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  • Safari, an O’Reilly Media Company.  (10)
  • Boston, MA : Safari  (10)
  • Internet videos  (10)
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  • 1
    Online Resource
    Online Resource
    Case Study : How DataKind Walked Back on a Project when Ethical Issues Arose (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    DDC: 174/.9004
    Keywords: DataKind (Firm) ; Information technology Moral and ethical aspects ; Technological innovations Moral and ethical aspects ; Data curation Moral and ethical aspects ; Electronic videos ; Innovations ; Aspect moral ; Édition de contenu ; Aspect moral ; Information technology ; Moral and ethical aspects ; Technological innovations ; Moral and ethical aspects ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Data scientists often set out to make a positive impact—generating insights upon which organizations can make decisions. A key aspect of that work is ensuring that data is being collected, managed, and analyzed ethically. But as conversations about ethical data science increase, so do questions about how ethics in data science looks in practice: When do you do an ethics check? And what do you do if something seems off? Join us for this Case Study with DataKind’s Afua Bruce and Rachel Wells to hear what happened when their team faced an ethical challenge during a project that used social media data. While wrapping up the project, the team found out that they didn’t have full information on how the data was obtained. Faced with the decision about whether to deliver the project to the partner when the data trail was incomplete, DataKind reviewed the data source’s use policies, unpacked the trade-offs of different approaches, and carefully communicated with all stakeholders to eventually terminate the project. Afua and Rachel take you through the decision-making process, trade-offs, outcomes, and lessons learned from this project experience; highlight the importance of a data trail and evaluating where all data sources come from; and explain how to walk back a data science solution and project when ethical issues arise. Recorded on January 25, 2022. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Case Studies explore how organizations have overcome common challenges in business and technology through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and challenges while hearing their unique perspectives, insights, and lessons learned.
    Note: Online resource; Title from title screen (viewed February 25, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    Exam DA-100 Analyzing Data with Microsoft Power BI (Video) (2021)
    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 42 min.)
    Edition: 1st edition
    Keywords: Streaming video ; Internet videos ; Electronic videos ; local ; Electronic videos ; Vidéos sur Internet ; streaming video ; Internet videos ; Streaming video ; Vidéo en continu
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 8+ Hours of Video Instruction Prepare for Microsoft Exam DA-100 and demonstrate your mastery of Power BI data analysis and visualization. This Exam DA-100: Analyzing Data with Microsoft Power BI video is designed for data analysts responsible for designing scalable data models, cleaning and transforming data, and presenting analytic insights through data visualizations using Power BI. This video focuses on the skills measured by the exam objectives, as updated by Microsoft on July 29, 2021. Prepare the data Model the data Visualize the data Analyze the data Deploy and maintain deliverables Using his years of experience teaching Power BI to a variety of learners, Microsoft Certified Trainer Chris Sorensen explains how to optimize Power BI features and functions and prepares you for what to expect on the DA-100 exam. In his engaging style grounded in real-world scenarios, Chris gives you insights to navigate and build effective Power BI solutions, quickly and effectively. With Chris as your guide, you are well-equipped to advance in your career as a data analyst. About the Instructor Chris Sorensen, CPA, CGA , is the Founder and President of Iteration Insights, a tech-enabled data analytics solutions provider based in Calgary, Alberta. He is a Microsoft Certified Data Analyst Associate and Microsoft Certified Trainer with a combined 20+ years of industry and teaching experience. In his career, he has led numerous Analytics projects in more than 15 industries across small to enterprise-sized organizations. As an adjunct instructor of the Business Intelligence program at SAIT, he plays a significant role in shaping new talent in Calgary’s emerging tech sector. Following his lifelong learning approach, Chris also coordinates both Power Platform and Azure Analytics User Groups, providing a space dedicated to knowledge-sharing and growing Alberta’s tech community. His favorite hashtag is #neverstoplearning. Skill Level Intermediate Who Should Take This Course Certification candidates preparing for Exam DA-100: Analyzing Data with Microsoft Power BI Data analysts who want to use Microsoft Power BI to maximize their data asse...
    Note: Online resource; Title from title screen (viewed August 11, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    How Lightstep Implemented Observability (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    DDC: 005.3
    Keywords: Application software Development ; Computer programs ; Observers (Control theory) ; Application program interfaces (Computer software) ; Cloud computing ; Electronic videos ; Logiciels d'application ; Développement ; Logiciels ; Observabilité (Théorie de la commande) ; Interfaces de programmation d'applications ; Infonuagique ; APIs (interfaces) ; Application program interfaces (Computer software) ; Application software ; Development ; Computer programs ; Cloud computing ; Observers (Control theory) ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Observability is a hot topic in software engineering, but how do we decouple what’s useful from the hype? This case study will examine how Lightstep engineering adopted new practices and tools, balancing trade-offs between the needs of a product-driven organization, a small–but quickly growing–team, and the demands of our customers. While there’s no single right answer to “how do you implement observability?” we considered the needs of developers and their experiences, as well as the needs of users, to help guide decisions to keep teams aligned and our customers happy. Join us for this Case Study with Lightstep co founder and chief architect Daniel “Spoons” Spoonhower to learn how Lightstep engineering adopted new practices and tools for observability while balancing trade-offs between the needs of a small but quickly growing product-driven organization and the demands of its customers. This case study is for you if... You’re an engineer or engineering leader that is responsible for software reliability and performance You’re looking to take responsibility for larger systems as well as mentor other engineers You’ve been responsible for production systems in some way, including being on-call, leading on-call teams, or possibly just responsible for debugging software and understanding software performance What you will learn—and how to apply it By the end of this case study the viewer will understand: Observability, how it enhances traditional monitoring, and why it matters to running software services today How observability complements DevOps practices and cloud-native technologies The role of OpenTelemetry and other open source software in observability And you will be able to: Deploy new practices and tools as part of a modern observability practice How to motivate the consistent use of tools and standards across their engineering organizations How to use SLOs to translate between technical constraints and business needs
    Note: Online resource; Title from title screen (viewed December 9, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    Entity Framework Core - A Full Tour (.NET 5 and up) (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803242231
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 24 min.)
    Edition: 1st edition
    DDC: 005.7565
    Keywords: Microsoft .NET Framework ; Streaming video ; Internet videos ; Database management ; Electronic videos ; Microsoft .NET Framework ; Vidéo en continu ; Vidéos sur Internet ; Bases de données ; Gestion ; streaming video ; Database management ; Internet videos ; Streaming video
    Abstract: Learn how to use and take advantage of the full feature set of Entity Framework Core in your .NET applications About This Video Construct a data model using code-first and database-first workflows Understand Entity Framework commands Handle one-to-one, one-to-many, and many-to-many relationships In Detail In this course, Entity Framework Core - A Full Tour, you will learn to work with data in your .NET applications. We will review the general benefits of using Entity Framework Core 5, which is Microsoft's flagship Object Relational Mapper (ORM), to relieve you of many concerns and challenges that come with this component of software development. We will also spend time discovering how EF Core translates classes and references to database models and relationships. You will learn how to write queries, update databases incrementally, roll back changes, and explore the myriad capabilities that Entity Framework Core affords us. By the end of this course, you will have the skills and knowledge of Entity Framework Core needed to fluidly interact with data and write quires for .NET Core applications with ease. Who this book is for This course is for students who want to learn Entity Framework in a hands-on way. In order to take this course, you should have at least 3 months experience of programming in C#. If you need to strengthen your C# fundamentals, you can take the C# beginner course, C# Console, and Windows Forms Development with LINQ & ADO.NET.
    Note: Online resource; Title from title screen (viewed September 29, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Case Study : How Synaptic Health Alliance Used Blockchain to Improve Data Management (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    DDC: 005.74
    Keywords: Blockchains (Databases) ; Personal information management ; Electronic videos ; Chaînes de blocs ; Gestion d'informations personnelles ; Blockchains (Databases) ; Personal information management ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Healthcare providers spend billions of dollars annually on data management, yet provider directories often contain inaccuracies that dramatically increase the cost of care while reducing its quality. In response, Aetna, Humana, MultiPlan, Quest Diagnostics, and UnitedHealth Group have formed the Synaptic Health Alliance to explore the use of blockchain technology in tackling the challenge of accurate and efficient provider data management and sharing. Join us for this Case Study with UnitedHealthcare’s Meyrick Vaz to learn more about the Synaptic Health Alliance, better understand why it was founded, and explore the potential of blockchain for solving some of data management’s biggest challenges. You’ll examine the current state of provider data exchange as well as the goals, approach, and results of the initial pilot project for the alliance. Recorded on November 18, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Case Studies explore how organizations have overcome common challenges in business and technology through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and challenges while hearing their unique perspectives, insights, and lessons learned.
    Note: Online resource; Title from title screen (viewed November 18, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 6
    Online Resource
    Online Resource
    How California State University built a scalable, reusable data pipeline on a data lake with AWS (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    DDC: 004.67/82
    Keywords: Amazon Web Services (Firm) ; Cloud computing ; Electronic videos ; Amazon Web Services (Firm) ; Infonuagique ; Cloud computing ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Though we have in the past depended on traditional data warehouses to drive business intelligence from data, they were generally based on databases and structured data formats, proving insufficient for the challenges that the current data driven world faces, especially the pace of data growth. Enter data lakes, which are optimized for unstructured and semi-structured data, can scale to PetaBytes easily, and allow better integration of a wide range of tools to help businesses get the most out of their data. There are few important properties worth understanding about data lakes. They include: Support for unstructured and semi-structured data. Scalability to PetaBytes and higher. SQL-like interface to interact with the stored data. Ability to connect various analytics tools as seamlessly as possible. Combine decoupled storage and analytics tools. Data volumes have grown to new scales and the demands of businesses have become more ambitious. For example, users now expect faster query times, better scalability, ease of management and so on. Former big data tools like Hadoop, Hive, and HDFS have made way for new and better technology platforms. Data and software professionals are now moving towards a disaggregated architecture, with Storage and Analytics layers very loosely coupled using REST APIs. This makes each layer much more independent (in terms of scaling and management) and allows using the perfect tool for each job. For example, in this disaggregated model, users can choose to use Spark for batch workloads for analytics, while using Presto for SQL heavy workloads, with both Spark and Presto using the same backend storage platform. This approach is now rapidly becoming the standard. Commonly used storage platforms include object storage platforms like AWS S3, Azure Blob Storage, Google Cloud Storage (GCS), Ceph, MinIO among others. Analytics platforms vary from simple Python & R based notebooks to Tensorflow to Spark, Presto to Splunk, Vertica and others. This case study will explain how California State University applied DataOps techniques in their current environments to create reusable, scalable and extensible data architectures. We will discuss strategies to build a data lakehouse architecture to rapidly scale and deploy use cases in your current environments. This case study is for you if... You want to learn how to apply scalable data architecture techniques in a data processing environment. You're a data Architect/ System Architect,...
    Note: Online resource; Title from title screen (viewed November 2, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 7
    Online Resource
    Online Resource
    AWS Certified Solutions Architect Associate (SAA-C02) Exam Prep Course (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801810111
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 6 min.)
    Edition: 1st edition
    Keywords: Streaming video ; Internet videos ; Electronic videos ; Vidéos sur Internet ; streaming video ; Internet videos ; Streaming video ; Vidéo en continu
    Abstract: We cover everything you need to know in order to pass the current 2020 AWS Certified Solution Architect Associate SAA-C02 exam About This Video Understand the various advantages of the multi-tier design Learn about self-managed DB solutions Understand about AWS WAF and other tools In Detail An AWS Certification is one of the hottest IT certifications in the job market today! Get your AWS Certified Solutions Architect Associate certification and change your life. The world has been experiencing major changes in the last few years. Rather than running infrastructure on prep (on premise), companies are moving to the cloud. This course was created from the ground up for the new AWS certification exam. Make sure you're ready to pass the AWS Solutions Architect Associate exam by taking this course. This course includes the following: Concise, focused lectures on specific AWS concepts and technologies An organization that directly mirrors the official exam objectives Hands-on challenges that ensure you have mastered key concepts Amazon Web Services or AWS is one of the most important skills you need to gain in 2021. Don’t miss out on this opportunity to improve your career with cloud services. Who this book is for This course is for anyone who is preparing for AWS Certified Solution Architect Associate SAA-C02 exam. Anyone who’s interested in architecting solutions in AWS will also find the contents of this course useful.
    Note: Online resource; Title from title screen (viewed September 28, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
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  • 8
    Online Resource
    Online Resource
    Case Study : How the Port of Montreal Used NLP to Fast-Track Critical Cargo in 2020 (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    DDC: 387.1/09714/27
    Keywords: Cargo handling Case studies ; Harbors Case studies ; COVID-19 Pandemic, 2020- ; Natural language processing (Computer science) ; Artificial intelligence ; Natural Language Processing ; Artificial Intelligence ; Electronic videos ; COVID-19 Pandemic ; (2020-) ; Pandémie de COVID-19, 2020- ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Artificial intelligence ; Cargo handling ; Harbors ; Natural language processing (Computer science) ; Québec ; Montréal ; Case studies ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: During the first months of the COVID-19 pandemic, it became crucial to prioritize shipments of critical cargo. In 2020 the Port of Montreal implemented an AI tool for the supply chain—in just six months from preparation to pilot delivery—with the goal of providing advance visibility to supply chain stakeholders by detecting critical cargo (e.g., masks, sanitizer, etc.). Join us for this Case Study with telecommunications engineer and AI advisor Adrian Gonzalez Sanchez to explore the tool and discover how it performed in practice. You’ll learn how pragmatic innovation (e.g., focusing on specific AI tasks, using only mature techniques, defining the “good enough” results in advance, etc.) and a common goal can lead to successful AI implementation. O'Reilly Case Studies explore how organizations have overcome common challenges in business and technology through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and challenges while hearing their unique perspectives, insights, and lessons learned. Recorded on November 9, 2021. See the original event page for resources for further learning or watch recordings of other past events. O'Reilly Case Studies explore how organizations have overcome common challenges in business and technology through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and challenges while hearing their unique perspectives, insights, and lessons learned.
    Note: Online resource; Title from title screen (viewed November 16, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 9
    Online Resource
    Online Resource
    AWS Certified Solutions Architect - Associate (SAA-C02) (2020)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    ISBN: 9780136721246 , 0136721249
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 19 min.)
    Edition: 1st edition
    Keywords: Internet videos ; Streaming video ; Electronic videos ; local ; Vidéos sur Internet ; Vidéo en continu ; streaming video ; Internet videos ; Streaming video ; Electronic videos
    Abstract: 6+ Hours of Video Instruction Overview The AWS Certified Solutions Architect - Associate (SAA-C02) Complete Video Course is designed to provide users with more than 6 hours of instruction with the goal of fully preparing them for all aspects of the exam. The course walks through the exam objective coverage in a way that is easy to digest, apply in the workplace, and implement for the exam. The course instructor, Chad Smith, is an experienced and certified architect with a focus on AWS. The course provides walk-throughs of the exam objectives as well as best strategies and demonstrations for optimal application. Each lesson ends with two sample questions, which are explained in detail for both correct and incorrect answers. The four domains of the AWS SAA-C02 exam align with Modules 2 through 5 of this course to provide the best outcome for the learner intending to take—and pass—the AWS Certified Solutions Architect – Associate (SAA-C02) Exam. Topics include Module 1: AWS Certified Solutions Architect Overview Module 2: Design Resilient Architectures Module 3: Design High-Performing Architectures Module 4: Specify Secure Applications and Architectures Module 5: Design Cost-Optimized Architectures About the Instructor Chad Smith is the principal cloud architect at Brightkey.cloud. He is a certified architect for both Amazon Web Services and Google Cloud Platform and brings a wealth of relevant experience in cloud adoption, infrastructure design, data security, and cloud operations. Chad holds current AWS certifications in Architecture (Associate and Professional), SysOps, and Security. Skill Level Intermediate to advanced Learn How To Use architectural patterns to design resilient, highly available, and decoupled infrastructures Deploy high-performance compute, network, storage, and database resources Design least-privilege access control and secure application tiers, and deploy data protection mechanisms for encryption in transit and at rest Recognize cost-effective compute, network, storage, and database implementation Pass the AWS Certified Solutions Architecture Associate SAA-C02 exam Who Should Take This Course AWS architects AWS SysOps professionals AWS security professionals AWS developers and engineers Intermediate to advanced students Course Requirements Strong understanding of the AWS ecosystem and infrastructure architecture Working knowledge of commonly used AWS services such as EC2, S3, IAM, Cloudwatch, et...
    Note: Online resource; Title from title screen (viewed March 9, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
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  • 10
    Online Resource
    Online Resource
    Learning Path : How to Do Great Customer Interviews (2017)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Internet videos ; Streaming video ; Electronic videos ; local ; Vidéos sur Internet ; Vidéo en continu ; streaming video ; Internet videos ; Streaming video
    Abstract: You're working on a new product or project, or you’re trying to overhaul an existing one. You know you have to learn more about your customers—what problems they're trying to solve, their abilities and frustrations, and (most importantly) how they'll make the decision to buy—or not buy— your future product. This Learning Path will prepare you to conduct your first highly effective customer interview; you’ll learn how to create a “hypothesis,” how to get people to speak freely, how to best take notes on what they say, and how to share what you've learned with your team.
    Note: Online resource; Title from title screen (viewed March 30, 2017) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
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