How can you make it happen at your company? The answer may surprise you: gamestorming. This lesson includes a list of the 10 essentials for gamestorming. It's not an exhaustive list by any means, but rather a solid, dependable, basic toolkit. It's a list of tried-and-true methods: the 20% of the toolkit that you'll use 80% of the time. These are the methods we employ most often in our work, and they are also the things you will find most useful if you find yourself in a difficult meeting. If you practice and become comfortable with these 10things, you will be able to work your way through nearly any challenge.
    Note: "From Gamestorming by Dave Gray, Sunni Brown, & James Macanufo"--Cover. - Date of publication from resource description page. - "Lesson"--Cover. - Description based on online resource; title from title page (Safari, viewed January 11, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492031260/?ar
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  • 31
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    Learning Julia : abstract, concrete, and parametric types (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Julia (Computer program language) ; Dynamic programming ; Data structures (Computer science) ; Electronic books ; Electronic books ; local
    Abstract: What you'll learn-and how you can apply it In this lesson we'll explore some of the more advanced features of Julia's type system and how these tools enable more expressive and higher-performance code. We'll examine how abstract and concrete types relate to each other in the type hierarchy, and how to effectively use Julia's multiple dispatch mechanism. We'll also explore parametric types which enable maximally generic code without sacrificing performance. This lesson is for you because You are a programmer with some Julia experience looking to level-up your code by reducing duplication and maximize performance. Prerequisites: Learning Julia: Intro to Types Basic-level Julia skills Materials or downloads needed: Julia 0.6 About the instructors Spencer Russell is a researcher and PhD candidate at the MIT Media Lab, where his work has ranged from wireless mesh networks and sensor infrastructure to audio spatialization and augmented musical instruments. He holds a BA from Oberlin College, a BS in Electrical Engineering from Columbia University, and an MA from the MIT Media Lab. He is the primary author and maintainer of several core audio-related Julia packages and the JuliaAudio organization on GitHub. In previous lives he has sound-designed sold-out theater performances in New York, toured throughout the US and Europe as a double-bassist, and ran a software and hardware development team that deployed multi-thousand unit building automation systems. He lives with his wife Kate and dog Eleanor Roosevelt in Jamaica Plain, MA, but longs for the rainy Pacific Northwest.
    Note: "From Learning Julia : rapid technical computing and data analysis by Spencer Russell, Avik Sengupta & Leah Hanson"--Cover. - Date of publication from resource description page. - Description based on online resource; title from title page (Safari, viewed November 6, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491999585/?ar
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    The frontend's high performance responsive design (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Web sites ; Design ; Web site development ; Mobile computing ; Electronic books ; Electronic books ; local
    Abstract: Yes, you can use responsive web design to create high performance, compelling websites. With this practical book, author Tom Barker demonstrates that responsive design is not just a frontend-only approach, but also a philosophy for taking advantage of the entire web stack. Responsive design patterns and anti-patterns, derived from heavily used real-world sites, are guiding principles throughout the book.
    Note: "From High performance responsive design by Tom Barker"--Cover. - Date of publication from resource description page. - "Lesson"--Cover. - Description based on online resource; title from title page (Safari, viewed January 11, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492030379/?ar
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    Online Resource
    Web performance basics (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Web sites ; Design ; Mobile apps ; Design ; Electronic books ; Electronic books ; local
    Abstract: This excerpt covers all the basic web performance concepts, including metrics, charts, and what they mean.
    Note: Date of publication from resource description page (Safari, viewed December 5, 2017). - "From High performance mobile Web by Maximiliano Firtman.". - "Lesson.". - Description based on online resource; title from cover (Safari, viewed December 5, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781492029243/?ar
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    Load balancing at the frontend (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Reliability (Engineering) ; Web sites ; Design ; Web sites ; Access control ; Computer engineering ; Electronic books ; Electronic books ; local
    Abstract: Learn how Google balances user traffic between datacenters.
    Note: "From Site reliability engineering : excerpt by Piotr Lewandowski, edited by Sarah Chavis"--Cover. - Date of publication from resource description page. - "Lesson"--Cover. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed January 11, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492031123/?ar
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    Learning Julia : introduction to types (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume)
    Keywords: Julia (Computer program language) ; Dynamic programming ; Data structures (Computer science) ; Electronic books ; Electronic books ; local
    Abstract: What you'll learn-and how you can apply it Julia's type system is one of its key features, and enables both flexible programming and fast performance. But, what is a type and how can it optimize your code? In this lesson, we'll introduce types in Julia, and discuss how to use them effectively in your code. We'll explore Julia's built-in types as well as show you how to define your own, including defining custom constructor methods. We'll also help you get a feel for various design decisions you'll face, such as when to use mutable vs. immutable types. This lesson is for you because You are a relatively new Julia developer looking for a firm foundation in Julia's type system. You want to write code that is high-performance without sacrificing maintainability. Prerequisites: None Materials or downloads needed: Julia 0.6 About the instructors Spencer Russell is a researcher and PhD candidate at the MIT Media Lab, where his work has ranged from wireless mesh networks and sensor infrastructure to audio spatialization and
    Note: "From Learning Julia : rapid technical computing and data analysis by Spencer Russell, Avik Sengupta & Leah Hanson"--Cover. - Date of publication from resource description page. - Description based on online resource; title from title page (Safari, viewed November 6, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491999646/?ar
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    Designing with data : improving the user experience with A/B testing (2017)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Keywords: User-centered system design ; Information visualization ; Electronic books ; Electronic books ; local
    Abstract: On the surface, design practices and data science may not seem like obvious partners. But these disciplines actually work toward the same goal, helping designers and product managers understand users so they can craft elegant digital experiences. While data can enhance design, design can bring deeper meaning to data. This practical guide shows you how to conduct data-driven A/B testing for making design decisions on everything from small tweaks to large-scale UX concepts. Complete with real-world examples, this book shows you how to make data-driven design part of your product design workflow. Understand the relationship between data, business, and design Get a firm grounding in data, data types, and components of A/B testing Use an experimentation framework to define opportunities, formulate hypotheses, and test different options Create hypotheses that connect to key metrics and business goals Design proposed solutions for hypotheses that are most promising Interpret the results of an A/B test and determine your next move
    Note: Includes bibliographical references and index. - Description based on online resource; title from title page (Safari, viewed April 7, 2017)
    URL: lizenzpflichtig
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    Gathering customer data (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Consumer satisfaction ; Customer relations ; New products ; Production management ; Electronic books ; Electronic books ; local
    Abstract: While it's important to engage with customers and gather their feedback, the process is less impactful if you can't make sense out of the data you're collecting. In this lesson, you'll learn how to derive patterns and meaning in your data, and most importantly, share your findings throughout your organization.
    Note: "From The customer-driven playbook / by Travis Lowdermilk & Jessica Rich"--Cover. - Date of publication from resource description page. - "Lesson"--Cover. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed January 11, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492031185/?ar
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  • 38
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    Mastering Cassandra essentials : a developer's guide to horizontally scalable NoSQL database (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 streaming video file (3 hr., 20 min.)) , digital, sound, color
    Keywords: Apache Cassandra ; Non-relational databases ; Database management ; Open source software ; Electronic videos ; local
    Abstract: "Apache Cassandra is an open-source NoSQL database that specializes in speed, scale, and uptime. With technical features based on Dynamo and Google BigTable, Cassandra is one of the most widely used distributed data storage systems available. If you've got more data than can fit on one server, uptime is important to you, and if you're working with data that changes rapidly, then Cassandra is a database to think about. This tutorial provides a complete introduction to Cassandra. Not only will you understand how Cassandra distinguishes itself from relational databases and other NoSQL stores, you'll learn enough of the Java API to get started writing code. The course explores Cassandra's unique tabular data model; digs into the internal performance of each node in a Cassandra database--the read and write path; explains the operational responsibilities for maintaining a Cassandra cluster; and guides you through writing Java code that writes to and reads from a Cassandra database. If you're a developer or architect just getting started with Cassandra, or someone considering using a non-relational data store, this video tutorial will illuminate the capabilities of this massively popular NoSQL database."--Resource description page.
    Note: Title from title screen (viewed November 1, 2017). - Date of publication from resource description page
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  • 39
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    Optimizing images (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Web sites ; Design ; Web site development ; Electronic books ; Electronic books ; local
    Abstract: Uncover the best practices for use and optimization for each file type. Included in this excerpt are techniques to optimize the way images are loaded into web pages, such as spriting or replacing them with CSS or SVG. Lastly, we'll cover what you can do to increase the longevity of your optimized image solutions, including implementing style guides or automated workflows for image compression.
    Note: "From Designing for performance by Lara Callender Hogan"--Cover. - Date of publication from resource description page. - "Lesson"--Cover. - Description based on online resource; title from title page (Safari, viewed January 10, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492030393/?ar
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  • 40
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    Web performance is user experience (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Web sites ; Design ; Web site development ; Electronic books ; Electronic books ; local
    Abstract: As a web designer, you encounter tough choices when it comes to weighing aesthetics and performance. Good content, layout, images, and interactivity are essential for engaging your audience, and each of these elements has an enormous impact on page load time and the end-user experience. In this practical book, Laura Hogan helps you approach projects with page speed in mind, showing you how to test and benchmark which design choices are most critical.
    Note: Date of publication from resource description page (Safari, viewed December 5, 2017). - "From Designing for performance by Lara Callender Hogan.". - "Lesson.". - Description based on online resource; title from cover (viewed December 5, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781492029823/?ar
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  • 41
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    Minimum viable products and prototypes (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume)
    Keywords: User-centered system design ; Agile software development ; Lean manufacturing ; Electronic books ; Electronic books ; local
    Abstract: In this lesson we cover the Minimum Viable Product and how to use it to plan experiments. We use those experiments to test the validity of our assumptions and decide how to move forward with our project.
    Note: From Lean UX by Jeff Gothelf and Josh Seiden, second edition. Cf. Cover. - Date of publication from resource description page. - "Lesson"--Cover. - Description based on online resource; title from title page (Safari, viewed January 11, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492031284/?ar
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  • 42
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    HTTP protocols (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: HTTP (Computer network protocol) ; Computer networks ; Application software ; Development ; Computer network protocols ; Electronic books ; Electronic books ; local
    Abstract: Prepare yourself for building fast and efficient web applications. Take a brief historical tour of the evolution of the HTTP protocol. Understanding of the key design changes of HTTP, and the motivations behind each, will give us the necessary background for our discussions on HTTP performance, especially in the context of the many upcoming improvements in HTTP 2.0.
    Note: "From High-performance browser networking by Ilya Grigorik"--Cover. - Date of publication from resource description page. - "Lesson"--Cover. - Description based on online resource; title from title page (Safari, viewed January 10, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492030478/?ar
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    Measurement tools for high performance (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Web sites ; Design ; Mobile apps ; Design ; Electronic books ; Electronic books ; local
    Abstract: This excerpt reviews the tools that are available to get real data from your mobile browsers.
    Note: "From High performance mobile Web by Maximiliano Firtman"--Cover. - Date of publication from resource description page. - "Lesson"--Cover. - Description based on online resource; title from title page (Safari, viewed January 11, 2018)
    URL: https://learning.oreilly.com/library/view/-/9781492030331/?ar
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    Learning Swift : building apps for macOS, iOS, and beyond (2017)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: Second edition.
    Keywords: Swift (Computer program language) ; Application software ; Development ; Electronic books ; Electronic books ; local
    Abstract: Get valuable hands-on experience with Swift 3, the latest version of Apple's programming language. With this practical guide, skilled programmers with little or no knowledge of Apple development will learn how to code with Swift 3 by developing three complete, tightly linked versions of the Notes application for the OS X, iOS, and watchOS platforms. In the process, you'll learn Swift's fundamentals, including its syntax and features, along with the basics of the Cocoa, CocoaTouch, and WatchKit frameworks. This book teaches you how to use common design patterns for Swift, how to structure an application for Apple's platforms, and how to submit working apps to the App Store. Divided into four distinct parts, this book includes: Swift 2 basics: Learn Swift's basic building blocks and features for object-oriented development OS X app development: Set up the document model, build out features, and sync data with iCloud iOS app development: Use multimedia, contacts, location, notifications, and iCloud files to build a fully featured iOS Notes app Advanced app extensions: Build an Apple Watch app, and learn how to debug, monitor, and test all three of your Swift apps
    Note: Includes index. - Description based on online resource; title from title page (Safari, viewed April 7, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491967058/?ar
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    Create an Azure SQL data warehouse in minutes : learn to create, load, and scale a data warehouse, with supporting databases and tables (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 22 min., 45 sec.)) , digital, sound, color
    Keywords: Microsoft Azure SQL Database ; Database management ; Data warehousing ; SQL (Computer program language) ; Electronic videos ; local
    Abstract: "Microsoft's Azure SQL Data Warehouse is a massively parallel processing (MPP) distributed database system that integrates across the Cortana Intelligence Suite platform. In this video, you'll learn about MPP, how to create a data warehouse instance in minutes, and how to establish supporting databases and tables. You'll explore Azure SQL data warehouse's underlying architecture and learn how to adapt your data warehouse designs and loading strategies to take advantage of the scale that is available. The video includes a working case study that demonstrates the creation and loading of a data warehouse from start to finish. You'll also learn how to utilize key features of Azure SQL DW and discover how to load, import, and export data using various methods."--Resource description page.
    Note: Title from title screen (viewed August 21, 2017)
    URL: lizenzpflichtig
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    Einführung in Machine Learning mit Python : Praxiswissen Data Science (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: German
    Pages: 1 online resource (1 volume) , illustrations
    Edition: 1. Auflage 2017.
    Keywords: Machine learning ; Python (Computer program language) ; Artificial intelligence ; Electronic books ; Electronic books ; local
    Abstract: Machine Learning ist zu einem wichtigen Bestandteil vieler kommerzieller Anwendungen und Forschungsprojekte geworden, von der medizinischen Diagnostik bis hin zur Suche nach Freunden in sozialen Netzwerken. Um Machine Learning-Anwendungen selbst zu entwickeln, braucht es keine großen Teams: Wenn Sie Python-Grundkenntnisse mitbringen, kann Ihnen dieses Praxisbuch zeigen, wie Sie Ihre eigenen Machine Learning-Lösungen entwickeln.Mit Python und der scikit-learn-Bibliothek erarbeiten Sie sich alle Schritte, die für eine erfolgreiche Machine Learning-Anwendung notwendig sind. Die Autoren Andreas Müller und Sarah Guido konzentrieren sich bei der Verwendung von Machine Learning-Algorithmen auf die Praxis und weniger auf die Mathematik dahinter. Wenn Sie zusätzlich mit den Bibliotheken NumPy und matplotlib vertraut sind, hilft Ihnen dies, noch mehr aus diesem Buch herauszuholen.
    Note: Includes index. - Description based on online resource; title from title page (viewed November 1, 2017)
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    Getting started with TensorFlow (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Machine learning ; Artificial intelligence ; Electronic books ; Electronic books ; local
    Abstract: This Lesson will answer your key questions about getting started with TensorFlow, a library for machine learning and working with deep neural networks. What you'll learn-and how you can apply it You'll learn the necessary basics to get starting using TensorFlow and will be able to follow TensorFlow tutorials. This lesson is for you because You've gained a technical understanding of TensorFlow basics and are ready to move to the next step of training a very large neural network. You want to learn the basics of TensorFlow, including installation, managing graphs, placeholders, and optimization. You have some programming experience and you eventually want to take your skills to the next level and train very large neural nets. You don't have much experience in deep learning libraries, hands-on with examples of code. Prerequisites: Understanding of gradient descent Programming experience (understanding of how to code in Python) Materials or downloads needed: Python TensorFlow (recommend latest version, code written and tested on v. 0.11)
    Note: "From Hands-on machine learning with Scikit-Learn and TensorFlow by Aurélien Géron"--Cover. - Date of publication from resource description page. - Description based on online resource; title from title page (Safari, viewed May 25, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491978757/?ar
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    Information management using Azure Data Factory : automate data transfer to run pipelines at scale (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 16 min., 51 sec.)) , digital, sound, color
    Keywords: SQL server ; Database management ; Application software ; Development ; Cloud computing ; Electronic videos ; local
    Abstract: "Azure Data Factory (ADF) is a component of Microsoft's Cortana Intelligence Suite. It is a cloud-based data movement service that allows you to prepare, analyze, publish, and monitor your data, and run pipelines on a specified schedule. In this video, you'll learn how to utilize all elements of the ADF to help you manage data at scale in the cloud and on premises. We'll cover how to set up your environment to transfer data between your on-premise server, the Azure data store, and your Azure Machine Learning models, and how to use visualizations that indicate the lineage and dependencies between your data pipelines. You'll also learn how to set up monitoring alerts so you can identify issues easily and quickly."--Resource description page.
    Note: Title from title screen (viewed August 21, 2017)
    URL: lizenzpflichtig
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    Microsoft Excel 2016 - Das Handbuch : Von den Grundlagen der Tabellenkalkulation bis zu PivotTable und Power Query inkl. Add-Ins und Makros (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: German
    Pages: 1 online resource (1 volume) , illustrations
    Edition: 1. Auflage 2017.
    Keywords: Microsoft Excel (Computer file) ; Handbooks, manuals, etc ; Electronic books ; Electronic books ; local
    Abstract: Sie möchten den Leistungsumfang von Excel 2016 voll nutzen und die Tabellenkalkulation wie ein Profi einsetzen? Mit fast 1000 Seiten und einem Autorenteam aus sieben hochkarätigen Excel-Experten bietet Ihnen dieses Handbuch umfangreiches Praxis-Know-how zu allen relevanten Excel-Themen: von einfachen Formeln und Diagrammen über komplexe Berechnungen bis hin zur VBA- und Makroprogrammierung und den neuen Business Intelligence-Tools.Anhand der online kostenlos zum Download bereitstehenden Beispieldateien können Sie Schritt für Schritt alle wichtigen Arbeitstechniken nachvollziehen. Mit Übersichten bekommen Sie schnell einen guten Überblick und Profitipps unterstützen Sie dabei, signifikant Zeit zu sparen.
    Note: Includes bibliographical references and index. - Description based on online resource; title from title page (viewed November 1, 2017)
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    Understanding support vector machines (2017)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Machine learning ; Artificial intelligence ; Electronic books ; Electronic books ; local
    Abstract: What you'll learn-and how you can apply it You'll learn the core concepts one of the most popular models in Machine Learning-support vector machines-how to use them, and how they work. Readers will gain an intuitive understanding of the mathematics involved in SVMs, including an introduction to using polynomial kernels. At the end of this Lesson, readers will be able to do binary classification for rather simple problems. This lesson is for you because You have some programming experience and you're ready to code a Machine Learning project. You want to classify attributes on small- to medium-sized datasets and possibly complex datasets. Prerequisites: Have some programming experience (know how to code in Python) Understanding of basic machine learning concepts (fitting a model to data) Materials or downloads needed: Python Scikit-Learn (code written and tested on v. 0.18)
    Note: "From Hands-on machine learning with Scikit-Learn and TensorFlow by Aurélien Géron"--Cover. - Date of publication from resource description page. - Description based on online resource; title from title page (Safari, viewed May 25, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491978733/?ar
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    Learning Swift (2016)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Keywords: iOS (Electronic resource) ; Mac OS ; Swift (Computer program language) ; Application software ; Development ; Electronic books ; Electronic books ; local
    Abstract: Get hands-on experience with Apple's Swift programming language by building real working apps. With this practical guide, skilled programmers with little or no knowledge of Apple development will learn how to code with Swift 2 by developing three complete, tightly linked versions of the Notes application for the OS X, iOS, and watchOS platforms.
    Note: Includes index. - Description based on online resource; title from title page (Safari, viewed May 6, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491940730/?ar
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    Efficient data processing with R (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: R (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: What you'll learn-and how you can apply it You'll learn to perform efficient data carpentry-the process of taking rough, raw, and to some extent randomly arranged input data and creating neatly organized and tidy data. Working with clean data will be beneficial for every subsequent stage of your R project. In this Lesson, readers will learn how to create user-friendly data frames with tibble, reshape data with tidyr operations such as gather and separate, process data efficiently with dplyr's functions, and connect R to a range of database types. This lesson is for you because You are working on a project in R and have reached the data processing stage. You want to clean, manipulate, and tidy your dataset to get it ready for the next stage (typically modeling and visualization). Prerequisites Some knowledge of R Materials or downloads needed in advance Installed RStudio This Lesson relies on a number of packages for data cleaning and processing. Check that they are installed on your computer and load them with: library("tibble") library("tidyr") library("stringr") library("readr") library("dplyr") library("data.table") RSQLite and ggmap are also used in a couple of examples, though they are not central to the Lesson's content.
    Note: Date of publication from resource description page. - "From Efficient R programming by Colin Gillespie & Robin Lovelace"--Cover. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed January 11, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491980736/?ar
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    Efficient R optimization (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: R (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: What you'll learn-and how you can apply it You'll learn how to optimize your tried and tested code. In this Lesson, learners will understand how to profile code to identify and prevent key bottlenecks in R performance, as well as tricks that may improve performance on row and column operations and matrices. This Lesson also presents an example of specific improvements that can be made to enhance performance of the movie_square() function. This lesson is for you because You already have well-developed code that is mature conceptually and has been tried and tested. Now, you want to optimize this code. Prerequisites: Some knowledge of R and have well-developed R code Materials or downloads needed: Installed RStudio Some examples in this Lesson require a working C++ compiler
    Note: Date of publication from resource description page. - "From Efficient R programming by Colin Gillespie & Robin Lovelace"--Cover. - Description based on online resource; title from title page (Safari, viewed January 11, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491979518/?ar
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    Working with Excel spreadsheets in Python (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Microsoft Excel (Computer file) ; Python (Computer program language) ; Electronic spreadsheets ; Electronic books ; Electronic books ; local
    Abstract: "Learn python for data analysis" is a constant refrain for those looking to develop their data analysis skills. But it's hard to apply beginning Python skills to your everyday work if the data you deal with is in Excel spreadsheets. This lesson gives you the ability to connect your new skills to the data you're already working with, and gives you a big step up on the Python learning curve. What you'll learn-and how you can apply it This lesson teaches you to ingest Excel spreadsheet files into Python scripts and begin to leverage Python's powerful analysis and automation tools, using both base Python and pandas. This lesson is for you because... You deal with data in spreadsheets as part of your job and are beginning to learn Python; this chapter gives you the ability to start applying your Python knowledge right away. Prerequisites Beginning Python knowledge Familiarity with Excel Materials or downloads needed in advance Python 3.x
    Note: Date of publication from resource description page. - "From Foundations for analytics with Python by Clinton W. Brownley"--Cover. - Description based on online resource; title from title page (Safari, viewed January 11, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491980026/?ar
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    Optimizing Cassandra performance (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume)
    Keywords: Distributed databases ; Database management ; Open source software ; Electronic books ; Electronic books ; local
    Abstract: In this lesson, we look at how to tune Cassandra to improve performance. There are a variety of settings in the configuration file and on individual tables. Although the default settings are appropriate for many use cases, there might be circumstances in which you need to change them. We'll look at how and why to make these changes. We also see how to use the cassandra-stress test tool that ships with Cassandra to generate load against Cassandra and quickly see how it behaves under stress test circumstances. We can then tune Cassandra appropriately and feel confident that we're ready to deploy to a production environment. What you'll learn-and how you can apply it You'll learn how to monitor and analyze Cassandra performance. You'll learn about Cassandra features such as caching, memtables, commit logs, SStables, hinted handoff, compaction, and threading to improve responsiveness, consistency, and speed and reduce data loss. We'll also look at timeout properties and JVM settings. This lesson is for you because... You are a developer, database administrator, or architect who wants to learn how to tune Cassandra. Prerequisites Understanding of Cassandra architecture and data model. If you want to run cassandra-stress Cassandra installed with a running Cassandra cluster. Materials or downloads needed A Cassandra cluster if you want to run cassandra-stress
    Note: Date of publication from resource description page. - "From Cassandra : the definitive guide, 2nd edition, by Jeff Carpenter & Eben Hewitt"--Cover. - Description based on online resource; title from title page (Safari, viewed January 11, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491979709/?ar
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    Lean UX : designing great products with Agile teams (2016)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: Second edition.
    Keywords: User-centered system design ; Agile software development ; Lean manufacturing ; Electronic books ; Electronic books ; local
    Abstract: Lean UX has become the preferred approach to interaction design, tailor-made for today's agile teams. In the second edition of this award winning book, leading advocates Jeff Gothelf and Josh Seiden expand on the valuable Lean UX principles, tactics, and techniques covered in the first edition to share how product teams can easily incorporate design, experimentation, iteration, and continuous learning from real users into their Agile process. Inspired by Lean and Agile development theories, Lean UX lets you focus on the actual experience being designed, rather than deliverables.
    Note: Includes index. - Description based on online resource; title from title page (Safari, viewed September 19, 2016)
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    Spring Data for Java developers : efficient data access for relational and NoSQL datastores (2016)
    [Place of publication not identified] : O'Reilly
    Details
    ISBN: 9781771375924
    Language: English
    Pages: 1 online resource (1 streaming video file (7 hr., 38 min., 15 sec.)) , digital, sound, color
    Keywords: Application software ; Development ; Java (Computer program language) ; Database management ; Electronic videos ; local
    Abstract: "In this Spring Data for Java Developers training course, expert author Kevin Bowersox will teach users how to persist data within applications to multiple datastores using Spring Data. This course is designed for users that are familiar with Java, Spring, and XML. You will start with an introduction to Spring Data, then jump into learning about Spring Data configuration. From there, Kevin will teach you about JPA repositories, derived queries, and additional query techniques such as named queries, paging results, and query method return types. This video tutorial also covers advanced JPA techniques, Spring MVC integration, and MongoDB. Finally, you will learn about Spring Data REST, including how to customize REST configuration, explore the REST API, and customize resource access. Once you have completed this computer based training course, you will have learned how to persist data within your applications to multiple datastores."--Resource description page.
    Note: Title from title screen (viewed April 1, 2016). - Date of publication from resource description page
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    Learning Apache Pig : explore, manipulate, and analyze big data in the Hadoop ecosystem (2016)
    [Place of publication not identified] : O'Reilly
    Details
    ISBN: 9781771375818
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 40 min., 47 sec.)) , digital, sound, color
    Keywords: Apache Pig (Electronic resource) ; Apache Hadoop ; Relational databases ; Database management ; Data warehousing ; Database design ; Electronic videos ; local
    Abstract: "In this Learning Apache Pig training course, expert author Tom Hanlon will teach you how to explore, manipulate, and analyze data stored on a Hadoop cluster. This course is designed for the absolute beginner, meaning no experience with Pig is required. You will start by learning how to use Pig, then jump into learning about Pig and HCatalog. From there, Tom will teach you about advanced Pig, including Pig scripts, parameters in Pig scripts, and Pig and Oozie. Finally, this video tutorial will teach you about Pig user defined functions and streaming."--Resource description page.
    Note: Title from title screen (viewed April 11, 2016). - Date of publication from resource description page
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    Up and running with Microsoft SQL server : learn to use MS SQL for storage, querying, reporting, and development (2016)
    [Place of publication not identified] : O'Reilly
    Details
    ISBN: 9781771375825
    Language: English
    Pages: 1 online resource (1 streaming video file (1hr., 2min., 9sec.)) , digital, sound, color
    Keywords: SQL server ; Information retrieval ; Database management ; SQL (Computer program language) ; Electronic videos ; local
    Abstract: "With Early Release video training, you get videos as they're being developed so you can take advantage of these technologies long before the official release of these titles. You'll also receive updates when significant changes are made, new chapters as they're edited, and the final video. In this Up and Running with Microsoft SQL Server training course, expert author Wes Higbee will teach you how to use Microsoft SQL for storage, querying, reporting, and development. This course is designed for the absolute beginner, meaning no previous Microsoft SQL experience is required. You will start by learning how to install and setup MS SQL, then jump into exploring AdventureWorks with SSMS. From there, Wes will teach you how to answer questions by querying a database, including inspecting dependencies and foreign keys, counting results from a query, and joining tables. This video tutorial also covers advanced querying to answer subtleties, reporting from a database, and creating databases. Finally, you will learn how to develop applications with MS SQL, including how to create a foreign key and query with Entity Framework. Once you have completed this computer based training course, you will have learned how to use MS SQL for storage, querying, reporting, and development. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from title screen (viewed December 22, 2015). - Date of publication from resource description page
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    Introduction to electronic health records (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Medical records ; Data processing ; Electronic books ; Electronic books ; local
    Abstract: This lesson gives a deep introduction to the structure of electronic health records (EHRs, sometimes called EMRs for electronic medical records). EHRs are are used to record and categorize medical complaints as well as medical diagnoses in a structured manner. It introduces: ICD (ICD-9 as well as ICD-10) system of recording diagnoses; the SNOMED-CT system of recording symptoms, diagnoses, procedures, and other medical information; the NDC system of drug codes; CVX vaccine codes; the RxNorm categorization of treatments; the LOINC schema of recording laboratory tests; and clinical quality measures (CQMs). What you'll learn-and how you can apply it You'll learn how medical data is recorded so that you can extract the information that you need to perform accurate analysis of medical data or build machine learning models that correctly represent the features of the real world. This lesson is for you because... You have experience with data analysis and modeling, but are new to working with medical data. Prerequisites Familiarity with data analysis. Materials or downloads needed None
    Note: Description based on online resource; title from title page (Safari, viewed January 10, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491979822/?ar
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    Improve the outcome of your data experiments with A-B testing : practical statistics for data science (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Mathematical statistics ; Sampling (Statistics) ; Electronic books ; Electronic books ; local
    Abstract: Data scientists are faced with the need to conduct continual experiments, particularly regarding user interface and product marketing. Designing experiments is a cornerstone of the practice of statistics, with clear application to data science. In this lesson, you'll learn about A-B testing and hypothesis , or significance tests -critical aspects of experimental design for data science. What you'll learn-and how you can apply it You will learn the central concepts of A-B testing, understand its role in designing and conducting data science experiments, and the characteristics of a proper A-B test. Through a series of sample tests, you'll learn how to interpret results, and apply that insight to your analysis of the data. Since A-B tests are typically constructed with a hypothesis in mind, you'll also learn how to conduct various hypothesis , or significance tests , enabling you to avoid misinterpreting randomness. This lesson is for you because You are a data scientist or analyst working with data, and want to gain beginner-level knowledge of key statistical concepts to improve the design, and outcome of your experimental tests with data. Prerequisites: Basic familiarity with coding in R Materials or downloads needed: n/a
    Note: "From Practical statistics for data scientists by Peter Bruce and Andrew Bruce"--Cover. - Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed February 16, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491978351/?ar
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    Building maintainable software : ten guidelines for future-proof code (2016)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: C# edition.
    Keywords: Computer software ; Development ; Computer software ; Quality control ; C# (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: Have you ever felt frustrated working with someone else's code? Difficult-to-maintain source code is a big problem in software development today, leading to costly delays and defects. Be part of the solution. With this practical book, you'll learn 10 easy-to-follow guidelines for delivering C# software that's easy to maintain and adapt. These guidelines have been derived from analyzing hundreds of real-world systems. Written by consultants from the Software Improvement Group (SIG), this book provides clear and concise explanations, with advice for turning the guidelines into practice.
    Note: Includes index. - Description based on online resource; title from title page (Safari, viewed June 24, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491967423/?ar
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    Fine-tuning CSS transitions with the transition-timing-function property (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Cascading style sheets ; Web sites ; Design ; Electronic books ; Electronic books ; local
    Abstract: CSS transitions are a great way to make your pages feel more interactive and dynamic. To control the pacing of those transitions, you need to use the transition-timing-function property. By using this property, you can specify easing rules with great granularity, so a transition can change speed as it's being executed. Why is it important? Default CSS transitions are linear and-let's face it-boring. You need the transition-timing-function property to customize your transitions and enhance how your design feels to end users. What you'll learn-and how you can apply it Understand the principles behind easing functions, and learn how to use the transition-timing-function property to employ different easing functions and customize their values. This lesson is for you because... You're a web designer or frontend developer who wants to make the most of your interactive page designs Prerequisites Basic familiarity with HTML and CSS Materials or downloads needed in advance None
    Note: Date of publication from resource description page. - "From Transitions and animations in CSS by Estelle Weyl"--Cover. - Description based on online resource; title from title page (Safari, viewed August 26, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491966297/?ar
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    Making classes support comparison operations in Python (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume)
    Keywords: Python (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: This lesson is a recipe from the Python Cookbook that explores being able to compare instances of your class using the standard comparison operators, but without having to write a lot of special methods, and avoiding the tedious task of creating implementations of every possible comparison operator. What you'll learn-and how you can apply it Learn how to use the functools.total_ordering decorator to simplify the comparison operator creation process. This lesson is for you because... You're an experienced Python programmer who wants to compare instances of your class using standard comparison operators without having to write a lot of special methods. Prerequisites Moderate experience with Python Materials or downloads needed None
    Note: Description based on online resource; title from cover (viewed February 20, 2017). - From Python cookbook, third edition, by Brian K. Jones and David Beazley. Cf. Cover. - Date of publication from resource description page
    URL: https://learning.oreilly.com/library/view/-/9781491965276/?ar
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    Data modeling with Cassandra (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Distributed databases ; Database management ; Open source software ; Electronic books ; Electronic books ; local
    Abstract: In this lesson, you'll learn how to design data models for Cassandra, including a data modeling process and notation. To apply this knowledge, we'll design the data model for a sample application. This will help show how all the parts fit together. Along the way, we'll use a tool to help us manage our CQL (Cassandra Query Language) scripts. What you'll learn-and how you can apply it You will learn common patterns and antipatterns for data modeling in Cassandra. This lesson will cover the concepts around data modeling and will compare a Cassandra data model with an equivalent relational database model. You'll learn about defining queries and about logical and physical database modeling. You'll learn how to optimize your model for performance, and finally you'll learn how to implement your model schema using CQL. This lesson is for you because... You are an application developer or architect who wants to learn how data is stored and processed in Cassandra. You are a database administrator who wants to learn about Cassandra. Prerequisites Helpful but not essential to have a basic understanding of relational vs. distributed databases. Helpful but not essential to understand Cassandra Query Language, CQL. Materials or downloads needed in advance None
    Note: Date of publication from resource description page. - "From Cassandra : the definitive guide, 2nd edition, by Jeff Carpenter & Eben Hewitt"--Cover. - Description based on online resource; title from title page (Safari, viewed January 11, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491979723/?ar
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    Improve your data quality using sampling distribution : practical statistics for data science (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Mathematical statistics ; Sampling (Statistics) ; Electronic books ; Electronic books ; local
    Abstract: Statistical methods are central to the techniques involved in capturing value from data. While there are many resources that teach basic statistics, it's not as common to find statistics approached through a data science perspective. In this lesson, you'll learn about key statistical concepts-sampling distribution and variability, bootstrapping, and confidence intervals-as they relate directly to data science. What you'll learn-and how you can apply it You'll learn how sampling distribution and sampling variability impact the results of statistical and machine learning models and impact your data quality. You'll also learn the bootstrap procedure-an easy and effective way to estimate the sampling distribution of a statistic, or of model parameters. Discover how to utilize confidence intervals-a method to express the potential error in a sample estimate, and present your estimates as an interval range, to communicate the potential error in an estimate, and learn whether you need a larger sample of data. This lesson is for you because: You're a data scientist or analyst working with data, and want to gain beginner-level knowledge of key statistical concepts to improve your data models and data quality. Prerequisites: Basic familiarity with coding in R Materials or downloads needed: None
    Note: "From Practical statistics for data scientists by Peter Bruce and Andrew Bruce"--Cover. - Date of publication from resource description page. - Includes bibliographical references. - Description based on online resource; title from title page (Safari, viewed February 16, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491978337/?ar
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    Interaction design for tangible interfaces (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Computer interfaces ; Electronic books ; Electronic books ; local
    Abstract: How does the role of interaction designer change when we're working with smart, potentially shape-shifting, objects? If we look at trends in technology, especially related to tangible computing-where physical objects are interfaced with computers-they point to a future in which interactions with digital information come out from behind glass to become things we can literally grasp. What you'll learn-and how you can apply it In this lesson, you'll learn about tangible interfaces, the near-future tech that will make them possible, as well as timeless design principles for taking on this new interaction paradigm. This lesson is for you because... You're an industrial or user experience designer interested in expanding your skillset to include interaction design for new, tangible interfaces. You're a technologist and you want to learn about interaction design for interfaces that move beyond the screen. Prerequisites None Materials or downloads needed None This Lesson is taken from Designing for Emerging Technologies by Jonathan Follett.
    Note: Date of publication from resource description page (Safari, viewed October 18, 2016). - Excerpt from: Designing for emerging technologies : UX for genomics, robotics, and the Internet of things / edited by Jonathan Follett. Sebastopol, CA : O'Reilly, 2014. - Includes bibliographical references. - Description based on online resource; title from title page (viewed October 18, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491975572/?ar
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    Hello, TensorFlow! : building and training your first TensorFlow graph from the ground up (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: TensorFlow (Electronic resource) ; Machine learning ; Artificial intelligence ; Electronic books ; Electronic books ; local
    Abstract: Building and training your first TensorFlow graph from the ground up.
    Note: Date of publication from resource description page (Safari, viewed August 24, 2016). - Description based on online resource; title from cover (Safari, viewed August 24, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491971628/?ar
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    Introduction to Apache Phoenix : a practical guide to transitioning from SQL systems to Big Data NoSQL (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 43 min., 40 sec.)) , digital, sound, color
    Keywords: Apache Phoenix ; Non-relational databases ; Database management ; SQL (Computer program language) ; Databases ; Development ; Databases ; Design ; Electronic videos ; local
    Abstract: "This is a beginner level class for data analysts with RDBMS backgrounds looking to learn more about Big Data NoSQL solutions and the available SQL layers for Big Data. The course begins with a review of the performance characteristics of SQL systems vs. NoSQL systems, so you'll know how to structure data to get maximum performance from NoSQL solutions. It then moves into a detailed tutorial on how to use Apache Phoenix, the easy-to-use SQL "skin" layer for NoSQL HBase."--Resource description page.
    Note: Title from title screen (viewed October 4, 2016). - Date of release from resource description page (Safari, viewed October 4, 2016)
    URL: lizenzpflichtig
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    Working with the DOM (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: JavaScript (Computer program language) ; Document Object Model (Web site development technology) ; Programming languages (Electronic computers) ; Electronic books ; Electronic books ; local
    Abstract: The Document Object Model is the tree-like data structure that represents a web browser's model of a web page. This lesson introduces the DOM, some DOM-specific terminology, and shows you how to use JavaScript to query, manipulate, and create DOM elements. Why is it important? Any use of JavaScript to manipulate pages requires understanding the DOM and the techniques available to accomplish common tasks, such as selecting specific elements or modifying the content of elements. What you'll learn-and how you can apply it Learn what the Document Object Model is and how to use JavaScript to select, manipulate, and create DOM elements. This lesson is for you because... You're a web designer or new frontend developer who needs to understand how to manipulate web pages dynamically with JavaScript Prerequisites Basic familiarity with HTML and JavaScript Materials or downloads needed in advance None
    Note: Date of publication from resource description page. - From Learning JavaScript, third edition, by Ethan Brown. Cf. Cover. - Description based on online resource; title from title page (Safari, viewed March 10, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491966358/?ar
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    Learning Unix for OS X (2016)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: Second edition.
    Keywords: UNIX (Computer file) ; Mac OS ; Operating systems (Computers) ; Electronic books ; Electronic books ; local
    Abstract: Think your Mac is powerful now? Author Dave Taylor shows you how to get much more from your system by tapping into Unix, the robust operating system concealed beneath OS X's beautiful user interface. Apple's latest OS, El Capitan, puts more than a thousand Unix commands at your fingertips-for finding and managing files, remotely accessing your Mac from other computers, and using a variety of freely downloadable open source applications. Take a friendly tour of the Unix command line and 50 of the most useful utilities, and quickly learn how to gain real control over your Mac.
    Note: "Covers El Capitan"--Cover. - Includes index. - Description based on online resource; title from title page (Safari, viewed February 5, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491939970/?ar
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    The hitchhiker's guide to Python : best practices for development (2016)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Python (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: The Hitchhiker's Guide to Python takes the journeyman Pythonista to true expertise. More than any other language, Python was created with the philosophy of simplicity and parsimony. Now 25 years old, Python has become the primary or secondary language (after SQL) for many business users. With popularity comes diversity-and possibly dilution. This guide, collaboratively written by over a hundred members of the Python community, describes best practices currently used by package and application developers. Unlike other books for this audience, The Hitchhiker's Guide is light on reusable code and heavier on design philosophy, directing the reader to excellent sources that already exist.
    Note: Includes index. - Description based on online resource; title from title page (Safari, viewed September 16, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491933213/?ar
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    Optimized C++ (2016)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Keywords: C++ (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: In today's fast and competitive world, a program's performance is just as important to customers as the features it provides. This practical guide teaches developers performance-tuning principles that enable optimization in C++. You'll learn how to make code that already embodies best practices of C++ design run faster and consume fewer resources on any computer-whether it's a watch, phone, workstation, supercomputer, or globe-spanning network of servers.
    Note: Includes index. - Description based on online resource; title from title page (Safari, viewed May 6, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491922057/?ar
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    Writing code for R packages (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: R (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: R packages are a great way to share and create code that you and others can use over and over again. Why is it important? Developing R code for inclusion in a package is different than simply writing R scripts. What you'll learn-and how you can apply it Learn best practices for writing R code for packages: organizing your functions, code style recommendations, understanding and planning for how code will be run. Plan for the "unknowns" once you release a package to the world. Also includes hints for submitting a package to CRAN. This lesson is for you because... You're an R developer and need to package code so that others can reuse it You want to prepare a package to submit to CRAN Prerequisites Some familiarity with the R language Materials or downloads needed in advance Install R Install RStudio This lesson is taken from R Packages by Hadley Wickham.
    Note: Date of publication from resource description page. - "From R packages by Hadley Wickham"--Cover. - Description based on online resource; title from title page (Safari, viewed January 11, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491965290/?ar
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    Designing interconnected (IoT) environments (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Internet of things ; Architectural design ; Electronic books ; Electronic books ; local
    Abstract: We spend 90 percent of our lives indoors, in increasingly interconnected environments. Internet-enabled devices creep into the spaces we inhabit, and these devices report back on spatial conditions such as light, radiation, air quality and temperature, count the number of people stopping at retail displays minute by minute, detect intruders and security breaches, monitor locations and track characteristics of equipment and supply chain elements, enable us to open locked doors remotely using our mobile devices, and pass terabytes of data to backend systems that analyze, report, and modify the environments we occupy. What you'll learn-and how you can apply it In this lesson you'll learn about new models of convergence, changing definitions of space, and a framework for designing interconnected environments as we consider the repercussions of the IoT and architecture as interface. This lesson is for you because... You're an industrial or user experience designer interested in expanding your skillset to include the basics of interaction design for connected environments for the IoT. You're a technologist and you want to learn about interaction design for connected environments and the IoT as it pertains to future scenarios for your products. Prerequisites None Materials or downloads needed None This Lesson is taken from Designing for Emerging Technologies by Jonathan Follett.
    Note: Date of publication from resource description page (Safari, viewed October 18, 2016). - Excerpt from: Designing for emerging technologies : UX for genomics, robotics, and the Internet of things / edited by Jonathan Follett. Sebastopol, CA : O'Reilly, 2014. - Includes bibliographical references. - Description based on online resource; title from title page (viewed October 18, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491975558/?ar
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    Frontend architecture for design systems : a modern blueprint for scalable and sustainable websites (2016)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Keywords: Web sites ; Design ; Web site development ; Electronic books ; Electronic books ; local
    Abstract: Imagine what a large-scale web project would look like if frontend development were not treated as an add-on, but as an equal partner with backend development and content strategy. This practical book takes experienced web developers through the new discipline of frontend architecture, including the latest tools, standards, and best practices that have elevated frontend web development to an entirely new level.
    Note: Includes index. - Description based on online resource; title from title page (Safari, viewed February 5, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491926772/?ar
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    Designing for collaborative robotics (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Robotics ; Electronic books ; Electronic books ; local
    Abstract: New technology is enabling robots to be safer, cheaper, and to work in a wider variety of environments performing new tasks. Robots are starting to work side by side with people-helping doctors, police, fireman, farmers, factory workers, disabled patients, soldiers, cleaners, and warehouse employees. This presents profound new challenges for interaction, emotion, culture, and technology frameworks. Robots can only collaborate with us if they are designed for that purpose with safety, communication, and responsiveness in mind. What you'll learn-and how you can apply it In this lesson you'll learn how to design safety systems for robots, interaction design for human-robot collaboration, testing designs by using robotics platforms, and considerations for future challenges in the design of these robots. This lesson is for you because... You're an industrial or user experience designer interested in expanding your skillset to include interaction design for collaborative robotics. You're a technologist and you want to learn about interaction design for collaborative robotics as it pertains to future scenarios for your products. Prerequisites None Materials or downloads needed None This Lesson is taken from Designing for Emerging Technologies by Jonathan Follett.
    Note: Date of publication from resource description page (Safari, viewed October 18, 2016). - Excerpt from: Designing for emerging technologies : UX for genomics, robotics, and the Internet of things / edited by Jonathan Follett. Sebastopol, CA : O'Reilly, 2014. - Includes bibliographical references. - Description based on online resource; title from title page (viewed October 18, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491975534/?ar
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    Build your own Alexa skill (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Streaming technology (Telecommunications) ; Streaming video ; Streaming audio ; Wireless communication systems ; Electronic books ; Electronic books ; local
    Abstract: Amazon's Echo assistant has not only opened up a world of new interactions for their customers, it has opened up a whole host of technologies for programmers to explore. From Amazon's Alexa SDK to AWS Lambda, the tools for building voice experiences are challenging, but also a joy to use once you've gotten past the initial hurdles. What you'll learn-and how you can apply it You'll learn how to create an Amazon Alexa skill. You'll see how to set up and configure the voice interactions and how to create an AWS Lambda function that handles the requests and responses that users initiate. Prerequisites Be comfortable using your computer's terminal or command prompt and know how to create and edit plain text files Install Node.js (version 5 or later) and update npm using these instructions You'll need an AWS account; the free tier is sufficient for this lesson You'll need to register as a developer in Amazon's developer portal
    Note: Publisher from cover (viewed October 3, 2016). - Description based on online resource; title from title page (viewed October 3, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491974667/?ar
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    Mastering Apache Sqoop : a hands-on guide to transferring data between Hadoop and relational databases (2016)
    [Place of publication not identified] : O'Reilly
    Details
    ISBN: 9781771374774
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 27 min., 41 sec.)) , digital, sound, color
    Keywords: Apache Hadoop ; Relational databases ; Database management ; Data warehousing ; Database design ; Electronic videos ; local
    Abstract: "In this Mastering Apache Sqoop training course, expert author David Yahalom teaches you everything you need to know about Apache Sqoop. This course is designed for the absolute beginner, meaning no previous experience with Sqoop is required. You will start by learning what Sqoop is used for, including data analysis, data archival, and data consolidation. From there, David will teach you how to import data to Hadoop from a relational database. This video tutorial also covers how to export data from Hadoop to a relational database. Finally, you will cover advanced Sqoop topics. Once you have completed this computer based training course, you will have learned everything you need to know about Apache Sqoop."--Resource description page.
    Note: Title from title screen (viewed January 22, 2016). - Date of publication from resource description page
    URL: lizenzpflichtig
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    Giving your users a light identity in your experience (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Online social networks ; Web sites ; Design ; User interfaces (Computer systems) ; Design ; Human-computer interaction ; Electronic books ; Electronic books ; local
    Abstract: A requirement of having people integrated into a social experience is the ability to identify who is there and to have a level of accountability for the contributions they make within the system. Understanding who people are within a system need not be heavy-handed and can be lightly integrated with a few simple components. What you'll learn-and how you can apply it In this lesson you will learn the basic model of an identity system and become familiar with a few components that express identity that can easily be applied, allowing users to have their contributions attributed and for others to know who contributed. Prerequisites Should be looking to create or enhance a product with a social layer. Interested in allowing users to identify each other and to provide attribution to the contributions within an experience. Materials or downloads needed None This Lesson is taken from Designing Social Interfaces , 2nd Edition, by Erin Malone and Christian Crumlish.
    Note: Date of publication from resource description page (Safari, viewed January 13, 2017). - "From Designing social interfaces, 2e by Christian Crumlish & Erin Malone"--Cover. - Description based on online resource; title from title page (viewed January 13, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491975725/?ar
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    Determining the right model for your experience (2016)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Online social networks ; Web sites ; Design ; User interfaces (Computer systems) ; Design ; Human-computer interaction ; Electronic books ; Electronic books ; local
    Abstract: Inherent in creating a social layer into your experience is some form of relationships between people. There are different models, each of which create different kinds of social interactions and outcomes within an experience. What you'll learn-and how you can apply it This lesson reviews the different types of relationship models and shows you how to assess your specific goals to determine which model might be the right fit for your product or needs and what supporting tools are appropriate to create a rich relationship framework. Prerequisites You want to create or enhance a product with a social layer. This Lesson is taken from Designing Social Interfaces , 2nd Edition, by Erin Malone and Christian Crumlish.
    Note: Date of publication from resource description page (Safari, viewed January 13, 2017). - "From Designing social interfaces, 2e by Christian Crumlish & Erin Malone"--Cover. - Includes bibliographical references. - Description based on online resource; title from title page (viewed January 13, 2017)
    URL: https://learning.oreilly.com/library/view/-/9781491975688/?ar
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    Going GAS : from VBA to Google Apps Script (2016)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Keywords: Google Apps ; Google Docs ; Scripting languages (Computer science) ; Application software ; Development ; Electronic books ; Electronic books ; local
    Abstract: Whether you're moving from Microsoft Office to Google Docs or simply want to learn how to automate Docs with Google Apps Script, this practical guide shows you by example how to work with each of the major Apps Script services. The book introduces JavaScript basics for experienced developers unfamiliar with the language, and demonstrates ways to build real-world apps using all of the Apps Script services previously covered.
    Note: Includes bibliographical references and index. - Description based on online resource; title from title page (Safari, viewed February 25, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491940457/?ar
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    Building isomorphic JavaScript apps : from concept to implementation to real-world solutions (2016)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: JavaScript (Computer program language) ; Application software ; Development ; Electronic books ; Electronic books ; local
    Abstract: Isomorphic JavaScript, often described as the holy grail of web application development, refers to running JavaScript code on both the browser client and web application server. This application architecture has become increasingly popular for the benefits of SEO, optimized page load and full control of the UI, and isomorphic libraries are being used at companies like Walmart, Airbnb, Facebook, and Netflix. With this practical book, authors Jason Strimpel and Maxime Najim provide the knowledge you need to build and maintain your own isomorphic JavaScript apps.
    Note: Includes index. - Description based on online resource; title from title page (Safari, viewed September 16, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491932926/?ar
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    Working with Elasticsearch : search, aggregate, analyze, and scale large volume datastores (2015)
    [Place of publication not identified] : O'Reilly
    Details
    ISBN: 9781771374958
    Language: English
    Pages: 1 online resource (1 streaming video file (2 hr., 42 min., 48 sec.)) , digital, sound, color
    Keywords: Database management ; Electronic data processing ; Electronic videos ; local
    Abstract: "In this Working with Elasticsearch training course, expert author Radu Gheorghe will teach you how to search, aggregate, analyze, and scale large volume datastores. This course is designed for users that already have a familiarity with the use of a UNIX-like terminal. You will start by learning how to install and configure Elasticsearch, then jump into learning how to run searches and aggregations. From there, Radu will teach you about data structure, queries and relevance, and aggregations. This video tutorial also covers document relationships and performance and scaling. Finally, you will learn about monitoring and administration, including how to tune your cluster for stability and monitor Elasticsearch logs and metrics. Once you have completed this computer based training course, you will have gained the knowledge necessary to be able to search, aggregate, analyze, and scale large volume datastores with Elasticsearch. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from title screen (viewed November 24, 2015). - Date of publication from resource description page
    URL: lizenzpflichtig
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    Microsoft Azure data storage for developers : cloud-based provisioning, storage, and data retrieval with Java and Linux (2015)
    [Place of publication not identified] : O'Reilly
    Details
    ISBN: 9781771374972
    Language: English
    Pages: 1 online resource (1 streaming video file (8 hr., 10 min., 34 sec.)) , digital, sound, color
    Keywords: Microsoft Azure SQL Database ; Database management ; Information retrieval ; Electronic videos ; local
    Abstract: "In this Microsoft Azure Data Storage for Developers training course, expert author Bruno Terkaly covers everything you need to know about data storage with Microsoft Azure. This course is designed for users that have some basic working knowledge of Java. You will start by learning about how to get an Azure subscription and configure your environment. From there, Bruno will teach you about Azure storage and Azure blobs, including how to perform CRUD operations on blobs. This video tutorial also covers Azure queues and tables and relational storage, including connecting to MySQL from Java, connecting to Azure SQL database from Java, and PostgreSQL. Finally, you will cover NoSQL storage, including connecting to DocumentDB from Java, provisioning MongoDB databases, and using Redis Cache from Java. Once you have completed this computer based training course, you will have learned everything you need to know about data storage with Microsoft Azure. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from title screen (viewed December 22, 2015). - Date of publication from resource description page
    URL: lizenzpflichtig
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    Innovation : discovering processes for bringing new products to market (2015)
    [Place of publication not identified] : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Technological innovations ; New products ; Electronic books ; Electronic books ; local
    Abstract: Innovation is inherently disruptive when it comes to new products and services, especially for companies forced to react to developments like Google and the iPhone. In this O'Reilly report, Mike Barlow investigates how startups and large companies alike are looking to keep up with the pace of technological innovation today. Disruptive innovation doesn't always involve a new product or service. Creating new a business model or new market for an existing product can have the same effect. A couple of years ago, a small platform-as-a-service company repurposed an internal project as a virtual shipping container called Docker-a classic "pivot" story. With this report, you'll explore the different challenges and opportunities faced by startups and mature companies during the innovation process. The stakes are high. Many tech giants that dominated the scene 25 years ago, such as Wang Laboratories and the Digital Electronics Corporation, have since been disrupted out of existence by sharper, faster, bigger, or more agile rivals. Mike Barlow is an award-winning journalist, author, and communications strategy consultant. Since launching his own firm, Cumulus Partners, he has represented major organizations in a number of industries.
    Note: Date of publication from resource description page (Safari, viewed October 18, 2016). - Description based on online resource; title from title page (viewed October 18, 2016)
    URL: https://learning.oreilly.com/library/view/-/9781491975626/?ar
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    Thinking in promises : designing systems for cooperation (2015)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Keywords: Technology ; Social aspects ; Promises ; Information technology ; Electronic books ; Electronic books ; local
    Abstract: Imagine a set of simple principles that could help you to understand how parts combine to become a whole, and how each part sees the whole from its own perspective. If such principles were any good, it shouldn't matter whether we're talking about humans on a team, birds in a flock, computers in a datacenter, or cogs in a Swiss watch. A theory of cooperation ought to be pretty universal, so we should be able to apply it both to technology and to the workplace. Such principles are the subject of Promise Theory, and the focus of this insightful book. The goal of Promise Theory is to reveal the behavior of a whole from the sum of its parts, taking the viewpoint of the parts rather than the whole. In other words, it is a bottom-up, constructionist view of the world. Start Thinking in Promises and find out why this discipline works for documenting system behaviors from the bottom-up.
    Note: Includes index. - Description based on online resource; title from cover page (Safari, viewed July 9, 2015)
    URL: https://learning.oreilly.com/library/view/-/9781491917862/?ar
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    CSS (2015)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: 4th edition.
    Series Statement: The missing manual
    Keywords: Cascading style sheets ; HTML (Document markup language) ; Electronic books ; Electronic books ; local
    Abstract: CSS lets you create professional-looking websites, but learning its finer points can be tricky-even for seasoned web developers. This fully updated edition provides the most modern and effective tips, tricks, and tutorial-based instruction on CSS available today. Learn how to use new tools such as Flexbox and Sass to build web pages that look great and run fast on any desktop or mobile device. Ideal for casual and experienced designers alike. The important stuff you need to know: Start with the basics. Write CSS-friendly HTML, including the HTML5 tags recognized by today's browsers. Design for mobile devices. Create web pages that look great when visitors use them on the go. Make your pages work for you. Add animations that capture the imagination, and forms that get the job done. Take control of page layouts. Use professional design techniques such as floats and positioning. Make your layouts more flexible. Design websites with Flexbox that adjust to different devices and screen sizes. Work more efficiently. Write less CSS code and work with smaller files, using Syntactically Awesome Stylesheets (Sass).
    Note: Description based on online resource; title from title page (Safari, viewed August 25, 2015)
    URL: lizenzpflichtig
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    Docker : up and running (2015)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Keywords: Open source software ; Application software ; Development ; Automation ; Virtual computer systems ; Computer software ; Development ; Linux device drivers (Computer programs) ; Electronic books ; Electronic books ; local
    Abstract: Updated to cover Docker version 1.10 Docker is quickly changing the way that organizations are deploying software at scale. But understanding how Linux containers fit into your workflow-and getting the integration details right-are not trivial tasks. With this practical guide, you'll learn how to use Docker to package your applications with all of their dependencies, and then test, ship, scale, and support your containers in production. Two Lead Site Reliability Engineers at New Relic share much of what they have learned from using Docker in production since shortly after its initial release. Their goal is to help you reap the benefits of this technology while avoiding the many setbacks they experienced. Learn how Docker simplifies dependency management and deployment workflow for your applications Start working with Docker images, containers, and command line tools Use practical techniques to deploy and test Docker-based Linux containers in production Debug containers by understanding their composition and internal processes Deploy production containers at scale inside your data center or cloud environment Explore advanced Docker topics, including deployment tools, networking, orchestration, security, and configuration
    Note: "Shipping reliable containers in production."--Cover. - Includes index. - Description based on online resource; title from title page (Safari, viewed June 17, 2015)
    URL: https://learning.oreilly.com/library/view/-/9781491917565/?ar
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    Hadoop application architectures : designing real world big data applications (2015)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Keywords: Apache Hadoop ; Computer architecture ; Big data ; Electronic books ; Electronic books ; local
    Abstract: Get expert guidance on architecting end-to-end data management solutions with Apache Hadoop. While many sources explain how to use various components in the Hadoop ecosystem, this practical book takes you through architectural considerations necessary to tie those components together into a complete tailored application, based on your particular use case.
    Note: Includes index. - Description based on online resource; title from cover (Safari, viewed July 17, 2015)
    URL: https://learning.oreilly.com/library/view/-/9781491910313/?ar
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  • 91
    Online Resource
    Online Resource
    BioBuilder : synthetic biology in the lab (2015)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Parallel Title: Erscheint auch als
    Keywords: Synthetic biology ; Laboratory manuals ; Biotechnology projects ; Laboratory manuals ; Bioengineering ; Laboratory manuals ; Electronic books ; Electronic books ; local
    Abstract: Today's synthetic biologists are in the early stages of engineering living cells to help treat diseases, sense toxic compounds in the environment, and produce valuable drugs. With this manual, you can be part of it. Based on the BioBuilder curriculum, this valuable book provides open-access, modular, hands-on lessons in synthetic biology for secondary and post-secondary classrooms and laboratories. It also serves as an introduction to the field for science and engineering enthusiasts. Developed at MIT in collaboration with award-winning high school teachers, BioBuilder teaches the foundational ideas of the emerging synthetic biology field, as well as key aspects of biological engineering that researchers are exploring in labs throughout the world. These lessons will empower teachers and students to explore and be part of solving persistent real-world challenges.
    Note: Includes index. - Description based on print version record
    URL: https://learning.oreilly.com/library/view/-/9781491907504/?ar
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  • 92
    Online Resource
    Online Resource
    Developing Web components : from jQuery to Polymer (2015)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Parallel Title: Erscheint auch als
    Keywords: Internet programming ; Web applications ; JavaScript (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: Although web components are still on the bleeding edge-barely supported in modern browsers-the technology is also moving extremely fast. This practical guide gets you up to speed on the concepts underlying W3C's emerging standard and shows you how to build custom, reusable HTML5 Web Components.
    Note: Includes index. - Description based on print version record
    URL: https://learning.oreilly.com/library/view/-/9781491905685/?ar
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  • 93
    Online Resource
    Online Resource
    Elasticsearch the definitive guide : a distributed real-time search and analytics engine (2015)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Keywords: Search engines ; Application software ; Development ; Web sites ; Design ; Web site development ; Client/server computing ; Electronic books ; Electronic books ; local
    Abstract: Whether you need full-text search or real-time analytics of structured data-or both-the Elasticsearch distributed search engine is an ideal way to put your data to work. This practical guide not only shows you how to search, analyze, and explore data with Elasticsearch, but also helps you deal with the complexities of human language, geolocation, and relationships.
    Note: Description based on online resource; title from cover (Safari, viewed January 30, 2015)
    URL: https://learning.oreilly.com/library/view/-/9781449358532/?ar
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  • 94
    Online Resource
    Online Resource
    Introduction to Apache Hive : quickly create and query large datasets with SQL in Hadoop (2015)
    [Place of publication not identified] : O'Reilly
    Details
    ISBN: 9781771374804
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 42 min., 52 sec.)) , digital, sound, color
    Keywords: Apache Hadoop ; Database management ; SQL (Computer program language) ; Databases ; Development ; Databases ; Design ; Electronic videos ; local
    Abstract: "In this Introduction to Apache Hive training course, expert author Tom Hanlon will teach you how to create and query large datasets in Hadoop. This course is designed for the absolute beginner, meaning no experience with SQL or Hadoop is required. You will start by learning how to connect to Hive, then jump into learning how to create tables and load data. From there, Tom will teach you how to manipulate tables with HiveQL, including how to insert data into a Hive table using HiveQL. This video tutorial also covers how to create views and partitions and transform data with custom scripts. Finally, you will learn about Hive execution engines, such as Map Reduce, Tez, and Spark. Once you have completed this computer based training course, you will have learned how to create tables and load data in Hive, execute SQL queries, use user defined functions, and transform scripts."--Resource description page.
    Note: Title from title screen (viewed November 4, 2015). - Date of publication from resource description page
    URL: lizenzpflichtig
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  • 95
    Online Resource
    Online Resource
    Photos for Mac and iOS (2015)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations.
    Series Statement: The missing manual
    Keywords: Photography ; Digital techniques ; Handbooks, manuals, etc ; Image processing ; Digital techniques ; Handbooks, manuals, etc ; Photograph albums ; Data processing ; Handbooks, manuals, etc ; Macintosh (Computer) ; Handbooks, manuals, etc ; Electronic books ; Electronic books ; local
    Abstract: Apple's new Photos app lets you do a whole lot more than simply store and edit pictures and videos on a Mac or iOS device. With this comprehensive guide, you'll learn how to import, organize, and share your digital memories, as well as how to improve, print, and use your photos in creative projects. With Lesa Snider's step-by-step instructions and expert advice, you'll master Photos and tame your image library-and have fun along the way! The important stuff you need to know: Migrate from iPhoto. Learn how to make a quick and smooth transition. Organize your collection with ease. Master the many ways to import, group, and categorize images-and set up iCloud Family Sharing. Find your photos quickly. Employ Photos' powerful labeling, keyword and facial recognition features to optimize searches. Sharpen your editing skills. Skillfully use Photos' impressive image- and video-editing tools on your Mac or iOS device. Access photos anywhere. Sync your library to all of your Apple devices so your photos travel with you wherever you go. Share them online. Show your shots to everyone on your list by using shared albums, creating web galleries, posting them on Facebook, and more. Dive into creative projects. Build pro-level slideshows to share with others, and create gorgeous gift books, calendars, and cards.
    Note: Includes index. - "The book that should have been in the box"--Cover. - Description based on online resource; title from cover (Safari, viewed July 30, 2015)
    URL: lizenzpflichtig
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  • 96
    Online Resource
    Online Resource
    The hardware startup : building your product, business, and brand (2015)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Keywords: Computer engineering ; Computers ; Marketing ; Electronic apparatus and appliances ; Design and construction ; Electronic apparatus and appliances ; Marketing ; Electronic books ; Electronic books ; local
    Abstract: Thanks to the decreasing cost of prototyping, it's more feasible for professional makers and first-time entrepreneurs to launch a hardware startup. But exactly how do you go about it? This book provides the roadmap and best practices you need for turning a product idea into a full-fledged business. Written by three experts from the field, The Hardware Startup takes you from idea validation to launch, complete with practical strategies for funding, market research, branding, prototyping, manufacturing, and distribution. Two dozen case studies of real-world startups illustrate possible successes and failures at every stage of the process. Validate your idea by learning the needs of potential users Develop branding, marketing, and sales strategies early on Form relationships with the right investment partners Prototype early and often to ensure you're on the right path Understand processes and pitfalls of manufacturing at scale Jumpstart your business with the help of an accelerator Learn strategies for pricing, marketing, and distribution Be aware of the legal issues your new company may face
    Note: Includes index. - Description based on online resource; title from cover (Safari, viewed June 2, 2015)
    URL: lizenzpflichtig
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  • 97
    Online Resource
    Online Resource
    Accumulo : application development, table design, and best practices (2015)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Keywords: Apache Accumulo ; Application software ; Development ; Distributed databases ; Table manipulation (Computer science) ; Electronic books ; Electronic books ; local
    Abstract: Get up to speed on Apache Accumulo, the flexible, high-performance key/value store created by the National Security Agency (NSA) and based on Google's BigTable data storage system. Written by former NSA team members, this comprehensive tutorial and reference covers Accumulo architecture, application development, table design, and cell-level security. With clear information on system administration, performance tuning, and best practices, this book is ideal for developers seeking to write Accumulo applications, administrators charged with installing and maintaining Accumulo, and other professionals interested in what Accumulo has to offer. You will find everything you need to use this system fully.
    Note: Includes index. - Description based on online resource; title from title page (Safari, viewed July 22, 2015)
    URL: https://learning.oreilly.com/library/view/-/9781491947098/?ar
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  • 98
    Online Resource
    Online Resource
    Programming Google App Engine with Java : build & run scalable Java applications on Google's infrastructure (2015)
    Sebastopol, CA : O'Reilly
    Details
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Edition: First edition.
    Keywords: Google Apps ; Application software ; Development ; Web site development ; Computer programs ; Java (Computer program language) ; Electronic books ; Electronic books ; local
    Abstract: This practical guide shows intermediate and advanced web and mobile app developers how to build highly scalable Java applications in the cloud with Google App Engine. The flagship of Google's Cloud Platform, App Engine hosts your app on infrastructure that grows automatically with your traffic, minimizing up-front costs and accommodating unexpected visitors. You'll learn hands-on how to perform common development tasks with App Engine services and development tools, including deployment and maintenance. For Java applications, App Engine provides a J2EE standard servlet container with a complete Java 7 JVM and standard library. Because App Engine supports common Java API standards, your code stays clean and portable.
    Note: Includes index. - Description based on online resource; title from cover (Safari, viewed July 17, 2015)
    URL: https://learning.oreilly.com/library/view/-/9781491900192/?ar
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  • 99
    Online Resource
    Online Resource
    Bioinformatics data skills : reproducible and robust research with open source tools (2015)
    Sebastopol, CA : O'Reilly
    Details
    ISBN: 9781449367510
    Language: English
    Pages: 1 online resource (1 volume)
    Edition: First edition.
    Keywords: Bioinformatics ; Open source software ; Electronic books ; Electronic books ; local
    Abstract: Learn the data skills necessary for turning large sequencing datasets into reproducible and robust biological findings. With this practical guide, you'll learn how to use freely available open source tools to extract meaning from large complex biological data sets. At no other point in human history has our ability to understand life's complexities been so dependent on our skills to work with and analyze data. This intermediate-level book teaches the general computational and data skills you need to analyze biological data. If you have experience with a scripting language like Python, you're ready to get started.
    Note: Includes bibliographical references and index. - Description based on online resource; title from cover (Safari, viewed July 16, 2015)
    URL: https://learning.oreilly.com/library/view/-/9781449367480/?ar
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  • 100
    Online Resource
    Online Resource
    Analytic data storage in Hadoop : understanding typical storage and ingest patterns (2015)
    [Place of publication not identified] : O'Reilly
    Details
    ISBN: 9781771375214
    Language: English
    Pages: 1 online resource (1 streaming video file (6 hr., 20 min., 32 sec.)) , digital, sound, color
    Keywords: Apache Hadoop ; Information retrieval ; Database management ; Querying (Computer science) ; Electronic videos ; local
    Abstract: "In this Analytic Data Storage in Hadoop training course, expert author Ryan Blue will teach you about typical storage and ingest patterns in Hadoop. This course is designed for users that are already familiar with Hadoop. You will start by learning how to create the dataset, load sample data, and query a dataset. From there, Ryan will teach you about partitioning, formats, and Avro. This video tutorial also covers parquet, bulk data drops, and database snapshots and mirroring. Finally, you will learn about event stream processing, including how to build a test pipeline and move to production. Once you have completed this computer based training course, you will have gained a solid understanding of typical storage and ingest patterns in Hadoop. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from title screen (viewed November 30, 2015). - Date of publication from resource description page
    URL: lizenzpflichtig
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