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  • [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
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  • 1
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098140632 , 109814063X
    Language: Undetermined
    Pages: 1 online resource
    DDC: 658.8/4
    Keywords: Application service providers ; Computer service industry Customer services ; Software support ; Cloud computing ; Computer technical support ; Fournisseurs de services applicatifs ; Services informatiques ; Service à la clientèle ; Dépannage informatique ; Infonuagique
    Abstract: Software as a service (SaaS) is on the path to becoming the de facto model for building, delivering, and operating software solutions. Adopting the multi-tenant model of SaaS requires builders to take on a broad range of new architecture, implementation, and operational challenges. How data is stored, how resources are isolated, how tenants are authenticated, how microservices are built—these are all examples of areas that builders must consider when designing and creating SaaS offerings. This practical book equips SaaS builders and architects with a collection of patterns, strategies, and insights to help you bridge these technical and business challenges. Tod Golding, a global SaaS lead at AWS, provides you with an end-to-end view of SaaS architecture and development techniques for addressing the unique blend of challenges associated with building a robust SaaS solution that realizes its full potential.
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  • 2
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098108458 , 1098108450
    Language: Undetermined
    Pages: 1 online resource
    DDC: 004.67/82
    Keywords: Cloud computing ; Computer networks Management ; Computer network architectures ; Infonuagique ; Réseaux d'ordinateurs ; Gestion ; Réseaux d'ordinateurs ; Architectures
    Abstract: Cloud services and SaaS software permeate every company's IT landscape, requiring a shift from manually provisioned services to a more structured approach, with codification at its core. Terraform provides tools to manage the lifecycle of your IT landscape across thousands of different cloud providers and SaaS platforms. By defining your infrastructure as code you can safely and predictably make changes, modularize crucial building blocks, and create reusable service components. Each recipe in this cookbook addresses a specific problem and prefaces the solution with detailed insights into the "how" and "why". If you're just starting with Terraform and codified infrastructure, this book will help you create a solid foundation, on which you can build for years to come. If you're an advanced user, this guide will help you reaffirm your knowledge and take it to the next level, as you challenge yourself with more complex infrastructure, spread across multiple providers.
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  • 3
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098141929 , 109814192X
    Language: Undetermined
    Pages: 1 online resource
    DDC: 005.1
    Keywords: Amazon Web Services (Firm) ; Application software Development ; Web site development ; Logiciels d'application ; Développement ; Sites Web ; Développement
    Abstract: The adoption of serverless is on the rise, but until now, little guidance has been available for development teams that want to apply this technology on AWS. This definitive guide is packed with architectural, security, and data best practices and patterns for architects and engineers who want to build reliable enterprise-scale serverless solutions. Sheen Brisals, an AWS Serverless Hero, and Luke Hedger, an AWS Community Builder, outline the serverless adoption requirements for an enterprise, examine the development tools your team needs, and explain in depth the nuances of testing event-driven and distributed serverless services. You'll gain practical guidance for keeping up with change and learn how to build serverless solutions with sustainability in mind.
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  • 4
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 006.7/8
    Keywords: Amazon Web Services (Firm) Study guides Examinations ; Web services Study guides Examinations ; Cloud computing Study guides Examinations ; Electronic data processing personnel Certification ; Services Web ; Examens ; Guides de l'étudiant ; Infonuagique ; Examens ; Guides de l'étudiant ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Unlock your full potential of the AWS cloud and take your career to new heights with our comprehensive AWS Solutions Architect Associate Certification Video Course Series! Professionals who can design effective cloud solutions with AWS technologies are some of the most sought-after in today's IT industry, but AWS is challenging to learn with its vast ecosystem of capabilities. Getting certified as a Solutions Architect Associate is one of the best ways to review the latest concepts and best practices while validating your skills and knowledge of all that AWS has to offer. This video course series covers the four domains of the AWS Solutions Architect Associate exam. The first course in this series focuses on Domain #1, Design Secure Architecture. To prepare for this domain, you'll learn about things like encryption, identity and access management, the AWS Shared Responsibility model, and more. By the end of this course, you'll be equipped with strategies for securing your data, workloads, and applications with the right AWS resources and best practices. Through step-by-step guidance, invaluable exam tips, and dozens of quiz questions, AWS-certified expert Mark Wilkins will help you prepare to ace the AWS Solutions Architect Associate exam. Follow along in this course at your own pace and embark on your journey toward cloud excellence! What you'll learn and how you can apply it Understand the basic principles of securing access to AWS resources. Identify and evaluate different methods of access control available on AWS, including AWS Identity and Access Management (IAM), Security Groups, and Network Access Control Lists (NACLs). Apply best practices for securing access to AWS resources, including the principle of least privilege and the use of multi-factor authentication (MFA). Design and implement a secure access control strategy for AWS resources, including creating and managing IAM users, groups, and policies, configuring Security Groups and NACLs, and utilizing AWS Key Management Service (KMS) for secure key storage and management. Understand the basic principles of designing secure workloads and applications on AWS. Identify and evaluate different security mechanisms and services available on AWS, including Amazon GuardDuty, AWS WAF, AWS Shield, and AWS Firewall Manager. Design and implement a secure workload and application architecture on AWS, including utilizing AWS security services, implementing access control and authorization mechanisms, and performing security assessments and testing. Monitor and troubleshoot the security of workloads and applications on AWS, including identifying and resolving security incidents, implementing compliance and governance policies, and ensuring continuous security improvements. Understand the importance of data security controls in protecting sensitive data stored and processed on AWS. Identify the various types of data security controls available on AWS, including encryption, access control, monitoring, and auditing. Evaluate the appropriate data security controls needed based on the specific data and application requirements, compliance regulations, and organizational policies. Design and implement data encryption strategies for data at rest and data in transit using AWS services, such as AWS Key Management Service (KMS), Amazon S3 Server-Side Encryption, and AWS Certificate Manager. This course is for you because... You're a software engineer or architect looking to expand your career in the cloud. You have some experience in a cloud role, and would like to advance your career as a cloud solutions architect. You're an experienced Solutions Architect, DevOps or Systems Engineer, Technical Project Manager, or an Enterprise or Solutions Architect who wants to gain proficiency in AWS cloud solutions. Prerequisites: Understanding of cloud computing concepts, including the difference between public, private, and hybrid clouds. Familiarity with AWS services and tools, including compute, storage, database, and networking services, as well as management tools like AWS Management Console and the AWS CLI would be helpful. Basic knowledge of networking concepts, including IP addressing, subnets, routing, and security. Security and Compliance: Understanding of security and compliance best practices, including data encryption, and access control.
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  • 5
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098157760 , 1098157761
    Language: Undetermined
    Pages: 1 online resource
    DDC: 004.67/82
    Keywords: Cloud computing Security measures ; Infonuagique ; Sécurité ; Mesures
    Abstract: As the transformation to hybrid multicloud accelerates, businesses require a structured approach to securing their workloads. Adopting zero trust principles demands a systematic set of practices to deliver secure solutions. Regulated businesses, in particular, demand rigor in the architectural process to ensure the effectiveness of security controls and continued protection. This book provides the first comprehensive method for hybrid multicloud security, integrating proven architectural techniques to deliver a comprehensive end-to-end security method with compliance, threat modeling, and zero trust practices. This method ensures repeatability and consistency in the development of secure solution architectures. Architects will learn how to effectively identify threats and implement countermeasures through a combination of techniques, work products, and a demonstrative case study to reinforce learning. You'll examine: The importance of developing a solution architecture that integrates security for clear communication Roles that security architects perform and how the techniques relate to nonsecurity subject matter experts How security solution architecture is related to design thinking, enterprise security architecture, and engineering How architects can integrate security into a solution architecture for applications and infrastructure using a consistent end-to-end set of practices How to apply architectural thinking to the development of new security solutions About the authors Mark Buckwell is a cloud security architect at IBM with 30 years of information security experience. Carsten Horst with more than 20 years of experience in Cybersecurity is a certified security architect and Associate Partner at IBM. Stefaan Van daele has 25 years experience in Cybersecurity and is a Level 3 certified security architect at IBM.
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  • 6
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.1
    Keywords: Git (Computer file) ; Computer software Development ; Natural language generation (Computer science) ; Artificial intelligence Computer programs ; Natural language processing (Computer science) ; Génération automatique de texte ; Intelligence artificielle ; Logiciels ; Traitement automatique des langues naturelles
    Abstract: The landscape of programming is evolving with the growing importance of AI-assisted tools, and GitHub Copilot is at the forefront of this change, with over 1.3 million paid users. This collection of videos offers a practical approach to learning this valuable application, delving into key areas such as prompt engineering, the intricacies of refactoring, understanding regular expressions (regex), and the fundamentals of unit testing. You'll also gain hands-on experience through practical demonstrations, including the creation of a weather app.
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  • 7
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098167585 , 1098167589
    Language: Undetermined
    Pages: 1 online resource
    DDC: 777/.55
    Keywords: Digital video Editing ; Data processing ; Real-time data processing ; Artificial intelligence ; Vidéo numérique ; Montage ; Informatique ; Temps réel (Informatique) ; Intelligence artificielle ; artificial intelligence
    Abstract: Video is the most difficult type of digital media to process. Consumers and businesses create enormous amounts of video content every day, but much of its potential is wasted. That's because refining rich and meaningful video content has typically been a slow, manual process that involves video editors and designers toiling away on high-end computers. Until now. This report reveals the building blocks of a real-time video pipeline that will help software engineers make videos with more context, smart editing, useful information density, and higher production values—without wasting hours in Adobe After Effects. Author Pauli Olavi Ojala takes you through the automatic production of high-quality videos and introduces types of cost-efficient AI processing that can extract value from large amounts of raw video material.
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  • 8
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.1
    Keywords: Git (Computer file) ; Computer software Development ; Coding theory ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: The landscape of programming is evolving with the growing importance of AI-assisted tools, and GitHub Copilot is at the forefront of this change, with over 1.3 million paid users. This collection of videos offers a practical approach to learning this valuable application, delving into key areas such as prompt engineering, the intricacies of refactoring, understanding regular expressions (regex), and the fundamentals of unit testing. You'll also gain hands-on experience through practical demonstrations, including the creation of a weather app.
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  • 9
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.1
    Keywords: Git (Computer file) ; Computer programming ; Computer software Development ; Programmation (Informatique) ; computer programming ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: The landscape of programming is evolving with the growing importance of AI-assisted tools, and GitHub Copilot is at the forefront of this change, with over 1.3 million paid users. This collection of videos offers a practical approach to learning this valuable application, delving into key areas such as prompt engineering, the intricacies of refactoring, understanding regular expressions (regex), and the fundamentals of unit testing. You'll also gain hands-on experience through practical demonstrations, including the creation of a weather app.
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  • 10
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.1
    Keywords: Git (Computer file) ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: The landscape of programming is evolving with the growing importance of AI-assisted tools, and GitHub Copilot is at the forefront of this change, with over 1.3 million paid users. This collection of videos offers a practical approach to learning this valuable application, delving into key areas such as prompt engineering, the intricacies of refactoring, understanding regular expressions (regex), and the fundamentals of unit testing. You'll also gain hands-on experience through practical demonstrations, including the creation of a weather app.
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  • 11
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 audio file)
    DDC: 005.3
    Keywords: Application software Development ; Computer programs ; Application program interfaces (Computer software) ; Cloud computing ; Logiciels d'application ; Développement ; Logiciels ; Interfaces de programmation d'applications ; APIs (interfaces) ; Audiobooks ; Livres audio
    Abstract: Cloud native technologies allow you to build scalable, resilient, and novel software architectures with idiomatic backend systems. Cloud native observability, on the other hand, measures how well you understand the total state of your system, with all of the complexities of highly interlinked, flexible, and scalable components running in containers on a microservices architecture in the cloud. With this insightful guide, authors Kenichi Shibata, Rob Skillington, and Martin Mao take you through the differences between traditional and cloud native system observability. SREs, cloud native engineers, CIOs, and CTOs will learn that while many principles of cloud native and traditional systems are similar, highly scalable and dynamic cloud native systems present unique challenges to overcome. In four succinct chapters, this audiobook helps you explore: Cloud native's impact on observability: Learn how interlinked, highly flexible, and dynamic cloud native systems present new observability challenges. Challenges of cloud native in the real world: Understand performance on growing observability data. Observability data growth and complexity: Learn the impact of uncontrolled data growth and weigh practical mitigation strategies. Implementations of open source cloud native telemetry standards: Explore the rise of de facto standards like Prometheus, OpenTelemetry, and more.
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  • 12
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098169664 , 1098169662
    Language: Undetermined
    Pages: 1 online resource
    Series Statement: Shortcuts
    DDC: 006.7
    Keywords: Web site development ; Rust (Computer program language) ; Sites Web ; Développement ; Rust (Langage de programmation)
    Abstract: WebAssembly (WASM) is a collection of standards for facilitating safe, fast, portable code, deployable into almost any modern runtime environment—browser, server, cloud, edge, embedded. These shortcuts will allow you to put WASM into action and experience how it could impact every aspect of how we build software.
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  • 13
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.1
    Keywords: Git (Computer file) ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: The landscape of programming is evolving with the growing importance of AI-assisted tools, and GitHub Copilot is at the forefront of this change, with over 1.3 million paid users. This collection of videos offers a practical approach to learning this valuable application, delving into key areas such as prompt engineering, the intricacies of refactoring, understanding regular expressions (regex), and the fundamentals of unit testing. You'll also gain hands-on experience through practical demonstrations, including the creation of a weather app.
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  • 14
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.1
    Keywords: Git (Computer file) ; Computer software Development ; Application software Development ; Logiciels d'application ; Développement ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: The landscape of programming is evolving with the growing importance of AI-assisted tools, and GitHub Copilot is at the forefront of this change, with over 1.3 million paid users. This collection of videos offers a practical approach to learning this valuable application, delving into key areas such as prompt engineering, the intricacies of refactoring, understanding regular expressions (regex), and the fundamentals of unit testing. You'll also gain hands-on experience through practical demonstrations, including the creation of a weather app.
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  • 15
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.1
    Keywords: Git (Computer file) ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: The landscape of programming is evolving with the growing importance of AI-assisted tools, and GitHub Copilot is at the forefront of this change, with over 1.3 million paid users. This collection of videos offers a practical approach to learning this valuable application, delving into key areas such as prompt engineering, the intricacies of refactoring, understanding regular expressions (regex), and the fundamentals of unit testing. You'll also gain hands-on experience through practical demonstrations, including the creation of a weather app.
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  • 16
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.1
    Keywords: Git (Computer file) ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: The landscape of programming is evolving with the growing importance of AI-assisted tools, and GitHub Copilot is at the forefront of this change, with over 1.3 million paid users. This collection of videos offers a practical approach to learning this valuable application, delving into key areas such as prompt engineering, the intricacies of refactoring, understanding regular expressions (regex), and the fundamentals of unit testing. You'll also gain hands-on experience through practical demonstrations, including the creation of a weather app.
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  • 17
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.1
    Keywords: Git (Computer file) ; Computer software Development ; Computer software Testing ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: The landscape of programming is evolving with the growing importance of AI-assisted tools, and GitHub Copilot is at the forefront of this change, with over 1.3 million paid users. This collection of videos offers a practical approach to learning this valuable application, delving into key areas such as prompt engineering, the intricacies of refactoring, understanding regular expressions (regex), and the fundamentals of unit testing. You'll also gain hands-on experience through practical demonstrations, including the creation of a weather app.
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  • 18
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.1
    Keywords: Git (Computer file) ; Computer software Development ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: The landscape of programming is evolving with the growing importance of AI-assisted tools, and GitHub Copilot is at the forefront of this change, with over 1.3 million paid users. This collection of videos offers a practical approach to learning this valuable application, delving into key areas such as prompt engineering, the intricacies of refactoring, understanding regular expressions (regex), and the fundamentals of unit testing. You'll also gain hands-on experience through practical demonstrations, including the creation of a weather app.
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  • 19
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 004.67/82
    Keywords: Microsoft Azure (Computing platform) ; Cloud computing Study guides Examination ; Microsoft Azure (Plateforme informatique) ; Infonuagique ; Examen ; Guides de l'étudiant ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Many organizations are moving some or all of their on-premises network resources to the cloud, and for Microsoft shops, that often means Microsoft Azure. IT professionals who are grounded in on-premises networking need to develop their cloud management skills and prove those skills to their employers. This training explains the Microsoft Certified Azure Administrator certification, outlines the key topics of virtual networking and virtual machines, walks through demos of the activities that candidates will be expected to understand, previews what to expect in the exam, and offers tried-and-true study tips honed through years of taking and writing Microsoft courses. What you'll learn and how you can apply it In combination with the course Azure Administrator Associate (AZ-104): Managing Identity, Security, Storage, and Governance, you'll learn the fundamentals needed to pass the AZ-104 Microsoft certification course Understand how the Azure Administrator certification fits into Microsoft's certification path, and be aware of some best practices for taking the exam Understand how to create, modify, manage, and monitor Azure virtual machines Understand how to create, modify, manage, and monitor Azure virtual networks This course is for you because... You are (or hope to be) an IT administrator in an organization moving to Azure. You work with virtual machines and cloud services in a Microsoft shop. You wish to become a certified Azure Administrator Associate (MC:AAA) via the Microsoft AZ-104 exam. You're a developer who wishes to understand the basic administrative context of the environment for your Azure-based apps. Prerequisites: Basic familiarity with Windows and Windows networking Basic familiarity with virtualization Basic familiarity with PowerShell.
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  • 20
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 658.4/04
    Keywords: Agile project management ; Gestion de projet agile ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Scrum 101 is a short video course that provides an overview of the Scrum framework. It introduces you to the terminology and concepts associated with Scrum--from Scrum as a framework, to sprint planning, and to potentially releasable product increments. The course explains the fundamentals of this framework starting with the five values. It covers the different roles as well as the different ceremonies that are crucial to making Scrum work like the Daily Scrum and Sprint Planning. You'll also learn about artifacts such as the product backlog. Finally, you'll understand how Scrum helps you improve efficiency & quality with timeboxing, definition of done, and backlog refinement. This course is the perfect introduction to Scrum, and can also help you review and refresh your knowledge. What you'll learn and how to apply it By the end of this course, the learner should understand the three scrum roles and how they interact, the function of core scrum ceremonies, and commonly used scrum artifacts. This course is for you because You're a member of a scrum team and want an overview of the scrum framework. You're an experienced member of a scrum team and want a review of key roles, ceremonies, and artifacts. You want to improve your efficiency and quality on projects.
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  • 21
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098138707 , 1098138708
    Language: Undetermined
    Pages: 1 online resource
    DDC: 005.2/5
    Keywords: Mobile apps Programming ; JavaScript (Computer program language) ; Mobile computing Programming ; Applications mobiles ; Programmation ; JavaScript (Langage de programmation) ; Informatique mobile ; Programmation
    Abstract: When it comes to building user interfaces on the web, React enables web developers to unlock a new world of possibilities. This practical book helps you take a deep dive into fundamental concepts of this JavaScript library, including JSX syntax and advanced patterns, the virtual DOM, React reconciliation, and advanced optimization techniques. By becoming fluent in React, you'll quickly learn how to build better web applications. Author Tejas Kumar helps you explore the depths of React in plain English, without the typical software engineering jargon, so you can more easily understand how this JavaScript library works. You'll learn how to write intuitive React code that fully understands the nuances and layers of React, unlocking a whole new level of fluency.
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  • 22
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 audio file)
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  • 23
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 audio file)
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  • 24
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098172190 , 1098172191
    Language: Undetermined
    Pages: 1 online resource
    DDC: 302.2/22
    Keywords: Nonverbal communication ; Communication non verbale
    Abstract: Communication is a multifaceted skill that facilitates the flow of information and collaboration in the workplace. These shortcuts provide concise, actionable guidance on how to improve your skills across different communication types and channels, helping you become a more efficient, persuasive, and effective communicator.
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  • 25
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098171230 , 1098171233
    Language: Undetermined
    Pages: 1 online resource
    DDC: 006.7/6
    Keywords: Web site development Computer programs ; Application software Development ; Assembly languages (Electronic computers) ; Sites Web ; Systèmes-auteur ; Logiciels d'application ; Développement ; Langage assembleur (Langage de programmation)
    Abstract: WebAssembly (WASM) is a collection of standards for facilitating safe, fast, portable code, deployable into almost any modern runtime environment--browser, server, cloud, edge, embedded. These shortcuts will allow you to put WASM into action and experience how it could impact every aspect of how we build software.
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  • 26
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098172091 , 1098172094
    Language: Undetermined
    Pages: 1 online resource
    DDC: 650.14/2
    Keywords: ChatGPT ; Applications for positions Computer programs ; Demandes d'emploi ; Logiciels
    Abstract: ChatGPT Shortcuts shows future prompt engineers how to harness the full potential of the state-of-the-art AI model through practical tips, real-world examples, and expert guidance. The shortcuts in this collection help users leverage ChatGPT and all of its latest features as a dynamic AI tool for writing, generating art, coding, and app development. For those looking to take their ChatGPT skills to the next level, these shortcuts teach the techniques and strategies of prompt engineering that have been fine-tuned by others and push this powerful AI model to produce the best results with the least amount of effort.
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    ISBN: 9781098169862 , 1098169867
    Language: Undetermined
    Pages: 1 online resource
    DDC: 001.4/226
    Keywords: Tableau (Computer file) ; Information visualization Computer programs ; Visualisation de l'information ; Logiciels
    Abstract: Tableau is one of today's most powerful business intelligence analytics and data visualization tools. It empowers people across the organization to see and understand data for better business decision-making. These Shortcuts will provide you with simple tips and tricks for creating charts, dashboards, and stories that turn data into actionable insights.
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    ISBN: 9781098169336 , 1098169336
    Language: Undetermined
    Pages: 1 online resource
    DDC: 005.8/8
    Keywords: Malware (Computer software) ; Extortion ; Computer security ; Computer crimes ; Logiciels malveillants ; Sécurité informatique ; Criminalité informatique
    Abstract: Ransomware poses an existential threat to organizations of all sizes in any vertical. These attacks are extremely lucrative, with ransom demands and recovery costs bleeding victim organizations out of millions of dollars. This book provides an overview of the ransomware economy, including the threat that this complex attack ecosystem poses to organizations, and reveals how you can best prepare to be resilient in the face of this threat and remain operational. Authors Ryan Golden and Anthony M. Freed, from the anti-ransomware and cyber resilience platform provider Halcyon, examine the makeup of the ransomware economy, how ransomware-as-a-service (RaaS) groups operate, the advent of specialists like initial access brokers (IABs) and RaaS affiliates, why ransomware attacks are so successful. They also explain how ransomware operators don't just encrypt systems and data and then ask for a ransom payment. Instead, they first steal sensitive data and use it for additional leverage to compel payment. For many organizations, exposure of customer data has regulatory implications that can lead to lawsuits and fines. Don't let this happen to your company. Ryan Golden, CMO at anti-ransomware innovator Halcyon, has a strong background in marketing and leadership roles across the security industry. Anthony M. Freed, director of communications and threat research at Halcyon, is an award-winning writer and producer who previously authored ground-breaking investigations as a freelance security journalist.
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    ISBN: 9781098171377 , 1098171373
    Language: Undetermined
    Pages: 1 online resource
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Web site development ; Python (Langage de programmation) ; Sites Web ; Développement
    Abstract: Build your knowledge of Python with this Shortcuts collection. Focusing on common problems involving text manipulation, many of these tasks can be solved using built-in methods of strings. More complicated operations may require regular expressions or the creation of a full-fledged parser.
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  • 33
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 004.67/82
    Keywords: Microsoft Azure (Computing platform) Security measures ; Cloud computing Security measures ; Information technology Management ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Microsoft Azure is a globally distributed cloud service, but companies around the world using Azure have to meet varying compliance commitments depending on the country or industry they operate in. For instance, when dealing with data belonging to European Union citizens, it is necessary to prevent the transfer of that data outside of the EU. Not only do organizations need to be aware of these requirements, but there are also several best practices they should enforce on their Azure resources, as well. As you build your corporate policy and establish governance strategies, you can take advantage of built-in services like Azure Policy to enforce and automate your company's governance decisions. In this course, expert Reza Salehi helps you navigate the complexities of governance and compliance by exploring Azure Policy, a service that helps you enforce and automate governance decisions and organizational standards in your Azure subscriptions. By the end of this course, you'll know how to use built-in and custom policies in Microsoft Azure, and ensure that your Azure environment is secure, compliant, and optimized for success. What you'll learn and how you can apply it Azure subscription compliance and governance Why Azure Policy can help and how to use it How to identify the right Policy for a given scenario How to assign a built-in Azure Policy How to create and assign a custom policy How to create an Azure Policy Initiative for ease of management This course is for you because... You're a software developer, architect, administrator, or manager. You work with companies interested in (or already using) Microsoft Azure. You want to become a cloud developer, design data storage solutions hosted in the cloud, or manage a team of cloud engineer. Prerequisites: Have a fundamental understanding of cloud computing and Microsoft Azure Preferably, having experience working as an Azure developer, solution infrastructure professional, or administrator Recommended follow-up: Watch AZ-104: Microsoft Azure Administrator Full Course (video course).
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  • 34
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 006.3
    Keywords: Artificial intelligence ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: The next generation of AI is poised to revolutionize how governments carry out their mission. New advancements in generative AI models and tools like ChatGPT are being explored to enable real-time communication, automate services, simplify processes, reduce inefficiencies, and collect intelligence data. Join leading experts in the field to explore the latest generative AI tools, techniques, and real-world use cases shaping the future of government. What you'll learn and how you can apply it Explore the latest developments in generative AI, how the government is responding, and how to navigate complex regulatory environments Learn how to harness the power of generative AI without compromising the security of confidential government data Uncover the latest techniques being used to analyze AI infrastructures in over 50 countries Discover how to implement AI-powered predictive and recommendation systems to improve and streamline government services This live course is for you because... You're an AI practitioner who wants to broaden your skill set and explore ways in which you can apply your knowledge to the public sector. You're a government employee who wants to explore the latest advancements in AI technology. You're a government official who wants to implement AI technology into your agency. Recommended follow-up: Read Prompt Engineering for Generative AI (early release book) Read Developing Apps with GPT-4 and ChatGPT (book) Read Low-Code AI (book) Watch ChatGPT: Possibilities and Pitfalls (video) Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.
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    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 658.4/56
    Keywords: Business meetings ; Réunions d'affaires ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: 1:1s can be a challenge for managers and direct reports due to a lack of structure, emergent trust, or meaningful action inspired by the meetings. This course teaches managers the fundamentals of effective 1:1s and shows them how by implementing specific, recommended practices they can enhance communication, collaboration, and trust on their teams. The course is divided into 2 parts covering the following topics: 1) the fundamentals of 1:1s: what they are, why they matter, and their the benefits; 2) Recommended practices for how to structure the time; 3) How to evaluate 1:1s, including challenges and pitfalls; 4) A successful case study showing how they help improve teams, including bonus tips for engineers managing up. What you'll learn and how you can apply it How to structure the 1:1 meeting to enhance communication and collaboration with their direct report Specifics around scheduling, timing, cadence, how to prepare, how to follow-up, and the kinds of questions to ask Articulate to direct reports how this change in structure will benefit both of them, and the team How to reflect on and evaluate their use of the 1:1s with specific questions based on their experience This course is for you because... You're an engineering manager interested in learning how to structure 1:1 meetings so that they are an effective use of your time and your engineer's time You're an engineer interested in learning how to effectively prepare for your meeting with your manager/how to manage up You want to improve your communication, collaboration, and organization skills You want to use 1:1s to ensure that you are discussing and taking action on the team's most important priorities.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098166045 , 1098166043
    Language: Undetermined
    Pages: 1 online resource
    Series Statement: Shortcuts
    DDC: 006.3
    Keywords: Google (Firm) ; Artificial intelligence Computer programs ; Electronic mail messages ; Electronic mail systems Computer programs ; Cloud computing ; Intelligence artificielle ; Logiciels ; Courrier électronique ; Courrier électronique ; Logiciels ; Infonuagique ; electronic mail
    Abstract: Duet AI brings the power of generative AI to Google Workspace. Integrated across all Google Workspace apps, from Google Docs and Sheets to Slides and Gmail, Duet AI enhances business workflows and productivity by enabling text generation and summarization, image generation from prompts, data organization, and much more. Duet AI Shortcuts will tap into the experience of experts in the field to share quick lessons for overcoming pitfalls and using Duet AI to its fullest potential. Each shortcut can be read in just a few minutes, but can save hours of searching for the right answers. If you want to effectively use Duet AI, you'll find the technical edge you're looking for with these Duet AI Shortcuts.
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    ISBN: 9781098157524 , 1098157524
    Language: Undetermined
    Pages: 1 online resource
    DDC: 005.7/3
    Keywords: Data structures (Computer science) ; Computer programming ; Cloud computing ; Structures de données (Informatique) ; Programmation (Informatique) ; Infonuagique ; computer programming
    Abstract: Today's massive datasets represent an unprecedented opportunity for organizations to build data-intensive applications. With this report, product leads, architects, and others who deal with applications and application development will explore why a cloud data platform is a great fit for data-intensive applications. You'll learn how to carefully consider scalability, data processing, and application distribution when making data app design decisions. Cloud data platforms are the modern infrastructure choice for data applications, as they offer improved scalability, elasticity, and cost efficiency. With a better understanding of data-intensive application architectures on cloud-based data platforms and the best practices outlined in this report, application teams can take full advantage of advances in data processing and app distribution to accelerate development, deployment, and adoption cycles.
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    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.3
    Keywords: Application program interfaces (Computer software) ; Application software Development ; Interfaces de programmation d'applications ; Logiciels d'application ; Développement ; APIs (interfaces) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Following up on the themes explored during our API Day event in the early spring, APIs: Possibilities and Pitfalls now takes exploring APIs to the next step, with future-thinking insights on important and innovative APIs and techniques for API-driven development, integrating machine learning models, and platform engineering. Join host Jean Yang and some of the top experts in the field to learn how to leverage APIs to build new products, increase productivity, and more. Whether you're a machine learning engineer, business leader, security analyst, developer, or software architect, these practical sessions will help you understand APIs at a deeper level to build resilient, secure, and future-proof applications as part of the API economy. What you'll learn and how you can apply it Learn how the API economy is driving and transforming internal developer platforms Understand how to design, build, integrate, and secure APIs Determine your API strategy for integrating generative AI into your product This live event is for you because... You're a software architect looking to effectively integrate APIs into your architecture. You're a software developer who needs strategies for successfully choosing and integrating APIs, as well as the skills and tools for building robust and scalable APIs. You're part of an ops team dealing with the integration, governance, management, and automation of APIs and the applications using them. You're a security analyst who wants to better understand how to combat the threat presented by recent increases in API attacks. You're a business leader looking to lead and accelerate your digital transformation efforts. You're a web or application developer faced with overwhelming choice, security challenges, and a rapidly changing future landscape of Web APIs. Recommended follow-up: Read Mastering API Architecture (book) Read RESTful Web API Patterns and Practices Cookbook (book) Read Continuous API Management, second edition (book) Read Designing Web APIs: Building the APIs that Developers Love (book).
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  • 39
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098122072 , 1098122070
    Language: English
    Pages: 1 online resource (25 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.13/3
    Keywords: Go (Computer program language) ; Open source software Programming ; Computer programming ; Electronic books ; Go (Langage de programmation) ; Logiciels libres - Programmation ; Programmation (Informatique) ; computer programming
    Abstract: Go is an increasingly popular language for programming everything from web applications to distributed network services. This practical guide provides recipes to help you unravel common problems and perform useful tasks when working with Go. Each recipe includes self-contained code solutions that you can freely use, along with a discussion of how and why they work. Programmers new to Go can quickly ramp up their knowledge while accomplishing useful tasks, and experienced Go developers can save time by cutting and pasting proven code directly into their applications. Recipes include: Creating a module; Calling code from another module; Returning and handling an error; Converting strings to numbers (or converting numbers to strings); Modifying multiple characters in a string; Creating substrings from a string; Capturing string input; And so much more.--Back cover
    Note: Online resource; Title from title page (viewed July 25, 2023) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098156268 , 1098156269
    Language: Undetermined
    Pages: 1 online resource
    DDC: 025.04252
    Keywords: Search engines ; Machine learning ; Natural language processing (Computer science) ; Moteurs de recherche ; Apprentissage automatique ; Traitement automatique des langues naturelles ; search engines
    Abstract: When you look at operational analytics and business data analysis activities—such as log analytics, real-time application monitoring, website search, observability, and more—effective search functionality is key to identifying issues, improving customers experience, and increasing operational effectiveness. How can you support your business needs by leveraging ML-driven advancements in search relevance? In this report, authors Jon Handler, Milind Shyani, Karen Kilroy help executives and data scientists explore how ML can enable ecommerce firms to generate more pertinent search results to drive better sales. You'll learn how personalized search helps you quickly find relevant data within applications, websites, and data lake catalogs. You'll also discover how to locate the content available in CRM systems and document stores. With advancements in ML-driven search, businesses can realize even more benefits and improvements in their data and document search capabilities to better support their own business needs and the needs of their customers.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.1/4
    Keywords: Computer software Testing ; Computer software Quality control ; Logiciels ; Qualité ; Contrôle ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Maintaining software quality through testing is important for software delivery to occur frequently and safely. But testing is a broad concept that can be applied in a variety of methods across organizations. This course gives the learner a comprehensive understanding of the fundamentals of software quality through testing including DevOps and Agile principles, testing implementations, what tests should be automated and what should not, how to implement different quality gates, and how to test architecture characteristics. Join expert Thayse Onofrio to understand why all software engineers benefit from making quality a priority, and understanding key aspects to ensure that happens. Learn how to introduce quicker feedback loops and add multiple quality gates in the deployment process. See how agile processes and practices including TDD, BDD, and acceptance testing can be implemented, the benefits of shift-left testing, and how to convince your team of the importance of making quality a part of their development process. You will understand how relying on just one role to ensure quality can introduce numerous risks into your software and why quality is everyone's job. What you'll learn and how you can apply it Gain a comprehensive understanding of the fundamentals of software quality including DevOps and Agile principles, testing implementations, what should be automated and what should not, how to implement different quality gates, and how to test architecture characteristics Discuss and integrate different processes that will enable them to get quicker feedback and improve the overall quality of the software they are building Understand how to implement TDD, BDD, and acceptance testing Create or improve a testing culture and how to communicate the value of building quality in This course is for you because... You lead or are part of a software development team and want to have more confidence in the product you're building and fewer issues in production. You're in a quality-related role and want to better integrate with the development team. You're on the path to becoming a software engineer or quality analyst and want to learn the best practices. Prerequisites: Basic understanding of Agile Recommended follow-up: Read Full Stack Testing (book).
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (54 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory. Engineers, data scientists, and students alike will examine mathematical topics critical for AI--including regression, neural networks, optimization, backpropagation, convolution, Markov chains, and more--through popular applications such as computer vision, natural language processing, and automated systems. And supplementary Jupyter notebooks shed light on examples with Python code and visualizations. Whether you're just beginning your career or have years of experience, this book gives you the foundation necessary to dive deeper in the field. Understand the underlying mathematics powering AI systems, including generative adversarial networks, random graphs, large random matrices, mathematical logic, optimal control, and more Learn how to adapt mathematical methods to different applications from completely different fields Gain the mathematical fluency to interpret and explain how AI systems arrive at their decisions
    Note: Online resource; Title from title page (viewed February 25, 2023) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098107499 , 1098107497
    Language: English
    Pages: 1 online resource (66 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.75/65
    Keywords: Database management Software ; Data mining Software ; Electronic books ; local ; Electronic books
    Abstract: Analytics projects are frequently long-drawn-out affairs, requiring multiple teams and skills to clean, join, and eventually turn data into analysis for timely decision-making. Alteryx Designer changes all of that. With this low-code, self-service, drag-and-drop workflow platform, new and experienced data and business analysts can deliver results in hours instead of weeks. This practical book shows you how to master all areas of Alteryx Designer quickly. Author and Alteryx ACE Joshua Burkhow starts with the basics of building a workflow, then introduces more than 200 tools for working with intermediate and advanced analytics functionality. With Alteryx Designer's all-in-one toolkit, you'll migrate from legacy analytics software or Excel with ease. Ready to work with data quickly and efficiently? This guide gets you started. Learn the fundamentals of cleaning, prepping, and analyzing data with Alteryx Designer Install, navigate, and quickly become competent with the Alteryx Designer layout and functionality Construct accurate, performant, reliable, and well-documented workflows that automate business processes Learn intermediate techniques using spatial analytics, reporting, and in-database tools Dive into advanced Alteryx capabilities, including predictive and machine learning tools Get introduced to the entire Alteryx Analytic Process Automation (APA) Platform
    Note: Online resource; Title from title page (viewed March 25, 2023) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (26 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: With the accelerating speed of business and the increasing dependence on technology, companies today are significantly changing the way they build in-house business solutions. Many now use low-code and no code technologies to help them deal with specific issues, but that's just the beginning. With this practical guide, power users and developers will discover ways to resolve everyday challenges by building end-to-end solutions with the Microsoft Power Platform. Author Jason Rivera, who specializes in SharePoint and the Microsoft 365 solution architecture, provides a comprehensive overview of how to use the Power Platform to build end-to-end solutions that address tactical business needs. By learning key components of the platform, including Power Apps, Power Automate, and Power BI, you'll be able to build low-code and no code applications, automate repeatable business processes, and create interactive reports from available data. Learn how the Power Platform apps work together Incorporate AI into the Power Platform without extensive ML or AI knowledge Create end-to-end solutions to solve tactical business needs, including data collection, process automation, and reporting Build AI-based solutions using Power Virtual Agents and AI Builder
    Note: Online resource; Title from title page (viewed March 25, 2023) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (90 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Kubernetes has become the primary platform for deploying and managing cloud native applications. But because it was originally designed for stateless workloads, working with data on Kubernetes has been challenging. If you want to avoid the inefficiencies and duplicative costs of having separate infrastructure for applications and data, this practical guide can help. Using Kubernetes as your platform, you'll discover open source technologies that are designed and built for the cloud. Delve into case studies to avoid the pitfalls others have faced and explore new use cases. Get an insider's view of what's coming from the innovators who are creating next-generation architectures and infrastructure. And you'll learn how to: Manage different data use cases on Kubernetes Reduce costs and simplify application development Leverage data and infrastructure to create new use cases and business models Make data infrastructure choices that are cost-efficient, secure, scalable, and elastic And more
    Note: Online resource; Title from title page (viewed January 25, 2023) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (166 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP. Through the course of this updated second edition, you'll work through a sample business decision by employing a variety of data science approaches. Follow along by implementing these statistical and machine learning solutions in your own project on GCP, and discover how this platform provides a transformative and more collaborative way of doing data science. You'll learn how to: Employ best practices in building highly scalable data and ML pipelines on Google Cloud Automate and schedule data ingest using Cloud Run Create and populate a dashboard in Data Studio Build a real-time analytics pipeline using Pub/Sub, Dataflow, and BigQuery Conduct interactive data exploration with BigQuery Create a Bayesian model with Spark on Cloud Dataproc Forecast time series and do anomaly detection with BigQuery ML Aggregate within time windows with Dataflow Train explainable machine learning models with Vertex AI Operationalize ML with Vertex AI Pipelines
    Note: Online resource; Title from title page (viewed January 25, 2023) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (70 pages)
    Edition: 1st edition
    DDC: 004
    Keywords: Information technology ; Information retrieval ; Databases ; Data mining ; Electronic books
    Abstract: As an aspiring data scientist, you appreciate why organizations rely on data for important decisions--whether it's for companies designing websites, cities deciding how to improve services, or scientists discovering how to stop the spread of disease. And you want the skills required to distill a messy pile of data into actionable insights. We call this the data science lifecycle: the process of collecting, wrangling, analyzing, and drawing conclusions from data. Learning Data Science is the first book to cover foundational skills in both programming and statistics that encompass this entire lifecycle. It's aimed at those who wish to become data scientists or who already work with data scientists, and at data analysts who wish to cross the "technical/nontechnical" divide. If you have a basic knowledge of Python programming, you'll learn how to work with data using industry-standard tools like pandas. Refine a question of interest to one that can be studied with data Pursue data collection that may involve text processing, web scraping, etc. Glean valuable insights about data through data cleaning, exploration, and visualization Learn how to use modeling to describe the data Generalize findings beyond the data
    Note: Online resource; Title from title page (viewed May 25, 2023) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (75 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Advances in machine learning techniques, the cloud, and the ability to leverage hardware acceleration have changed the way we work with data — adding entirely new capabilities and business models to the mix. But the demand for processing training data has outpaced the increase in computation power. This practical and comprehensive guide will show you how to distribute your machine learning workload across multiple machines and turn centralized systems into distributed ones. Machine Learning with Spark examines various technologies for building end-to-end distributed machine learning platforms based on the Apache Spark ecosystem with Spark MLlib, TensorFlow, Horovod, PyTorch, and more. This book shows you when to use each technology and why. You'll also learn how to: Build efficient parallelization of the training process Create a coherent model Leverage a set of open source tools to build scalable end-to-end ML platform Enable more advanced, tailor-made products Use distributed ML techniques to increase the quality of predictions and ML modules Design practical distributed machine learning systems
    Note: Online resource; Title from title page (viewed February 25, 2023) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (38 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators. In this book, authors Holden Karau and Boris Lublinsky show you how to scale existing Python applications and pipelines, allowing you to stay in the Python ecosystem while avoiding single points of failure and manual scheduling. If your data processing has grown beyond what a single computer can handle, this book is for you. Written by experienced software architecture practitioners, Scaling Python with Ray is ideal for software architects and developers eager to explore successful case studies and learn more about decision and measurement effectiveness. This book covers distributed processing (the pure Python implementation of serverless) and shows you how to: Implement stateful applications with Ray actors Build workflow management in Ray Use Ray as a unified platform for batch and streaming Implement advanced data processing with Ray Apply microservices with Ray platform Implement reliable Ray applications
    Note: Online resource; Title from title page (viewed June 25, 2023) , Mode of access: World Wide Web.
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  • 50
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (66 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Get started with Ray, the open source distributed computing framework that greatly simplifies the process of scaling compute-intensive Python workloads. With this practical book, Python programmers, data engineers, and data scientists will learn how to leverage Ray locally and spin up compute clusters. You'll be able to use Ray to structure and run machine learning programs at scale. Authors Max Pumperla, Edward Oakes, and Richard Liaw show you how to build reinforcement learning applications that serve trained models with Ray. You'll understand how Ray fits into the current landscape of data science tools and discover how this programming language continues to integrate ever more tightly with these tools. Distributed computation is hard, but with Ray you'll find it easy to get started. Learn how to build your first distributed application with Ray Core Conduct hyperparameter optimization with Ray Tune Use the Ray RLib library for reinforcement learning Manage distributed training with the RaySGD library Use Ray to perform data processing Learn how work with Ray Clusters and serve models with Ray Serve Build an end-to-end machine learning application with Ray
    Note: Online resource; Title from title page (viewed April 25, 2023) , Mode of access: World Wide Web.
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  • 51
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 005.74
    Keywords: Blockchains (Databases) ; Computer security ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The Certified Blockchain Security Professional program provides existing internet and software security professionals with a depth of knowledge in blockchain technology, security vulnerabilities and the risk mitigations necessary for the launch and longevity of a blockchain application. What you'll learn and how you can apply it By the end of this course, you'll understand: Security programming basics Basic blockchain security and how to distinguish it from standard network security How to use tools required to build security features How to employ security practices illustrated And you'll be able to: Understand distributed ledger technology (DLT). Fully describe distribution, consensus, and immutability. Understand Blockchain vulnerabilities, and remediation. Tactics on securing Blockchain data and preventing attacks. This course is for you because... You're interested in the distributed ledger emerging technology. You work in IT, and you want to understand the solutions Blockchain delivers. You want to add to your current skill set and become a leader in Blockchain and emerging technology. Prerequisites: Basic knowledge of web applications and the Internet.
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  • 52
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098166182 , 1098166183
    Language: Undetermined
    Pages: 1 online resource
    Series Statement: Shortcuts
    DDC: 005.1
    Keywords: Git (Computer file) ; Computer software Development
    Abstract: Using GitHub Copilot can feel like magic. The tool automatically fills out entire blocks of code--but knowing exactly how to leverage it requires true skill. Github Copilot Shortcuts taps into the experience of some of the greatest programming experts of our time to share tips for overcoming pitfalls and integrating Copilot into your software development practices to use it to its fullest potential. Each shortcut can be read in just a few minutes, but can save hours of searching for the right answers. Written by experts for intelligent, advanced users, one shortcut takes a focused look at one practice or technique that can transform how you work. If you want to effectively use Copilot you'll find the technical edge you're looking for in Github Copilot Shortcuts.
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  • 53
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098166236 , 109816623X
    Language: Undetermined
    Pages: 1 online resource
    Series Statement: Shortcuts
    DDC: 005
    Keywords: Google Bard ; Chatbots ; Charts, diagrams, etc ; Artificial intelligence Computer programs ; Tableaux, graphiques, etc ; Intelligence artificielle ; Logiciels ; diagrams
    Abstract: Bard AI is Google's answer to real time AI power. Unlike its well-known technological relative, ChatGPT, Bard is trained on an infiniset of data and can access the internet in real time. This makes it a powerful tool for anything other major LLMs can do, as well as contemporary research and working with cutting-edge technologies. Bard AI Shortcuts will tap into the experience of some of the greatest experts of our time to share quick lessons for overcoming pitfalls, writing effective prompts, and using Bard AI to its fullest potential. Each shortcut can be read in just a few minutes, but can save hours of searching for the right answers. If you want to effectively use Bard AI, you'll find the technical edge you're looking for with these Bard AI Shortcuts.
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  • 54
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 658.4/04
    Keywords: Engineering Personnel management ; Engineering personnel ; Engineering Management ; Engineering ; Management ; Engineering personnel ; Instructional films ; Nonfiction films ; Internet videos ; Instructional films ; Nonfiction films ; Internet videos ; Ingénierie ; Personnel ; Direction ; Personnel en ingénierie ; Ingénierie ; Gestion ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: If you recently transitioned from an engineering role to a people manager, you may be struggling with the psychological shift that comes with pivoting your focus from computer science to people science. But even if you've managed the move so far with ease, or are already a seasoned technical leader, continuing to practice a few key techniques can ensure you feel more prepared and confident leading your technical team. This self paced course walks you through fundamental techniques that will help you navigate the complexities of engineering management. What you'll learn and how you can apply it How to give effective and actionable feedback Tactical techniques to manage your time effectively Tips and tricks for building an effective developer onboarding experience Ways to empower your team members to ensure they reach (and surpass) their full potential Facilitate straightforward, productive, and enjoyable one-on-ones Identify key focus areas to be an effective engineering manager and leader for your team's unique needs Establish a motivating team vision to help propel your team through the toughest challenges Strategies for fostering diverse and inclusive teams This course is for you because... You're an individual contributor interested to learn about the expectations of an Engineering Manager You're looking to move into an Engineering Manager role in the near future You're an existing Engineering Manager, Tech Lead, etc and want to explore the fundamentals of the role.
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  • 55
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Language: Undetermined
    Pages: 1 online resource (1 video file)
    DDC: 658.3/124
    Keywords: Executives Training of ; Leadership ; Executives ; Training of ; Instructional films ; Nonfiction films ; Internet videos ; Instructional films ; Nonfiction films ; Internet videos ; Leadership ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: This course will teach the foundations of executive leadership-what makes it different from traditional leadership, what qualities and skills are required for executives to lead effectively, and what are some of the greatest leadership challenges facing executives today. For executives, it will provide an expert overview of essential skills; for aspiring executives, it will demystify the qualities and skills needed to move into executive positions. These include understanding the business, building influence, decision making, developing talent, and being comfortable with ambiguity but ready for action. In this course, participants will learn how executive leadership is different from the leadership needed to be a successful individual contributor or manager. They will learn that executive leadership emphasizes strategic thinking and simplifying complexity, requires influence and comfort with ambiguity, collaboration with your executive peers, and managing up. Those new or aspiring to executive positions shouldn't rely on what made them successful in their prior roles. They will understand through this course what is expected and required of executive leaders so they can make an impact right away in their new role or be considered for a promotion. What you'll learn and how you can apply it In this course you will learn complex skills such as how to: Deal with ambiguous situations and complex issues Collaborate cross-functionally Influence others and make strategic decisions Understand the business and anticipate and manage differences Create the culture you want and manage cultural differences Manage a relationship with senior leadership Develop and retain A players Take your career to the next level This course is for you because... You're an executive or VP/Director who wants to learn or review the foundational skills and qualities of executive leadership. You're looking to move into an executive leadership position. Prerequisites: Basic management skills Experience working in an organization.
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  • 56
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (61 pages)
    Edition: 4th edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: How can you realize MySQL's full power? With High Performance MySQL , you'll learn advanced techniques for everything from choosing the right abstraction layer for databases to designing schemas, indexes, and queries to tuning your server, operating system, and hardware to achieve their full potential. This guide also teaches database administrators safe and practical ways to scale applications through replication, load balancing, high availability, and failover. Updated to reflect recent advances in cloud- and self-hosted MySQL, InnoDB performance, features, and tools, this revised edition helps you design a data platform that will scale with your business. You'll learn the latest in cloud-hosted MySQL offerings, best practices for database security, and hard-earned lessons in both performance and database stability. Dive into MySQL's architecture, including key facts about its storage engines Learn how server configuration works with your hardware and deployment choices Make query performance part of your software delivery process Examine enhancements to MySQL's replication and high availability Compare different MySQL offerings in managed cloud environments Explore MySQL's full stack optimization from application-side configuration to server tuning Turn traditional database management tasks into automated processes
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 57
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (118 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Give your organization the data protection it deserves, without the uncertainty and cost overruns experienced by your predecessors or other companies. System and network administrators today have their work cut out for them to protect physical and virtual machines in the data center and the cloud, mobile devices in laptops and tablets, SaaS services like Microsoft 365, Google Workspace, and Salesforce, and any persistent data created by Kubernetes and container workloads. To help you navigate the breadth and depth of this challenge, this book presents several solutions so you can determine which one is right for your company. You'll learn the unique requirements that each workload presents, then explore various categories of commercial backup hardware, software, and services available to protect these data sources, including the advantages and disadvantages of each approach. Learn the workload types that your organization should be backing up Explore the hardware, software, and services you can use to back up your systems Understand what's wrong with your current data protection system Pair your backed-up workloads to the appropriate backup system Learn the adjustments you need to make to make your backups better, without wasting money
    Note: Online resource; Title from title page (viewed February 25, 2022) , Mode of access: World Wide Web.
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  • 58
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (150 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This practical book introduces new cloud native approaches for Kubernetes practitioners, like yourself, who care about the security and observability of mission-critical microservices. Through practical guidance and best practice recommendations, this book helps you understand why cloud native applications require a modern approach to security and observability practices and how to implement them. Do you want to know how to secure and troubleshoot your cloud native applications? Or are you part of a group that wants to solve security and observability challenges before fully adopting Kubernetes in your organization? This book takes you through the full breadth of new cloud native approaches for establishing security and observability with Kubernetes. Learn why you need a security and observability strategy for cloud native applications and determine your scope of coverage Understand key concepts behind Kubernetesâ??s security and observability approach Explore the technology choices you can make to meet each aspect of this strategy Discover how to split security responsibilities across multiple teams or roles Learn ways to architect Kubernetes security and observability for multicloud and hybrid environments
    Note: Online resource; Title from title page (viewed February 25, 2022) , Mode of access: World Wide Web.
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  • 59
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098103620 , 1098103629
    Language: English
    Pages: 1 online resource (41 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 006.3/12
    Keywords: SPARK (Electronic resource) ; Python (Computer program language) ; Data mining ; Electronic books ; local ; Electronic books ; Data mining ; Python (Computer program language) ; SPARK (Electronic resource)
    Abstract: The amount of data being generated today is staggering. And growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best practices in Spark programming. Data scientists Akash Tandon, Sandy Ryza, Uri Laserson, Sean Owen, and Josh Wills offer an introduction to the Spark ecosystem, then dive into patterns that apply common techniques--including classification, clustering, collaborative filtering, and anomaly detection--to fields such as genomics, security, and finance. This updated edition also covers NLP and image processing. If you have a basic understanding of machine learning and statistics and you program in Python, this book will get you started with large-scale data analysis. Familiarize yourself with Spark's programming model and ecosystem Learn general approaches in data science Examine complete implementations that analyze large public datasets Discover which machine learning tools make sense for particular problems Explore code that can be adapted to many uses
    Note: Online resource; Title from title page (viewed April 25, 2022) , Mode of access: World Wide Web.
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  • 60
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (61 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Track, branch, merge, and manage code revisions with Git, the free and open source distributed version control system. Through a series of step-by-step tutorials, this practical guide quickly takes you from Git fundamentals to advanced techniques, and provides friendly yet rigorous advice for navigating Git's many functions. You'll learn how to work with everything from small to very large projects with speed and efficiency. In this third edition, authors Prem Kumar Ponuthorai and Jon Loeliger break down Git concepts using a modular approach. You'll start with the basics and fundamental philosophy of Git, followed by intermediate commands to help you efficiently supplement your daily development workflow. Finally, you'll learn advanced Git commands and concepts to understand how Git works under the hood. Learn how to use Git for real-world development scenarios Gain insight into Git's common use cases, initial tasks, and basic functions Use the system for distributed version control Learn how to manage merges, conflicts, patches, and diffs Apply advanced techniques such as rebasing, hooks, and ways to handle submodules
    Note: Online resource; Title from title page (viewed October 25, 2022) , Mode of access: World Wide Web.
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  • 61
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781492093138 , 1492093130
    Language: English
    Pages: 1 online resource (106 pages)
    Edition: 4th edition
    DDC: 005.75/65
    Keywords: MySQL (Electronic resource) ; SQL (Computer program language) ; Database management ; Relational databases ; Electronic books ; local ; Electronic books
    Abstract: For MySQL, the price of popularity comes with a flood of questions from users on how to solve specific data-related issues. That's where this cookbook comes in. When you need quick solutions or techniques, this handy resource provides scores of short, focused pieces of code, hundreds of worked-out examples, and clear, concise explanations for programmers who don't have the time (or expertise) to resolve MySQL problems from scratch. In this updated fourth edition, authors Sveta Smirnova and Alkin Tezuysal provide more than 200 recipes that cover powerful features in both MySQL 5.7 and 8.0. Beginners as well as professional database and web developers will dive into topics such as MySQL Shell, MySQL replication, and working with JSON. You'll learn how to: Connect to a server, issue queries, and retrieve results Retrieve data from the MySQL Server Store, retrieve, and manipulate strings Work with dates and times Sort query results and generate summaries Assess the characteristics of a dataset Write stored functions and procedures Use stored routines, triggers, and scheduled events Perform basic MySQL administration tasks Understand MySQL monitoring fundamentals
    Note: Online resource; Title from title page (viewed August 25, 2022) , Mode of access: World Wide Web.
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  • 62
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781492088851 , 1492088854
    Language: English
    Pages: 1 online resource (650 pages)
    Edition: 4th edition
    DDC: 005.75/85
    Keywords: SQL server ; SQL (Computer program language) ; Client/server computing ; Electronic books ; local ; Electronic books ; Client/server computing ; SQL (Computer program language) ; SQL server
    Abstract: For programmers, analysts, and database administrators, this Nutshell guide is the essential reference for the SQL language used in today's most popular database products. This new fourth edition clearly documents SQL commands according to the latest ANSI/ISO standard and details how those commands are implemented in Microsoft SQL Server 2019 and Oracle 19c, as well as in the MySQL 8, MariaDB 10.5, and PostgreSQL 13 open source database products. You'll also get a concise overview of the relational database management system (RDBMS) model and a clear-cut explanation of foundational RDBMS concepts--all packed into a succinct, comprehensive, and easy-to-use format. Sections include: Background on the relational database model, including current and previous SQL standards Fundamental concepts necessary for understanding relational databases and SQL commands An alphabetical command reference to SQL statements, according to the SQL:2016 ANSI standard The implementation of each command by MySQL, Oracle, PostgreSQL, and SQL Server An alphabetical reference of the ANSI SQL:2016 functions and constructs as well as the vendor implementations Platform-specific functions unique to each implementation
    Note: Online resource; Title from title page (viewed February 25, 2022) , Mode of access: World Wide Web.
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  • 63
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (32 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This essential guide covers all aspects of Linux system administration, from user maintenance, backups, filesystem housekeeping, storage management, and network setup to hardware and software troubleshooting and some application management. It's both a practical daily reference manual for sysadmins and IT pros and a handy study guide for those taking Linux certification exams. You'll turn to it frequently, not only because of the sheer volume of valuable information it provides but because of the real-world examples within and the clear, useful way the information is presented. With this book at your side, you'll be able to: Install Linux and perform initial setup duties, such as connecting to a network Navigate the Linux filesystem via the command line Install software from repositories and source and satisfy dependencies Set permissions on files and directories Create, modify, and remove user accounts Set up networking Format and mount filesystems Perform basic troubleshooting on hardware and software Create and manage logical volumes Work with SELinux Manage a firewall and iptables Shut down, reboot, and recover a system Perform backups and restores
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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  • 64
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (44 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: TypeScript has conquered the world of JavaScript: it's one of the world's fastest growing and most popular languages across developer surveys, widely used in consumer and business companies alike, and frequently credited for helping massive web applications scale. But what is TypeScript? How does it work, why does it work, and how can we use it? Learning TypeScript takes beginner to intermediate JavaScript programmers from knowing nothing about "types" or a "type system" to full mastery of the fundamentals of TypeScript. It's more than a means to find bugs and typos--it's a useful system for declaring the way our JavaScript should work and helping us stick to it. You'll learn how TypeScript: interacts with JavaScript analyzes and understands code augments your existing development pattern helps you document your code works with IDEs to provide refactoring tools assists local development in refactoring code helps you develop more quickly with fewer bugs
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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  • 65
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (133 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: With the rise of the cloud, every aspect of IT has been shaken to its core. The fundamentals for building systems are changing, and although many of the principles that underpin security still ring true, their implementation has become unrecognizable. This practical book provides recipes for AWS, Azure, and GCP to help you enhance the security of your own cloud native systems. Based on his hard-earned experience working with some of the world's biggest enterprises and rapidly iterating startups, consultant Josh Armitage covers the trade-offs that security professionals, developers, and infrastructure gurus need to make when working with different cloud providers. Each recipe discusses the inherent trade-offs, as well as where clouds have similarities and where they're fundamentally different. Learn how the cloud provides superior security to what was achievable in an on-premises world Understand the principles and mental models that enable you to make optimal trade-offs as part of your solution Learn how to implement existing solutions that are robust and secure, and devise design solutions to new and interesting problems Deal with security challenges and solutions both horizontally and vertically within your business
    Note: Online resource; Title from title page (viewed June 25, 2022) , Mode of access: World Wide Web.
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  • 66
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (72 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Want to increase your Linux productivity to get more done in less time? This practical book teaches you how to be quick and efficient at the Linux command line. You'll learn to create and run complex commands that solve real business problems, organize your files for quick access, efficiently process and retrieve information, and automate manual tasks. You'll truly understand what happens behind the shell prompt. Efficient Linux at the Command Line teaches general best practices and the concepts behind them, so no matter which Linux tools you use, you can become more effective in your daily work and more competitive in the job market. You'll learn: How to invent powerful Linux commands on the fly that get your work done quickly Which Linux features are handled by commands and which are built into the shell that launches those commands--and why it matters A dozen different ways to run commands, including pipelines, subshells, command substitution, process substitution, and more--and when to use each for best advantage
    Note: Online resource; Title from title page (viewed October 25, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (51 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Why is Google Analytics 4 the most modern data model available for digital marketing analytics? Because rather than simply report what has happened, GA4's new cloud integrations enable more data activation--linking online and offline data across all your streams to provide end-to-end marketing data. This practical book prepares you for the future of digital marketing by demonstrating how GA4 supports these additional cloud integrations. Author Mark Edmondson, Google Developer Expert for Google Analytics and Google Cloud, provides a concise yet comprehensive overview of GA4 and its cloud integrations. Data, business, and marketing analysts will learn major facets of GA4's powerful new analytics model, with topics including data architecture and strategy, and data ingestion, storage, and modeling. You'll explore common data activation use cases and get guidance on how to implement them. You'll learn: How Google Cloud integrates with GA4 The potential use cases that GA4 integrations can enable Skills and resources needed to create GA4 integrations How much GA4 data capture is necessary to enable use cases The process of designing dataflows from strategy though data storage, modeling, and activation
    Note: Online resource; Title from title page (viewed December 25, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (62 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Good software design is essential for the success of your project, but designing software is hard to do. You need to have a deep understanding of the consequences of design decisions and a good overview of available design alternatives. With this book, experienced C++ developers will get a thorough, practical, and unparalleled overview of software design with this modern language. C++ trainer and consultant Klaus Iglberger explains how you can manage dependencies and abstractions, improve changeability and extensibility of software entities, and apply and implement modern design patterns to help you take advantage of today's possibilities. Design is the most essential aspect of a software project because it impacts the software's most important properties: maintainability, changeability, and extensibility. Learn how to evaluate your code with respect to software design Understand what software design is, including design goals such as changeability and extensibility Explore the advantages and disadvantages of each design approach Learn how design patterns help solve problems and express intent Choose the right form of a design pattern to gain most of its advantages
    Note: Online resource; Title from title page (viewed November 25, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (74 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als Zwingmann, Tobias AI-powered business intelligence
    DDC: 658.4/72
    Keywords: Business intelligence Data processing ; Artificial intelligence Industrial applications ; Electronic books ; Artificial intelligence ; Industrial applications
    Abstract: Use business intelligence to power corporate growth, increase efficiency, and improve corporate decision-making. With this practical book, you'll explore the most relevant AI use cases for BI, including improved forecasting, automated classification, and AI-powered recommendations. And you'll learn how to draw insights from unstructured data sources like text, image, and voice audio files. Author Tobias Zwingmann, senior data scientist and cofounder of Germany-based AI startup RAPYD.AI, helps BI, business, and data analysts understand high-impact areas of predictive and prescriptive analytics. You'll learn how to leverage popular AI-as-a-service and AutoML platforms to ship enterprise-grade proof of concepts without the help of software engineers or data scientists. Learn how AI can generate business impact in BI environments Use AutoML for automated classification and improved forecasting Implement recommendation services to support decision-making Draw insights from text data at scale with NLP services Extract information from documents and images with computer vision services Make voice audio files accessible for reporting with AI transcription services Build interactive user frontends for AI-powered dashboard prototypes Implement an end-to-end case study for building an AI-powered customer analytics dashboard
    Note: Online resource; Title from title page (viewed October 25, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (925 pages)
    Edition: 4th edition
    DDC: 658.8/72
    Keywords: Web sites Design ; Web site development ; Web search engines ; Internet marketing ; Web sites Ratings and rankings ; Program transformation (Computer programming) ; Internet searching ; Electronic books
    Abstract: Three acknowledged experts in search engine optimization share guidelines and innovative techniques that will help you plan and execute a comprehensive SEO strategy. Complete with an array of effective tactics from basic to advanced, this fourth edition prepares digital marketers for 2022 and beyond with updates on SEO tools and new search engine optimization methods that have reshaped the SEO landscape. Novices will receive a thorough SEO education, while experienced SEO practitioners get an extensive reference to support ongoing engagements. Learn about the various intricacies and complexities of internet search Explore the underlying theory and inner workings of search engines and their algorithms Understand the interplay between social media engagement and other factors Discover tools to track results and measure success Examine the effects of key Google algorithm updates Consider opportunities for visibility in mobile, local, vertical, social, and voice search Build a competent SEO team with defined roles Gain insights into the future of search and internet discoverability
    Note: Online resource; Title from title page (viewed October 25, 2022) , Mode of access: World Wide Web.
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  • 71
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (38 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Innovative organizations today are reaping the benefits of combining data from a variety of internal and external sources. By collecting, storing, analyzing, and leveraging external data, these companies are able to outperform competitors by unlocking improvements in growth, productivity, and risk management. This report explains how you can harness the power of external data to boost analytics, find competitive advantages, and drive value. Author Joseph D. Stec explains how clever companies are now using advanced analytics tools that can simultaneously collect, mix, and match diverse data from disparate data sources. This enables them to improve products and brand loyalty, generate better conversions, identify trends earlier, and pinpoint additional ways to improve customer satisfaction. With this report, you will: Learn how external data elevates and enhances the way you analyze and interpret data outside of your apps or databases Dive into the nuts and bolts of external data platforms to solve key challenges Understand how new technology makes external data easier to use with analytics Learn how an external data platform fits into your data architecture Gain access to relevant external data signals with Explorium, an automated external data management platform Unlock improvements in growth, productivity, and risk management
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 72
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (200 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: Product management has become a critical function for modern organizations, from small startups to global enterprises. And yet the day-to-day work of product management remains largely misunderstood. In theory, product managers are visionary leaders building products that delight customers. In practice, product managers are thoughtful facilitators navigating difficult conversations, frustrating compromises, and hard-won incremental gains. In this thoroughly revised and expanded second edition of his beloved Product Management in Practice, author Matt LeMay provides the practical, day-to-day guidance that product managers need to navigate an ambiguous role in a fast-changing world. Updated and expanded for the era of remote and hybrid work, Product Management in Practice answers the tricky questions that you may have been afraid to ask about the real-world practice of product management. For current and aspiring product managers, this book explores: Choosing clarity over comfort to avoid disastrous miscommunications Learning to love the unique constraints of your role and organization Talking to users and working with executives Crafting simple and actionable product strategies Choreographing space and time to facilitate remote collaboration Avoiding pointless arguments about Agile
    Note: Online resource; Title from title page (viewed July 25, 2022) , Mode of access: World Wide Web.
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  • 73
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (46 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Kubernetes has achieved unparalleled dominance as the platform for running containerized workloads by automating and simplifying key functions. But the process for working with specifications for Kubernetes workloads, known as manifests, is neither automated nor simplified. Managing these requirements is a high-cost activity up front, and an additional cost burden when reuse is needed. In this report, author Brent Laster shows software developers, Kubernetes administrators, and DevOps engineers how the Kustomize container orchestration system helps simplify and alleviate these challenges. You'll gain an overall understanding of Kustomize, including how this system functions, how it compares to tools like Helm, and how it works with your strategy for managing Kubernetes manifests. In this report, you will: Learn the Kubernetes value proposition for defining and executing workloads Get a brief survey of application deployment and reuse options with Kubernetes Explore the basic tenets of Kustomize's approach Understand how Kustomize compares to the Helm package manager Examine the unique value-adds that Kustomize provides for simplifying reuse
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 74
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Incidents are inevitable in complex systems, but learning from these events shouldn’t require assigning blame. Workers on the front lines have much to contribute to a company’s understanding of how failures happen—and to how to prevent them from happening in the future. Join us for a special conversation about resilience engineering with Sam Newman and incident analysis pro Jessica DeVita. They’ll discuss what resilience engineering is and why it matters for infrastructure and operations in particular, walk you through how to learn from incidents while maintaining your teams’ cohesion, and explain how to use that knowledge to drive design decisions with intentionality. They’ll spend a few minutes covering the trends that are influencing infrastructure, then tell you what you need to know to stay ahead of the curve. What you’ll learn and how you can apply it Explore the origins of, need for, and challenges around incident analysis See what’s coming next for infrastructure and ops This live event is for you because… You’re looking for ways to improve your incident response and engineering environment. You want to learn about the foundations of resilience engineering, a discipline that combines safety science with human factors, and understand why resilience depends more on people than on technology. Recommended follow-up: Read 97 Things Every SRE Should Know (book) Read Incident Metrics in SRE (report) Watch Infrastructure & Ops Superstream Series: SRE Edition (recorded Superstream event)
    Note: Online resource; Title from title screen (viewed January 5, 2022) , Mode of access: World Wide Web.
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  • 75
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Just as developers use design patterns in software development, architects use architecture patterns to define the characteristics and shape of the architecture of a system. Using the right architecture pattern is critical because once in place the architecture is very hard to change. Using the wrong architecture pattern (or no pattern at all) can be a very costly mistake, resulting in an architecture that may not work. But how do you decide which pattern to use? Join us for four hours of sessions on some of the most popular and useful architectural patterns and how to implement them at your organization. About the Software Architecture Superstream Series: This five-part series of half-day online events focuses on the hottest topics in software architecture, giving you the insights to keep pace with what’s next while still accommodating legacy needs. Both seasoned software architects and those looking to break into the field will learn new skills and the latest information on the tools and technologies they need to succeed. What you’ll learn and how you can apply it Understand the similarities and differences between architecture patterns and design patterns Learn how to use patterns in microservices-style architectures Get a glimpse of the future of event-driven architectures and patterns This live event is for you because… You're a senior-level developer who wants to make the move to architect. You're a practicing software architect who wants to hone your skills and learn new software architecture techniques and practices. You want to better understand how to use patterns to improve your software architecture. Recommended follow-up: Listen to Microservices Patterns (audiobook) or read the book Read Software Architecture Patterns (report) Watch Software Architecture Fundamentals (video) Read Building Micro-Frontends (early release book) Read Fundamentals of Software Architecture (book) Watch Introduction to Cloud Native Architecture Patterns (video)
    Note: Online resource; Title from title screen (viewed January 26, 2022) , Mode of access: World Wide Web.
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  • 76
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (258 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Looking for quick answers for using C# 10? This tightly focused and practical guide tells you exactly what you need to know without long intros or bloated samples. Succinct and easy to browse, this pocket reference is an ideal quick source of information. If you know Java, C++, or an earlier C# version, this guide will help you get rapidly up to speed. All programs and code snippets are available as interactive samples in LINQPad. You can edit these samples and instantly see the results without needing to set up projects in Visual Studio. Written by the authors of C# 9.0 in a Nutshell , this pocket reference covers: C# fundamentals and features new to C# 10 Advanced topics like operator overloading, type constraints, nullable types, operator lifting, closures, patterns, and asynchronous functions LINQ: sequences, lazy execution, standard query operators, and query expressions Unsafe code and pointers, custom attributes, preprocessor directives, and XML documentation
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 77
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1497 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: When you have questions about C# 10.0 or .NET 6, this bestselling guide has the answers you need. C# is a language of unusual flexibility and breadth, but with its continual growth, there's so much more to learn. In the tradition of O'Reilly's Nutshell guides, this thoroughly updated edition is simply the best one-volume reference to the C# language available today. Organized around concepts and use cases, this comprehensive and complete reference provides intermediate and advanced programmers with a concise map of C# and .NET that also plumbs significant depths.
    Note: Online resource; Title from title page (viewed February 15, 2022) , Mode of access: World Wide Web.
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  • 78
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (33 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: In this report, we look at the data generated by the O'Reilly online learning platform to discern trends in the technology industry: trends technology leaders need to follow.
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 79
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (247 pages)
    Edition: 4th edition
    Keywords: Electronic books
    Abstract: Python was recently ranked as today's most popular programming language on the TIOBE index, thanks to its broad applicability to design and prototyping to testing, deployment, and maintenance. With this updated fourth edition, you'll learn how to get the most out of Python, whether you're a professional programmer or someone who needs this language to solve problems in a particular field. Carefully curated by recognized experts in Python, this new edition focuses on version 3.10, bringing this seminal work on the Python language fully up to date on five version releases, including preview coverage of upcoming 3.11 features. This handy guide will help you: Learn how Python represents data and program as objects Understand the value and uses of type annotations Examine which language features appeared in which recent versions Discover how to use modern Python idiomatically Learn ways to structure Python projects appropriately Understand how to debug Python code
    Note: Online resource; Title from title page (viewed December 25, 2022) , Mode of access: World Wide Web.
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  • 80
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Observability—a measure of how well internal states of a system can be inferred from its outputs—is crucial for engineering, managing, and improving complex business-critical systems. Join us to learn how observability can help any software engineering team gain a deeper understanding of system performance, so you can perform ongoing maintenance and ship the features your customers need. About the Infrastructure & Ops Superstream Series: This four-part Superstream series guides you through what you need to know about modernizing your organization’s infrastructure and operations, with each event day covering different topics and lasting no more than four hours. They’re packed with the expert insights, skills, and tools that will help you effectively manage existing legacy systems while migrating to modern, scalable, cost-effective infrastructures—with no interruption to your business. What you’ll learn and how you can apply it Gain a deeper understanding of system performance so you can perform ongoing maintenance and ship the features your customers need Understand how to build an observability-driven development practice Discover how your production services are really performing right now This recording of a live event is for you because… You’re a developer who wants to learn the basics of observability and how to use it in your system. You want to better understand how observability can be used with data. You want to know what the future holds for observability and infrastructure and operations. Recommended follow-up: Read Observability Engineering (book) Read Kubernetes Security and Observability (book) Watch Observability at Google (video) Read Linux Observability with BPF (book) (Watch Case Study: How Lightstep Implemented Observability (recorded event))
    Note: Online resource; Title from title screen (viewed January 12, 2022) , Mode of access: World Wide Web.
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  • 81
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (33 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: As your organization adopts microservices, you also need a service mesh, the infrastructure layer that handles interservice communication in microservice architectures. This seminal book provides patterns and operational best practices to help you deploy and use service meshes in a way that meets your company's goals and needs. Developers face a wide range of choices today: which service mesh to use, which features to deploy, and the best ways to exploit and deploy those features. Whether you're investigating service meshes or already use one, authors Lee Calcote and Nic Jackson provide universal patterns applicable to any service mesh: Istio, Linkerd, Consul, App Mesh, and more. Get a vendor-neutral perspective on where each mesh shines (and perhaps, doesn't) Understand how service meshes benefit developers, operators, and service owners differently Determine whether you're running your mesh effectively Avoid service mesh lock-in through use of service mesh abstractions Learn common deployment patterns for implementing a specific service mesh function Use configuration best practices to avoid common pitfalls Explore federation of service mesh deployments and other service mesh types As microservices proliferate your environment, fear not: service meshes are here to manage your service sprawl. This book shows you how.
    Note: Online resource; Title from title page (viewed May 25, 2022) , Mode of access: World Wide Web.
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  • 82
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098106621 , 1098106628
    Language: English
    Pages: 1 online resource (93 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.74
    Keywords: Databases ; Graph databases ; Electronic books ; local
    Abstract: With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available. You'll explore a three-stage approach to deriving value from connected data: connect, analyze, and learn. Victor Lee, Xinyu Chan, and Gaurav Deshpande from TigerGraph present real use cases covering several contemporary business needs. By diving into hands-on exercises using TigerGraph Cloud, you'll quickly become proficient at designing and managing advanced analytics and machine learning solutions for your organization. Use graph thinking to connect, analyze, and learn from data for advanced analytics and machine learning Learn how graph analytics and machine learning can deliver key business insights and outcomes Use five core categories of graph algorithms to drive advanced analytics and machine learning Deliver a real-time 360-degree view of core business entities, including customer, product, service, supplier, and citizen Discover insights from connected data through machine learning and advanced analytics
    Note: Online resource; Title from title page (viewed May 25, 2022) , Mode of access: World Wide Web.
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  • 83
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (60 pages)
    Edition: 3rd edition
    Parallel Title: Erscheint auch als
    DDC: 006.3/12
    Keywords: Data mining ; Python (Computer program language) ; Electronic books ; local ; Electronic books
    Abstract: Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.9 and pandas 1.2, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You�?�¢??ll learn the latest versions of pandas, NumPy, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It�?�¢??s ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub. Use the Jupyter notebook and IPython shell for exploratory computing Learn basic and advanced features in NumPy Get started with data analysis tools in the pandas library Use flexible tools to load, clean, transform, merge, and reshape data Create informative visualizations with matplotlib Apply the pandas groupby facility to slice, dice, and summarize datasets Analyze and manipulate regular and irregular time series data Learn how to solve real-world data analysis problems with thorough, detailed examples
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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  • 84
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098106034 , 1098106032
    Language: English
    Pages: 1 online resource (46 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.1
    Keywords: Computer software Development ; System design ; Electronic books ; local ; Electronic books
    Abstract: In many systems, scalability becomes the primary driver as the user base grows. Attractive features and high utility breed success, which brings more requests to handle and more data to manage. But organizations reach a tipping point when design decisions that made sense under light loads suddenly become technical debt. This practical book covers design approaches and technologies that make it possible to scale an application quickly and cost-effectively. Author Ian Gorton takes software architects and developers through the principles of foundational distributed systems. Youâ??ll explore the essential ingredients of scalable solutions, including replication, state management, load balancing, and caching. Specific chapters focus on the implications of scalability for databases, microservices, and event-based streaming systems. You'll focus on: Foundations of scalable systems: Learn basic design principles of scalability, its costs, and architectural tradeoffs Designing scalable services: Dive into service design, caching, asynchronous messaging, serverless processing, and microservices Designing scalable data systems: Learn data system fundamentals, NoSQL databases, and eventual consistency versus strong consistency Designing scalable streaming systems: Explore stream processing systems and scalable event-driven processing
    Note: Online resource; Title from title page (viewed August 25, 2022) , Mode of access: World Wide Web.
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  • 85
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (81 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: With Amazon Web Services and other platforms designed for rapid adaptation and failure recovery, cloud computing is more like programming than traditional system administration. For developers, this practical book provides system administration knowledge to ensure you're using AWS effectively, so you can build a robust and resilient application infrastructure. System administrators will learn how to automate their favorite tools and processes. In the second edition of this guide, authors Federico Lucifredi, Jacob Zimmerman, and Mike Ryan show developers and system administrators how to configure and manage AWS services including EC2, CloudFormation, Elastic Load Balancing, S3, and Route 53. Fully configuring infrastructure with automation, this book walks you through developing a complete application example along the way. Even small DevOps teams can manage massively scalable application infrastructures once they drop old views and master automation. Securely deploy and manage your applications with AWS tools Automate AWS configuration management with Python, Puppet, and Ansible Deploy applications with autoscaling and elastic load balancing Explore ways to deploy application and infrastructure updates Save time on development and operations with reusable strategies Embrace GitOps versioning of infrastructure and application code alike Learn strategies for managing log files in AWS environments Configure a cloud-aware DNS service with Route 53 Use AWS CloudWatch to monitor your infrastructure and applications
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781492094494 , 1492094498
    Language: English
    Pages: 1 online resource (75 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 658.4/03
    Keywords: Database management ; Machine learning ; Management information systems ; Business Databases Management ; Information storage and retrieval systems Reliability ; Electronic books ; local ; Electronic books ; Bases de données ; Gestion ; Apprentissage automatique ; Systèmes d'information de gestion ; Affaires ; Bases de données ; Gestion ; Systèmes d'information ; Fiabilité
    Abstract: Your training data has as much to do with the success of your data project as the algorithms themselves--most failures in deep learning systems relate to training data. But while training data is the foundation for successful machine learning, there are few comprehensive resources to help you ace the process. This hands-on guide explains how to work with and scale training data. You'll gain a solid understanding of the concepts, tools, and processes needed to: Design, deploy, and ship training data for production-grade deep learning applications Integrate with a growing ecosystem of tools Recognize and correct new training data-based failure modes Improve existing system performance and avoid development risks Confidently use automation and acceleration approaches to more effectively create training data Avoid data loss by structuring metadata around created datasets Clearly explain training data concepts to subject matter experts and other shareholders Successfully maintain, operate, and improve your system
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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  • 87
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (63 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Many organizations today orchestrate and maintain apps that rely on other people's services. Software designers, developers, and architects in those companies often work to coordinate and maintain apps based on existing microservices, including third-party services that run outside their ecosystem. This cookbook provides proven recipes to help you get those many disparate parts to work together in your network. Author Mike Amundsen provides step-by-step solutions for finding, connecting, and maintaining applications designed and built by people outside the organization. Whether you're working on human-centric mobile apps or creating high-powered machine-to-machine solutions, this guide shows you the rules, routines, commands, and protocols--the glue --that integrates individual microservices so they can function together in a safe, scalable, and reliable way. Design and build individual microservices that can successfully interact on the open web Increase interoperability by designing services that share a common understanding Build client applications that can adapt to evolving services without breaking Create resilient and reliable microservices that support peer-to-peer interactions on the web Use web-based service registries to support runtime "find-and-bind" operations that manage external dependencies in real time Implement stable workflows to accomplish complex, multiservice tasks consistently
    Note: Online resource; Title from title page (viewed April 25, 2022) , Mode of access: World Wide Web.
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  • 88
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (35 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: With the advent of microservices, Kubernetes, public cloud, and hybrid computing, SREs and system engineers are facing more complexity than ever before. To tackle this problem, you need a unified control plane to manage the networking among your applications running on these distinct platforms. This definitive guide shows you how to automate networking for simple and secure application delivery with Consul. Author Luke Kysow, Consul engineer at HashiCorp, demonstrates how this service mesh solution provides a software-driven approach to security, observability, and traffic management. Once you learn how to implement zero-trust networking by deploying Consul on multiple platforms, you'll be able to take control of application traffic, prevent outages, view metrics, integrate with legacy systems, and more. Dive into the characteristics of service meshes, zero-trust networking, and traffic-shaping patterns Deploy Consul on multiple platforms, including Kubernetes and virtual machines Learn how to secure, monitor, and manage your application traffic with Consul Use this guide to deploy and operate applications as a system administrator, DevOps engineer, or developer
    Note: Online resource; Title from title page (viewed May 25, 2022) , Mode of access: World Wide Web.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098103798 , 1098103793
    Language: English
    Pages: 1 online resource (65 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Snowflake's ability to eliminate data silos and run workloads from a single platform creates opportunities to democratize data analytics, allowing users at all levels within an organization to make data-driven decisions. This clear, comprehensive guide will show you how to build integrated data applications and develop new revenue streams based on data. The author deftly unravels complex topics, provides hands-on SQL examples, and reveals how you can use the Snowflake Data Cloud to avoid replatforming or migrating data unnecessarily. You'll learn how to: Efficiently capture, store, and process large amounts of data at an amazing speed Rapidly ingest and transform real-time data feeds in both structured and semistructured format and deliver meaningful data insights within minutes Use Time Travel and Zero-Copy cloning to produce a sensible data recovery strategy that balances the need for system resilience with ongoing storage cost Securely share data and reduce or eliminate data integration costs by accessing fresh, ready-to-query data sets available within the Snowflake Data Marketplace
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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  • 90
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (50 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Testing is a critical discipline for any organization looking to deliver high-quality software. This practical book provides software developers and QA engineers with a comprehensive one-stop guide to testing skills in 10 different categories. You'll learn appropriate strategies, concepts, and practical implementation knowledge you can apply from both a development and testing perspective for web and mobile applications. Author Gayathri Mohan offers examples of more than 40 tools you can use immediately. You'll acquire the skills to conduct exploratory testing, test automation, cross-functional testing, data testing, mobile testing, and visual testing, as well as tests for performance, security, and accessibility. You'll learn to integrate them in continuous integration pipelines to gain faster feedback. Once you dive into this guide, you'll be able to tackle challenging development workflows with a focus on quality. With this book, you will: Learn how to employ various testing types to yield maximum quality in your projects Explore new testing methods by following the book's strategies and concepts Learn how to apply these tools at work by following detailed examples Improve your skills and job prospects by gaining a broad exposure to testing best practices
    Note: Online resource; Title from title page (viewed March 25, 2022) , Mode of access: World Wide Web.
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  • 91
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (78 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: To succeed in data science you need some math proficiency. But not just any math. This common-sense guide provides a clear, plain English survey of the math you'll need in data science, including probability, statistics, hypothesis testing, linear algebra, machine learning, and calculus. Practical examples with Python code will help you see how the math applies to the work you'll be doing, providing a clear understanding of how concepts work under the hood while connecting them to applications like machine learning. You'll get a solid foundation in the math essential for data science, but more importantly, you'll be able to use it to: Recognize the nuances and pitfalls of probability math Master statistics and hypothesis testing (and avoid common pitfalls) Discover practical applications of probability, statistics, calculus, and machine learning Intuitively understand linear algebra as a transformation of space, not just grids of numbers being multiplied and added Perform calculus derivatives and integrals completely from scratch in Python Apply what you've learned to machine learning, including linear regression, logistic regression, and neural networks
    Note: Online resource; Title from title page (viewed July 25, 2022) , Mode of access: World Wide Web.
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  • 92
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (240 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: We're building more products today than ever before, but most of them fail--not because we can't complete what we want to build but because we waste time, money, and effort building the wrong product. What we need is a systematic process for quickly vetting product ideas and raising our odds of success. That's the promise of Running Lean. In this inspiring book, Ash Maurya takes you through an exacting strategy for achieving a product/market fit for your fledgling venture. You'll learn ideas and concepts from several innovative methodologies, including the Lean Startup, business model design, design thinking, and Jobs-to-be-Done. This new edition introduces the continuous innovation framework and follows one entrepreneur's journey to uncover, design, and build a product that matters. Know when to "pivot" by changing your plan's course Maximize your efforts for speed, learning, and focus Learn the ideal time to raise your "big round" of funding Find a problem worth solving, then define a solution Engage your customers throughout the development cycle Continually test your product with smaller, faster iterations Build a feature, measure customer response, and verify or refute the idea
    Note: Online resource; Title from title page (viewed March 25, 2022) , Mode of access: World Wide Web.
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  • 93
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098108830 , 1098108833
    Language: English
    Pages: 1 online resource (43 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.26/2
    Keywords: Quantum computing ; Programming languages (Electronic computers) ; Electronic books ; local ; Electronic books ; Quantum computing ; Programming languages (Electronic computers)
    Abstract: Q# is a domain-specific language for quantum programming that combines familiar "classical" language constructs with quantum-specific ones. Ideal for any developer familiar with--or willing to learn--the basics of quantum computing, this pocket guide quickly helps you find syntax and usage information for unfamiliar aspects of Q#. You'll explore the quantum software development lifecycle, from implementing the program to testing and debugging it to running it on quantum hardware, and you'll learn to use the tools provided by Microsoft's Quantum Development Kit for each step of the process. In this pocket guide, you'll find: Q# language details, including data types, statements, syntax, and expressions Guidelines for organizing Q# code and invoking it from different environments Information on simulators and tools in the Microsoft Quantum Development Kit Advice on testing and debugging tools and techniques for quantum programs
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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  • 94
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (78 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Many tutorials show you how to develop ML systems from ideation to deployed models. But with constant changes in tooling, those systems can quickly become outdated. Without an intentional design to hold the components together, these systems will become a technical liability, prone to errors and be quick to fall apart. In this book, Chip Huyen provides a framework for designing real-world ML systems that are quick to deploy, reliable, scalable, and iterative. These systems have the capacity to learn from new data, improve on past mistakes, and adapt to changing requirements and environments. Youâ??ll learn everything from project scoping, data management, model development, deployment, and infrastructure to team structure and business analysis. Learn the challenges and requirements of an ML system in production Build training data with different sampling and labeling methods Leverage best techniques to engineer features for your ML models to avoid data leakage Select, develop, debug, and evaluate ML models that are best suit for your tasks Deploy different types of ML systems for different hardware Explore major infrastructural choices and hardware designs Understand the human side of ML, including integrating ML into business, user experience, and team structure
    Note: Online resource; Title from title page (viewed June 25, 2022) , Mode of access: World Wide Web.
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  • 95
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (35 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Shell scripts are everywhere, especially those written in bash compatible syntax, and it's extremely useful to be able to understand and write them, but they can be complex and obscure. Complexity is the enemy of security, but it's also the enemy of readability and understanding. With this practical book, you'll learn how to decipher old bash code and write new code that's as clear and readable as possible. Your future you will thank you. Authors Carl Albing and JP Vossen show you how to use the power and flexibility of the shell to your advantage. You'll learn how to read and write scripts like an expert, so that you can: Write useful, flexible, and readable bash code...with style Decode bash code such as ${MAKEMELC,,} and ${PATHNAME##*/} Save time and ensure consistency when automating tasks Amaze and impress colleagues with bash idioms Discover how bash idioms can make your code clean and concise
    Note: Online resource; Title from title page (viewed April 25, 2022) , Mode of access: World Wide Web.
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  • 96
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (85 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Software engineers today typically put performance optimizations low on the list of development priorities. But despite significant technological advancements and lower-priced hardware, software efficiency still matters. With this book, Go programmers will learn how to approach performance topics for applications written in this open source language. How and when should you apply performance efficiency optimization without wasting your time? Authors Bartlomiej Plotka and Frederic Branczyk provide the tools and knowledge you need to make your system faster using fewer resources. Once you learn how to address performance in your Go applications, you'll be able to bring small but effective habits to your programming and development cycle. This book shows you how to: Continuously monitor for performance and efficiency regressions Find the root cause of performance bottlenecks using metrics, logging, tracing, and profiling Use tools like pprof, go test, benchstat and k6.io to create reliable micro- and macro-benchmarks Improve and optimize your code to meet your goals without sacrificing simplicity and readability Make data-driven decisions by prioritizing changes that make a difference Introduce basic "performance hygiene" in day-to-day Go programming and testing
    Note: Online resource; Title from title page (viewed May 25, 2022) , Mode of access: World Wide Web.
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  • 97
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (63 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: For years, companies have rewarded their most effective engineers by suggesting they move to a management position. But treating management as the default — or only — path for an engineer with leadership ability doesn't serve the industry well. The staff engineer path allows you to contribute at a high level, with more free time to drive big projects, determine tech strategy, and raise everyone's skills. With this in-depth book, author Tanya Reilly shows you ways to master strategic thinking, manage difficult projects, and set the standard for technical work. You'll learn how to be a leader without direct authority, how to plan ahead so that you're making the right technical decisions, and how to make everyone around you better, all while still leaving you time to grow as an expert in your domain. In three parts, you'll explore the three pillars of an engineer's job: Big picture thinking: learn how to take a broad, strategic view when thinking about your work Project execution: dive into tactics and explore the practicalities of making projects succeed Being a positive influence: determine the standards for what "good engineering" means in your organization
    Note: Online resource; Title from title page (viewed October 25, 2022) , Mode of access: World Wide Web.
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  • 98
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (97 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Whether you're new to Linux or have some experience, this practical book shows you how to master various tasks with this operating system--not just system administration. Cloud native professionals including developers, architects, DevOps practitioners, and site reliability engineers will learn how to use and program Linux in different modern environments, from embedded systems such as the Raspberry Pi to the virtual machine of your cloud provider of choice. Along the way, you'll gain hands-on experience with modern terminals, shells, and commands, use Linux networking, and learn how to manage your workloads, all with the goal of implementing modern Linux observability. You'll also understand how to run Linux applications in modern ways by using containers, systemd, modern filesystems, and immutable distros such as Flatcar and Bottlerocket. With this book, you will: Use Linux as a modern programming environment, not just as an admin tool Learn critical components such as the kernel, terminal multiplexer, human-friendly shells, and portable scripting Become familiar with access control, from file permissions to capabilities Understand the role of filesystems as a fundamental building block in Linux Gain hands-on experience with the Linux networking stack and tooling Learn how to apply modern operating system observability to manage your workloads Share data using SSH, rsync, and cloud sync mechanisms
    Note: Online resource; Title from title page (viewed November 25, 2022) , Mode of access: World Wide Web.
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  • 99
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (320 pages)
    Edition: 3rd edition
    DDC: 004/.36
    Keywords: Electronic data processing Distributed processing ; Application software Development ; Open source software ; Electronic books
    Abstract: In just five years, Kubernetes has radically changed the way developers and ops personnel build, deploy, and maintain applications in the cloud. With this book's updated third edition, you'll learn how this popular container orchestrator can help your company achieve new levels of velocity, agility, reliability, and efficiency—whether you're new to distributed systems or have been deploying cloud native apps for some time. Brendan Burns, Joe Beda, Kelsey Hightower, and Lachlan Evenson—who have worked on Kubernetes at Google and beyond—explain how this system fits into the life cycle of a distributed application. Software developers, engineers, and architects will learn ways to use tools and APIs to automate scalable distributed systems for online services, machine learning applications, or even a cluster of Raspberry Pi computers. This guide shows you how to: Create a simple cluster to learn how Kubernetes works Dive into the details of deploying an application using Kubernetes Learn specialized objects in Kubernetes, such as DaemonSets, jobs, ConfigMaps, and secrets Explore deployments that tie together the lifecycle of a complete application Get practical examples of how to develop and deploy real-world applications in Kubernetes
    Note: Online resource; Title from title page (viewed August 25, 2022) , Mode of access: World Wide Web.
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  • 100
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (40 pages)
    Edition: 1st edition
    DDC: 610.285
    Keywords: Medical informatics Research ; Medicine Data processing ; Electronic books
    Abstract: Healthcare is the next frontier for data science. Using the latest in machine learning, deep learning, and natural language processing, you'll be able to solve healthcare's most pressing problems: reducing cost of care, ensuring patients get the best treatment, and increasing accessibility for the underserved — once you learn how to access and make sense of all that data. This book provides pragmatic and hands-on solutions for working with healthcare data, from data extraction to cleaning and normalizing to feature engineering. Author Andrew Nguyen covers specific ML and deep learning examples with a focus on producing high-quality data. You'll discover how graph technologies help you connect disparate data sources so you can solve healthcare's most challenging problems using advanced analytics. With this book, you'll learn: The different types of healthcare data: electronic health records, clinical registries and trials, digital health tools, and claims data The challenges of working with healthcare data, especially when trying to aggregate data from multiple sources Current options for extracting structured data from clinical text How to make trade-offs when using tools and frameworks for normalizing structured healthcare data How to harmonize healthcare data using terminologies, ontologies, and mappings and crosswalks
    Note: Online resource; Title from title page (viewed August 25, 2022) , Mode of access: World Wide Web.
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