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  • MPI Ethno. Forsch.  (104)
  • [Place of publication not identified] : O'Reilly
  • Electronic books ; local  (59)
  • Cloud computing  (31)
  • Web site development  (22)
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  • MPI Ethno. Forsch.  (104)
Material
Language
Years
  • 1
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 2
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 3
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 4
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 5
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 6
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 7
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 8
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 9
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 10
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 11
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 12
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 13
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 14
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 15
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 16
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 17
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 18
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 19
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 20
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 21
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 22
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 23
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 24
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (2 hr., 7 min., 50 sec.)) , digital, sound, color
    Keywords: Computer-aided design ; Computer programs ; Rapid prototyping ; User interfaces (Computer systems) ; Design ; Web site development ; Electronic videos ; local
    Abstract: "Today's world is all about smart phone and computers, but creating the apps and websites that run on these devices can take a year or more to complete. Prototypes are typically non-functioning models of apps and websites that give developers and designers the edge on this lengthy creation process. Why? Because prototypes can be assembled in as little as a single day, saving them time and money. This course teaches you how to use Origami, a prototyping tool created by designers at Facebook that makes it easy to create prototypes for smart apps and websites. You'll explore Origami's interface, learn the principles of prototyping, and gain experience assembling and disseminating a basic prototype."--Resource description page.
    Note: Title from title screen (viewed May 21, 2018)
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  • 25
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (2 hr., 19 min., 36 sec.)) , digital, sound, color
    Keywords: Application software ; Development ; Web services ; Cloud computing ; Distributed operating systems (Computers) ; Computer architecture ; Electronic videos ; local
    Abstract: "Serverless technology offers an attractive proposition: it frees us from much of the administration work we've worried about in the past, giving us more time to focus on building great software. But there's a lot of hype around the technology too. In this video series, microservices expert Sam Newman explains what serverless is, dives into the details of the features it provides, highlights its challenges, and shares his insights on how to get the best out of it. You'll come away with a concrete understanding of how to use serverless technology to implement microservice architecture and how to best integrate serverless into your existing applications."--Resource description page.
    Note: Title from title screen (viewed May 7, 2018)
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  • 26
    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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  • 27
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (2 hr., 46 min., 1 sec.)) , digital, sound, color
    Keywords: Grails (Computer file) ; Groovy (Computer program language) ; Web site development ; Application software ; Development ; Open source software ; Electronic videos ; local
    Abstract: "In this video course, expert Java trainer and consultant Ken Kousen explores advanced database features that include switching databases, using multiple databases in a single Grails application, and how to invoke stored procedures by bypassing Hibernate. He also reveals how to map data to an existing database using Grails 3 custom ORM mapping tags. From there, he dives into a review of REST principles. He builds a RESTful web service using the rest-api profile, adds a RESTful controller, and looks at JSON views. Finally, he shows you how to conduct an integration test using a REST client."--Resource description page.
    Note: Title from title screen (viewed May 11, 2017)
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  • 28
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 29
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 30
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 31
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 32
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (47 min., 21 sec.)) , digital, sound, color
    Keywords: React (Electronic resource) ; Web site development ; Web applications ; Computer programs ; Electronic videos ; local
    Abstract: "If you are looking for a best-in-class routing option for React, look no further than React Router 4. It provides a great library for your React or React Native projects with a simple syntax. In this course, we'll explore the basics of Router 4 and apply them to two projects: a React web application and a React Native application. We'll explore the library in detail, covering subjects such as basic routing, linking, code-splitting, animation in routing, and much more. Learners must have JavaScript ES6 standards experience and basic React app development experience."--Resource description page.
    Note: Title from title screen (Safari, viewed September 26, 2017). - Release date from resource description page
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  • 33
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 34
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 35
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 13 min., 35 sec.)) , digital, sound, color
    Keywords: Amazon Web Services (Firm) ; Cloud computing ; Electronic videos ; local
    Abstract: "This course examines a key process for AWS: The process of deploying a basic EC2 instance using either Linux or Windows. It demonstrates how to connect to those instances, explains how to manage the underlying images and snapshots, and compares EC2 to other AWS services like Elastic Beanstalk and Lightsail. Learners should understand how to use SSH (secure shell) and have access to an AWS account (i.e., capable of deploying EC2 instances and working with security groups, key pairs, snapshots, and billing)."--Resource description page.
    Note: Title from title screen (Safari, viewed September 29, 2017). - Release date from resource description page (Safari, viewed September 29, 2017)
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  • 36
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (36 min., 37 sec.)) , digital, sound, color
    Keywords: Cloud computing ; Web applications ; eXtreme programming ; Electronic data processing ; Distributed processing ; Electronic videos ; local
    Abstract: "In this video course, software architecture veteran Matt Stine describes the history of pattern languages and shows how they help us communicate about software architectures. He introduces a pattern language specifically well suited for cloud architecture--the Brick and Mortar Pattern Language--and examines the three metaphors that influenced its creation: the LEGO Building System, interchangeable parts, and cellular organic systems."--Resource description page.
    Note: Title from title screen (viewed May 5, 2017). - Date of publication from resource description page
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  • 37
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 38
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (35 min., 51 sec.)) , digital, sound, color
    Keywords: Cloud computing ; Web applications ; Electronic data processing ; Distributed processing ; Electronic videos ; local
    Abstract: "In this video course, software architecture veteran Matt Stine explains the cloud native architecture pattern called externalized configuration. He defines the problems traditional configuration management techniques create when configuration varies independently from code throughout an application's lifecycle. He then describes the externalized configuration variants that are leveraged within cloud native application architectures. Finally, he explores the best practices for implementing this pattern; reviews the pros and cons; and shows how externalized configuration relates to the other Brick and Mortar patterns."--Resource description page.
    Note: Title from title screen (viewed May 5, 2017). - Date of publication from resource description page
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  • 39
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 40
    Language: English
    Pages: 1 online resource (1 streaming video file (23 min., 20 sec.)) , digital, sound, color
    Keywords: Amazon Web Services (Firm) ; SPARK (Electronic resource) ; Machine learning ; Cloud computing ; Electronic books ; Electronic videos ; local
    Abstract: "Translating a Spark application from running in a local environment to running on a production cluster in the cloud requires several critical steps, including publishing artifacts, installing dependencies, and defining the steps in a pipeline. This video is a hands-on guide through the process of deploying your Spark ML pipelines in production. You'll learn how to create a pipeline that supports model reproducibility--making your machine learning models more reliable--and how to update your pipeline incrementally as the underlying data change. Learners should have basic familiarity with the following: Scala or Python; Hadoop, Spark, or Pandas; SBT or Maven; Amazon Web Services such as S3, EMR, and EC2; Bash, Docker, and REST."--Resource description page.
    Note: Title from title screen (Safari, viewed January 15, 2018). - Release date from resource description page (Safari, viewed January 15, 2018)
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  • 41
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 6 min., 14 sec.)) , digital, sound, color
    Keywords: Amazon Web Services (Firm) ; Big data ; Cloud computing ; Data mining ; Electronic videos ; local
    Abstract: "Amazon Elasticsearch Service (ES) is a specific implementation of the Elasticsearch big data search engine. In this course, you'll explore Amazon ES, discover its quirks, and learn to use it to search and analyze data on AWS clusters. Designed for software developers with a basic understanding of Elasticsearch, the course walks you through several examples of importing and analyzing both text data and log data on a real Amazon ES domain."--Resource description page.
    Note: Title from title screen (viewed May 24, 2017). - Date of publication from resource description page
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  • 42
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 43
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 44
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 45
    Language: English
    Pages: 1 online resource (1 streaming video file (3 hr., 23 min., 42 sec.)) , digital, sound, color
    Keywords: Amazon Web Services (Firm) ; Cloud computing ; Web services ; Machine learning ; Electronic videos ; local
    Abstract: "This course shows you how to use a range of AWS services to create intelligent end-to-end applications that incorporate ingestion, storage, preprocessing, machine learning (ML), and connectivity to an application client or server. The course is designed for data scientists looking for clear instruction on how to deploy locally developed ML applications to the AWS platform, and for developers who want to add machine learning capabilities to their applications using AWS services. Prerequisites include: Basic awareness of Amazon Simple Storage Service (S3), Elastic Compute Cloud (EC2), and Amazon Elastic MapReduce; as well as some knowledge of ML concepts like classification and regression analysis, model types, training and performance measures; and a general understanding of Python."--Resource description page.
    Note: Title from title screen (viewed August 10, 2017). - Date of publication from resource description page
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  • 46
    Language: English
    Pages: 1 online resource (1 streaming video file (11 hr., 21 min., 55 sec.)) , digital, sound, color
    Keywords: Web applications ; Development ; Web site development ; Mobile apps ; Development ; Application software ; Development ; Mobile computing ; Electronic videos ; local
    Abstract: "Becoming a professional full stack web developer requires a solid understanding of the software tools most commonly used to create websites and mobile apps: JavaScript, jQuery, HTML, CSS, PHP, and MySQL. This course teaches you about each of these tools, including their purpose, how they interact with the other tools, and detailed instruction on how to use them. Steve also covers the skill sets used in web development, such as image manipulation, page design, and database development. You'll learn how modern websites really work, as well as gain hands-on experience using the tools and skill sets the professionals use to make those websites."--Resource description page.
    Note: Title from title screen (viewed July 28, 2017). - Date of publication from resource description page
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  • 47
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 48
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 14 min., 21 sec.)) , digital, sound, color
    Keywords: Amazon.com (Firm) ; Web services ; Cloud computing ; Big data ; Electronic videos ; local
    Abstract: "Understanding how to use Amazon Web Services (AWS) has become a must-have skill for virtually anyone working in Big Data. In this course, certified AWS expert Ben Butler shows you how to use AWS while also teaching you core Big Data concepts like life cycles, time requirements, characteristics, dimensions, and design patterns for Big Data workflows. The course includes an overview of the distinct web services provided by AWS for big data related workloads, as well as a hands-on demonstration of Amazon S3 (Simple Storage Service), and introductions to both Amazon DynamoDB and Amazon Glacier. Learners should have a basic understanding of the command line interface and an AWS account with API keys."--Resource description page.
    Note: Title from title screen (viewed April 21, 2017)
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  • 49
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 29 min., 19 sec.)) , digital, sound, color
    Keywords: TCP/IP (Computer network protocol) ; Computer network protocols ; Web services ; Cloud computing ; Electronic videos ; local
    Abstract: "The IoT, mobile devices, and governmental requirements are making IPV6 a mandatory part of system design. This class describes how IPV6 works, how it's different from IPV4, and how to set up and secure your Virtual Private Cloud (VPC) in Amazon Web Services (AWS) using IPV6. The class covers setting up IPV6 VPCs, upgrading existing IPV4 VPCs, network security, and how to troubleshoot your networks. Learners should have previous experience with the AWS management console, network administration, and the Linux CLI."--Resource description page.
    Note: Title from resource description page (Safari, viewed July 7, 2017)
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  • 50
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 24 min., 13 sec.)) , digital, sound, color
    Keywords: Spark (Electronic resource : Apache Software Foundation) ; Big data ; Cloud computing ; Data mining ; Electronic videos ; local
    Abstract: "This is a hands-on course where Amazon Web Services pro Frank Kane shows you how to rent Amazon's Elastic MapReduce service (EMR) at minimal cost and use it to run Spark scripts on top of a real Hadoop cluster. Kane's approach is fun: You'll learn a Big Data analysis process by actually deploying Spark on EMR to build a working movie recommendation engine using real movie ratings data."--Resource description page.
    Note: Title from title screen (viewed April 18, 2017). - Date of publication from resource description page
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  • 51
    Language: English
    Pages: 1 online resource (1 streaming video file (5 hr., 45 min., 45 sec.)) , digital, sound, color
    Keywords: Application software ; Development ; Java (Computer program language) ; Spring (Software framework) ; Distributed operating systems (Computers) ; Computer architecture ; Cloud computing ; Electronic videos ; local
    Abstract: "Spring expert Kevin Bowersox offers a clear and practical path to building and deploying microservices in this detailed look at the Spring software components used to create those systems. This is a hands-on course designed for intermediate level Java developers. You'll review the meaning of microservice architecture and distributed systems; learn the basics of using Spring Boot and Spring Cloud; learn to use the Spring-based toolsets for service discovery, service registry, routing, load balancing, and fault tolerance; see how Spring Cloud makes it easier to access Netflix components; and build a small scale microservices project of your own."--Resource description page.
    Note: Title from title screen (viewed February 22, 2017). - Date of publication from resource description page
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  • 52
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 8 min., 53 sec.)) , digital, sound, color
    Keywords: Cloud computing ; Web applications ; Electronic videos ; local
    Abstract: "This course examines the process of using Amazon Web Services (AWS) EC2 as a platform for a database backed web application. It describes how to deploy an EC2 instance and a RDS instance, how to connect the EC2 instance and the RDS instance, how to connect PHP to the RDS database, and how to retrieve data. Learners will come away with an understanding of how to deploy EC2 with an application whether that application is PHP based or using another language. Requirements include basic understanding of SSH (Secure Shell), MySQL databases, and access to an AWS account (i.e., capable of deploying EC2 and RDS instances, working with security groups, key pairs, snapshots, and billing)."--Resource description page.
    Note: Title from title screen (viewed October 3, 2017). - Publication date from resource description page (Safari, viewed September 29, 2017)
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  • 53
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 54
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 55
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 56
    ISBN: 9781491991138
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 47 min., 25 sec.)) , digital, sound, color
    Keywords: Amazon Web Services (Firm) ; Machine learning ; Cloud computing ; Big data ; Electronic videos ; local
    Abstract: "This course shows you how to build a model using Amazon Machine Learning (Amazon ML) and use it to make predictions. AWS expert Dan Moore covers the basic types of machine learning, how to prepare your data, and how to make your data available to the Amazon Machine Learning processes. You'll also learn about evaluating a model for accuracy, using it both for batch and real-time predictions, and using tags to manage environments. Designed for developers and technical marketers new to machine learning and for data scientists interested in using the AWS Amazon ML platform, the course provides hands-on experience building a working predictive model using real data. Learners should obtain an AWS account (free from Amazon) and a basic understanding of AWS concepts before beginning the course."--Resource description page.
    Note: Title from title screen (viewed July 31, 2017). - Date of publication from resource description page
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  • 57
    Language: English
    Pages: 1 online resource (1 streaming video file (39 min., 56 sec.)) , digital, sound, color
    Keywords: Machine learning ; Cloud computing ; Quantitative research ; Mathematical statistics ; Data processing ; Electronic books ; Electronic videos ; local
    Abstract: "This course lays out the common architecture, infrastructure, and theoretical considerations for managing an enterprise machine learning (ML) model pipeline. Because automation is the key to effective operations, you'll learn about open source tools like Spark, Hive, ModelDB, and Docker and how they're used to bridge the gap between individual models and a reproducible pipeline. You'll also learn how effective data teams operate; why they use a common process for building, training, deploying, and maintaining ML models; and how they're able to seamlessly push models into production. The course is designed for the data engineer transitioning to the cloud and for the data scientist ready to use model deployment pipelines that are reproducible and automated. Learners should have basic familiarity with: cloud platforms like Amazon Web Services; Scala or Python; Hadoop, Spark, or Pandas; SBT or Maven; Bash, Docker, and REST."--Resource description page.
    Note: Title from title screen (Safari, viewed January 15, 2018). - Release date from resource description page (Safari, viewed January 15, 2018)
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  • 58
    Language: English
    Pages: 1 online resource (1 streaming video file (2 hr., 6 min., 58 sec.)) , digital, sound, color
    Keywords: Web site development ; Web sites ; Design ; Application software ; Development ; Mobile apps ; Development ; Electronic videos ; local
    Abstract: "Adobe XD lets designers be designers by making it possible for them to create working prototypes of web sites and apps without writing a single piece of code. Adobe expert Andy Anderson teaches the basics of using Adobe XD and the process of building prototypes in this hands-on course where you don't just see the software, you use it to design an actual working prototype of a very tasty cooking app."--Resource description page.
    Note: Title from title screen (viewed May 5, 2017). - Date of publication from resource description page
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  • 59
    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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  • 60
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 61
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 17 min., 33 sec.)) , digital, sound, color
    Keywords: Grails (Computer file) ; Groovy (Computer program language) ; Web site development ; Application software ; Development ; Open source software ; Electronic videos ; local
    Abstract: "In this video course, expert Java trainer and consultant Ken Kousen uses a more complete domain model in Grails 3 to show how the static scaffolding works with the fields plugin to build a complete set of web pages for multiple tables. From there, he dives into the details of the generated view pages, which use Grails 3 custom tags and data exposed at different scopes, including flash scope. Finally, he reviews transactional services and dependency injection of service beans, and reveals how to access JSON data through a REST controller."--Resource description page.
    Note: Title from title screen (viewed May 11, 2017)
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  • 62
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (2 hr., 25 min., 4 sec.)) , digital, sound, color
    Keywords: Grails (Computer file) ; Groovy (Computer program language) ; Web site development ; Application software ; Development ; Open source software ; Electronic videos ; local
    Abstract: "In this video course, expert Java trainer and consultant Ken Kousen shows you how to build a simple Grails 3 application, starting with installation options, IDE usage, and learning how Grails handles HTTP requests and responses. He provides a quick primer on how to use the Groovy programming language to work comfortably in Grails before creating a new project from the Grails Application Forge. From there, he dives into the underlying architecture of a Grails 3 application, which includes adding controllers, seeing how responses are returned and rendered, and unit testing controllers."--Resource description page.
    Note: Title from title screen (viewed May 11, 2017)
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  • 63
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781491971499 , 1491971495
    Language: English
    Pages: 1 online resource (1 streaming video file (19 hr., 19 min., 45 sec.)) , digital, sound, color
    Keywords: Internet videos ; Streaming video ; Java (Computer program language) ; Web site development ; Electronic videos ; local ; Vidéos sur Internet ; Vidéo en continu ; streaming video ; Internet videos ; Streaming video ; Electronic videos
    Abstract: "Get practical experience in professional Java web programming for enterprises. Start by learning about web apps and databases using JavaServer Pages (JSP) and Plain Old Java Objects (POJOs). As you progress, you'll learn how to extend and improve upon a sample shopping cart web application. Finally, you'll spin up an Apache Tomcat web server and see how it all comes together."--Resource description page.
    Note: Title from resource description page (Safari, viewed September 9, 2016)
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  • 64
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 65
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 66
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 67
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 68
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 69
    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)
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  • 70
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 71
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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
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  • 72
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781771376051
    Language: English
    Pages: 1 online resource (1 streaming video file (12 hr., 23 min., 27 sec.)) , digital, sound, color
    Keywords: Java (Computer program language) ; Web sites ; Design ; Web site development ; Electronic videos ; local
    Abstract: "In this Beginning Java Web Development training course, expert author Martin Kalin will teach you everything you need to know about Java web development. This course is designed for users that are familiar with writing, compiling, and executing Java applications. You will start by learning about web apps and databases using JSP and POJOs. From there, Martin will teach you about servlets, including the flow of control in servlets, code analysis, and concurrency issues in Java web apps. This video tutorial also features an example of a shopping cart as a web app, where you will learn how to extend and improve the shopping cart web app. Finally, you will learn about web app security, including wire-level security and user authentication and role authorization. Once you have completed this computer based training course, you will have learned everything you need to know about Java web 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 April 22, 2016). - Date of publication from resource description page
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  • 73
    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)
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  • 74
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 75
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (6 hr., 56 min., 18 sec.)) , digital, sound, color
    Keywords: Apache Tomcat ; Web servers ; Web site development ; Internet programming ; Electronic videos ; local
    Abstract: "Tomcat is a web server popular with Java programmers and system admins who need a superior web server to publish their web apps. Written in Java for the Java community, Tomcat is a free production grade web server that is open source, cross-platform (runs on Unix, Linux, Mac OSX, Windows), and very easy to install with no real need for configuration other than for security purposes. System admins love the lightweight Tomcat because it's a no-fuss web server with very reasonable defaults that are easy to customize. In this course, Java and Tomcat wizard Marty Kalin will show you everything you need to know to get Tomcat up and running."--Resource description page.
    Note: Title from title screen (viewed August 12, 2016). - Date of publication from resource description page
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  • 76
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 77
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 78
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 79
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 80
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (6 hr., 45 min., 58 sec.)) , digital, sound, color
    Keywords: Java (Computer program language) ; Object-oriented programming (Computer science) ; Web site development ; Web sites ; Design ; Electronic videos ; local
    Abstract: "You're a junior developer with a couple of years of Java under your belt and you've hit the Java wall of mystery. The knowledge blocker where complex concepts like concurrency and network programming or generics and collections leave you baffled and unable to proceed. In this video, Java wizard Ken Kousen de-mystifies all to transport you to a smarter place. A place where your newfound Java skills work magic into the day-to-day practices of database programming, network programming and back-end web development. Spells uncovered include: generic programming, concurrency, interfaces, inheritance, objects, the new I/O packages, working with relational databases, networking, testing, inner classes, and the new features of Java 8. Put on your cape and zoom."--Resource description page.
    Note: Title from title screen (viewed July 7, 2016). - Date of publication from resource description page
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  • 81
    ISBN: 9781771376037
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 40 min.)) , digital, sound, color
    Keywords: Amazon Web Services (Firm) ; Cloud computing ; Electronic videos ; local
    Abstract: "In this Overview of Cloud Computing with Amazon Web Services training course, expert author Steve Suehring will teach you about the services in AWS, what they are used for, and when to use them. This course is designed for the absolute beginner, meaning no prior experience with Amazon Web Services is required. You will start with an overview of compute services, then jump into learning about storage in AWS, including simple storage with S3, content delivery with CloudFront, and archival data services with Glacier. From there, Steve will teach you about databases in AWS, management-related services, and security. This video tutorial also covers networking, developer tools, and application layer services. Finally, you will learn about mobile-related services, analytics in AWS, and enterprise use cases with AWS."--Resource description page.
    Note: Title from title screen (Safari, viewed March 30, 2016). - Date of release from resource description page (Safari, viewed March 30, 2016)
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  • 82
    ISBN: 9781771375498
    Language: English
    Pages: 1 online resource (1 streaming video file (9 hr., 40 min., 18 sec.)) , digital, sound, color
    Keywords: Web site development ; Application software ; Internet programming ; Electronic videos ; local
    Abstract: "In this Building a Complete Web Application training course, expert author Steve Perry will teach you how to successfully build a complete web application. This course is designed for users that are familiar with HTML and have basic programming knowledge. You will start by learning how to set up your computer, install a local server, and find and use a hosting service. From there, Steve will cover the prerequisite knowledge, then jump into HTML, CSS, web graphics, JavaScript, and AJAX. This video tutorial will teach you about database design and implementation, how to integrate jQuery into the application, and how to work with mobile devices. Finally, you will learn about testing and validation, using social media for marketing, sending email with PHP, and implementing a shopping cart."--Resource description page.
    Note: Title from title screen (Safari, viewed March 11, 2016). - Date of publication from resource description page (Safari, viewed March 11, 2016)
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  • 83
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 84
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (50 min., 58 sec.)) , digital, sound, color
    Keywords: Machinery ; Maintenance and repair ; Information technology ; Management ; Computer networks ; Maintenance and repair ; Internet of things ; Cloud computing ; Electronic videos ; local
    Abstract: "In a talk aimed at data scientists, students, researchers, and nontechnical professionals, Danielle Dean introduces the landscape and challenges of predictive maintenance applications in the manufacturing industry. Predictive maintenance, a technique to predict when an in-service machine will fail so that maintenance can be planned in advance, encompasses failure prediction, failure diagnosis, failure type classification, and recommendation of maintenance actions after failure. Danielle reviews predictive maintenance problems from the perspectives of both the traditional, reliability-centered maintenance field and IoT applications, discussing problem coverage, applicable predictive models based on data available, and what data must be collected to perform predictive maintenance tasks. You'll learn how to bridge the data-driven approach and the problem-driven approach by articulating what types of data are needed for different predictive maintenance applications."--Resource description page.
    Note: Title from title screen (viewed September 1, 2016)
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  • 85
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 86
    ISBN: 9781771374965
    Language: English
    Pages: 1 online resource (1 streaming video file (3 hr., 12 min., 25 sec.)) , digital, sound, color
    Keywords: Application program interfaces (Computer software) ; Web applications ; Development ; Microsoft .NET Framework ; Cloud computing ; Electronic videos ; local
    Abstract: "This course shows entry to mid-level Visual Studio developers how to create customized REST Web APIs using the ASP.NET framework and then how to deploy those APIs to Microsoft's Azure cloud computing platform. It begins with a description of the REST protocol and an overview of ASP.NET controllers and models, followed by a discussion of the Microsoft OWIN pipeline specification and how to write custom middleware to utilize that specification. It then moves into a detailed overview of Azure and how to host API systems in the cloud before finishing with an explanation of how to build C# and JavaScript client programs that can communicate with APIs from remote systems."--Resource description page.
    Note: Title from title screen (viewed October 19, 2016). - Date of publication from resource description page
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  • 87
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 88
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (54 min., 24 sec.)) , digital, sound, color
    Keywords: Web sites ; Design ; JavaScript (Computer program language) ; Web site development ; HTML (Document markup language) ; Electronic videos ; local
    Abstract: "Advancing from jQuery 2 to jQuery 3 opens the door to new features and performance advantages, but is it right for your project? Explore new features in jQuery 3 such as Promises/A+, accelerated graphics, improved data binding, unwrap functionality, and animations. Expert Daniel Stern takes you through live demonstrations, in-depth lessons, and a TodoMVC project implemented on both jQuery 2 and 3 libraries. To get the most out of this course, viewers should have a basic understanding of HTML, JavaScript, and jQuery. Access to a PC or MAC workstation with administrator privileges is recommended."--Resource description page.
    Note: Title from title screen (viewed July 29, 2016). - Date of publication from resource description page
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  • 89
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 90
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 91
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    Language: English
    Pages: 1 online resource (1 streaming video file (39 min., 17 sec.)) , digital, sound, color
    Keywords: Prometheus (Computer file) ; Cloud computing ; Web site development ; Computer software ; Development ; Electronic videos ; local
    Abstract: "Kubernetes and Prometheus are still pretty young, but somehow they immediately fell in love when they first met in early 2015. And now Prometheus has moved into the shiny new CNCF building that Kubernetes has called home for a while. Björn Rabenstein explores how the first two projects hosted by the Cloud Native Computing Foundation work together."--Resource description page.
    Note: Title from title screen (viewed May 11, 2018). - An excerpt from the O'Reilly 2016 Velocity Conference in Amsterdam
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  • 92
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781771374910
    Language: English
    Pages: 1 online resource (1 streaming video file (2 hr., 56 min., 45 sec.)) , digital, sound, color
    Keywords: PHP (Computer program language) ; Web site development ; Electronic videos ; local
    Abstract: "In this Up to Speed with PHP 7 training course, expert author David Powers will teach you about the new features and changes in the next major version of PHP. This course is designed for users that already have a solid understanding of PHP. You will start by learning about what has changed in PHP 7, including internal changes, changes to existing features, and removed features. From there, David will teach you about new operators and functions and type checking. This video tutorial also covers classes and generators and error handling, including anonymous classes, generator delegation, and how to catch fatal errors. Finally, you will cover miscellaneous changes, such as using reserved words in classes, uniform variable syntax, and using assertions for debugging. Once you have completed this computer based training course, you will have learned all about the changes and new features in PHP 7. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from title screen (viewed August 11, 2015). - Date of publication from resource description page
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  • 93
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    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)
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  • 94
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781491955130
    Language: English
    Pages: 1 online resource (1 streaming video file (48 min., 26 sec.)) , digital, sound, color
    Keywords: Web site development ; Web sites ; Design ; Application software ; Development ; Client/server computing ; Electronic videos ; local
    Abstract: "For years now we've had powerful application servers like PHP, Node, and ColdFusion, that could create our web apps. But there has been a shift recently in terms of how much we do on an application server versus how much we can do on the browser itself, as well as how much is done on a mobile app instead. Static site generators provide a powerful middle ground between a full app server deployment and a simple collection of static files. In this webcast I'll talk about why you would use static site generators, how they work in general, how one (Harp) works in particular, and discuss how to add dynamic aspects back into the static site."--Resource description page.
    Note: Title from title screen (viewed March 10, 2016). - Date of publication from resource description page
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  • 95
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781491939789
    Language: English
    Pages: 1 online resource (1 streaming video file (51 min., 22 sec.)) , digital, sound, color
    Keywords: Apache Hadoop ; Electronic data processing ; Distributed processing ; Cloud computing ; File organization (Computer science) ; Electronic videos ; local
    Abstract: "In this fast-paced, interactive, info-rich webcast led by Rich Morrow, we'll discuss: the value proposition of Hadoop, common use cases, how to run it on premises and in the cloud via AWS EMR."--Resource description page.
    Note: Title from title screen (viewed, September 29, 2015). - Date of publication from resource description page
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  • 96
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781491939765
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 27 min., 15 sec.)) , digital, sound, color
    Keywords: Web applications ; Development ; Python (Computer program language) ; Cloud computing ; Electronic videos ; local
    Abstract: "We all know Python is well suited to building web applications. It also happens to be a great choice for building on Google Cloud Platform, Google's suite of cloud hosting services. In this presentation, Google engineer and O'Reilly author Dan Sanderson shows how to set up a Python cloud development environment, build a scalable web app using various Google services and tools, and deploy and manage a live application."--Resource description page.
    Note: Title from title screen (viewed November 4, 2015). - Date of publication from resource description page
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  • 97
    ISBN: 9781771374118
    Language: English
    Pages: 1 online resource (1 streaming video file (4 hr., 5 min., 43 sec.)) , digital, sound, color
    Keywords: Cloud computing ; Web services ; Electronic videos ; local
    Abstract: "In this Introduction to Cloud Computing with Amazon Web Services training course, expert author Mark Nunnikhoven will teach you about AWS and how to deploy a web application in AWS. This course is designed for the absolute beginner, meaning no experience with Amazon Web Services is required. You will start by learning about AWS specific concepts, then jump into deploying WordPress on AWS. From there, Mark will teach you how to create a strong foundation, including configuring IAM for deployment and setting up CloudTrail. This video tutorial also covers deploying a secure networking configuration, deploying a server, and deploying a relational database. Finally, you will learn how to implement a backup strategy, such as verifying RDS backups, creating an S3 backup, and optimizing S3 costs with Amazon Glacier. Once you have completed this computer based training course, you will be fully capable of building your own web applications in AWS. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from title screen (viewed September 14, 2015). - Date of publication from resource description page
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  • 98
    ISBN: 9781771373913
    Language: English
    Pages: 1 online resource (1 streaming video file (1 hr., 57 min., 2 sec.)) , digital, sound, color
    Keywords: File organization (Computer science) ; Computer programs ; Cloud computing ; Web applications ; Electronic videos ; local
    Abstract: "In this Amazon Web Services--Simple Storage Service training course, expert author Kim Fowler teaches you how to use S3 from the Amazon Web Services console. This course is designed for users that are familiar with Amazon Web Services. You will start by learning about S3 storage, then jump into learning about moving objects into S3. From there, Kim will teach you how to handle bucket and object permissions, access S3 objects, and charge for access to objects. This video tutorial also covers protecting data in S3, including how to encrypt data, version data, and automatically delete data. Finally, you will learn how to host a website in S3, including how to configure an S3 bucket for hosting and specifying custom error pages. Once you have completed this computer based training course, you will be fully capable of setting up and using S3 to store and retrieve files. Working files are included, allowing you to follow along with the author throughout the lessons."--Resource description page.
    Note: Title from title screen (viewed August 11, 2015). - Date of publication from resource description page
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  • 99
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781771375184
    Language: English
    Pages: 1 online resource (1 streaming video file (3 hr., 6 min., 38 sec.)) , digital, sound, color
    Keywords: Windows Azure ; Cloud computing ; Web services ; Application software ; Design ; Electronic videos ; local
    Abstract: "In this Azure Search for Developers training course, expert author Alex Mang teaches you how to set up, populate, customize, and deploy Search instances. This course is designed for users that already have a basic understanding of HTTP protocols. You will start by learning how to create an Azure Search service, then jump into learning how to query an index. From there, Alex will teach you how to score profiles and sync data scores. Finally, this video tutorial will teach you advanced scenarios, including how to scale for more QPS and high availability, scale for more documents and higher write throughput, and tighten security via CORS. Once you have completed this computer based training course, you will have learned how to set up, populate, customize, and deploy Search instances. 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 9, 2015). - Date of publication from resource description page
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  • 100
    Online Resource
    Online Resource
    [Place of publication not identified] : O'Reilly
    ISBN: 9781771374996
    Language: English
    Pages: 1 online resource (1 streaming video file (3 hr., 43 min., 21 sec.)) , digital, sound, color
    Keywords: AngularJS (Software framework) ; Web site development ; JavaScript (Computer program language) ; Electronic videos ; local
    Abstract: "In this Moving from jQuery to AngularJS training course, expert author Tom Bitterman will teach you how to move from jQuery to AngularJS web development. This course is designed for users that already have experience with JavaScript and jQuery. You will start by learning about building the DOM, then jump into learning about the MVC pattern. From there, Tom will teach you about AngularJS, including controller syntax, controllers and functions, controllers and data, and JSON. Finally, this video tutorial will teach you about MVC with a server. Once you have completed this computer based training course, you will have gained a solid understanding of MVC and AngularJS, and how to incorporate it into your development toolkit. 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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