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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: 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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  • 2
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    [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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  • 3
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    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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  • 4
    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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  • 5
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    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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  • 6
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    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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  • 7
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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: 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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  • 8
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    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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  • 9
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098169664 , 1098169662
    Language: Undetermined
    Pages: 1 online resource
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  • 10
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098167585 , 1098167589
    Language: Undetermined
    Pages: 1 online resource
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  • 20
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  • 21
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  • 22
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  • 23
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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 ; Instructional films ; Nonfiction films ; Internet videos
    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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  • 24
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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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  • 25
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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 ; Instructional films ; Nonfiction films ; Internet videos
    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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  • 26
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    Online Resource
    [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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  • 27
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    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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  • 28
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    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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  • 29
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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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  • 30
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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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  • 31
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    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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  • 32
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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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  • 33
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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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  • 34
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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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  • 35
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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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  • 36
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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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  • 37
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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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  • 38
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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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  • 39
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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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  • 40
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    [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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  • 41
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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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  • 42
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    [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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    [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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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    ISBN: 9781098156268 , 1098156269
    Language: Undetermined
    Pages: 1 online resource
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  • 45
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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 ; 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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    Language: Undetermined
    Pages: 1 online resource (1 audio file)
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  • 47
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Edition: Revised Edtion
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Since their introduction in 2017, Transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book shows you how to train and scale these large models using HuggingFace Transformers, a Python-based deep learning library. Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf use a hands-on approach to teach you how Transformers work and how to integrate them in your applications. You'll quickly learn a variety of tasks they can help you solve. Build, debug, and optimize Transformer models for core NLP tasks, such as text classification, named entity recognition, and question answering Learn how Transformers can be used for cross-lingual transfer learning Apply Transformers in real-world scenarios where labeled data is scarce Make Transformer models efficient for deployment using techniques such as distillation, pruning, and quantization Train Transformers from scratch and learn how to scale to multiple GPUs and distributed environments
    Note: Online resource; Title from title page (viewed March 25, 2022)
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  • 48
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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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    [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 ; Electronic books
    Abstract: Over the past two decades, the booming ecommerce and fintech industries have become a breeding ground for fraud. Organizations that conduct business online are constantly engaged in a cat-and-mouse game with these invaders. In this practical book, Gilit Saporta and Shoshana Maraney draw on their experience of fraud fighting to provide best practices, methodologies, and tools to help your organization detect and prevent fraud and other malicious activities. Data scientists, data analysts, and fraud analysts will learn how to identify and quickly respond to attacks. You'll get a comprehensive view of typical incursions as well as recommended detection analytic methods. Online fraud is constantly evolving. This book helps experienced researchers safely guide and protect their organizations in the ever-changing fraud landscape. With this book, you will: Examine current fraud attacks and learn how to mitigate them Find the right balance between preventing fraud and providing a smooth customer experience Share insights across multiple business areas, including ecommerce and banking Evaluate potential risks for a new vertical, market, or product Train and mentor teams by initiating hackathons and kickstarting brainstorming sessions Get a framework of fraud methods and fraud-fighting analytics
    Note: Online resource; Title from title page (viewed April 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 (157 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Data is a fantastic raw resource for powering change in an organization, but all too often the people working in those organizations don't have the necessary skills to communicate with data effectively. With this practical book, subject matter experts will learn ways to develop strong, persuasive points when presenting data to different groups in their organizations. Author Carl Allchin shows anyone how to find data sources and develop data analytics, and teaches those with more data expertise how to visualize data to convey findings to key business leaders more effectively. Once your business and data experts both possess the skills to work with data and interpret its significance, you can deal with questions and challenges in departments across your organization. Learn the fundamental data skills required to work with data Use data visualization to influence change in your organization Learn how to apply data techniques to effectively work with data end to end Understand how to communicate data points clearly and persuasively Appreciate why different stakeholders often have divergent needs and views Create a playbook for using data with different departments
    Note: Online resource; Title from title page (viewed January 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 (63 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The past decade has witnessed a wide adoption of artificial intelligence and machine learning (AI/ML) technologies. However, a lack of oversight into their widespread implementation has resulted in harmful outcomes that could have been avoided with proper oversight. Before we can realize AI/ML's true benefit, practitioners must understand how to mitigate its risks. This book describes responsible AI, a holistic approach for improving AI/ML technology, business processes, and cultural competencies that builds on best practices in risk management, cybersecurity, data privacy, and applied social science. It's an ambitious undertaking that requires a diverse set of talents, experiences, and perspectives. Data scientists and nontechnical oversight folks alike need to be recruited and empowered to audit and evaluate high-impact AI/ML systems. Authors Patrick Hall and Rumman Chowdhury created this guide for a new generation of auditors and assessors who want to make AI systems better for organizations, consumers, and the public at large. Learn how to create a successful and impactful responsible AI practice Get a guide to existing standards, laws, and assessments for adopting AI technologies Look at how existing roles at companies are evolving to incorporate responsible AI Examine business best practices and recommendations for implementing responsible AI Learn technical approaches for responsible AI at all stages of system development
    Note: Online resource; Title from title page (viewed August 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 (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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    [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: 9781098109127 , 1098109120
    Language: English
    Pages: 1 online resource (58 pages)
    Edition: 3rd edition
    Parallel Title: Erscheint auch als
    DDC: 004.068/8
    Keywords: Configuration management ; Programming languages (Electronic computers) ; Open source software ; Electronic books ; local ; Electronic books
    Abstract: Among the many configuration management tools available, Ansible has some distinct advantages: It's minimal in nature. You don't need to install anything on your nodes. And it has an easy learning curve. With this updated third edition, you'll quickly learn how to be productive with this tool, whether you're a developer deploying code to production or a system administrator looking for a better automation solution. Authors Bas Meijer, Lorin Hochstein, and Rene Moser show you how to write playbooks (Ansible's configuration management scripts), manage remote servers, and explore the tool's real power: built-in declarative modules. You'll learn how Ansible has all the functionality you need and the simplicity you desire. Explore Ansible configuration management and deployment Learn how to apply Ansible best practices Understand how to use the new collections format Create a local development environment Generate reusable Ansible content for open source middleware Build container images, images for cloud instances, and cloud computing instances Ready to use Ansible for mission-critical work? With this new edition, you'll learn how to eliminate the guesswork and assumptions when using software engineering methods to validate code quality.
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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  • 55
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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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  • 56
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (156 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: For several consecutive years, Rust has been voted "most loved programming language" in Stack Overflow's annual developer survey. This open source systems programming language is now used for everything from game engines and operating systems to browser components and virtual reality simulation engines. But Rust is also an incredibly complex language with a notoriously difficult learning curve. Rather than focus on the language as a whole, this guide teaches Rust using a single small, complete, focused program in each chapter. Author Ken Youens-Clark shows you how to start, write, and test each of these programs to create a finished product. You'll learn how to handle errors in Rust, read and write files, and use regular expressions, Rust types, structs, and more. Discover how to: Use Rust's standard libraries and data types such as strings, vectors, dictionaries, and sets to create systems programs Write and test Rust programs and functions Read and write files, including stdin, stdout, and stderr Document and validate command-line arguments Write programs that fail gracefully Parse raw and delimited text as well as Excel data Use and control randomness
    Note: Online resource; Title from title page (viewed August 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 (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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  • 58
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098112448 , 109811244X
    Language: English
    Pages: 1 online resource (70 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 006.7/6
    Keywords: Application software Development ; Quantum computing ; Electronic books ; local ; Electronic books ; Quantum computing ; Application software ; Development
    Abstract: Why is the quantum computing market expected to grow by nearly $1.3 billion over the next five years? Given their quantum mechanical nature, quantum computers can solve difficult problems in fields such as chemistry, optimization, finance, and machine learning that classical computers find impossible to unravel. This pocket guide provides software developers with a quick reference to Qiskit, an open source SDK for working with quantum computers. Packed with helpful programming examples, tables, figures, and lists, this handy book helps you find the information you need to develop and debug quantum programs. Whether you're focused on business, engineering, or scientific applications, you'll learn how to choose and apply the appropriate Qiskit classes, methods, and functions. You'll also learn how to use the latest version of the Open Quantum Assembly Language, OpenQASM 3.0.
    Note: Online resource; Title from title page (viewed November 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
    Language: English
    Pages: 1 online resource (82 pages)
    Edition: 1st edition
    DDC: 004.6782
    Keywords: Database management ; Big data ; Data mining ; Data Mining ; Electronic books ; Données volumineuses ; Exploration de données (Informatique) ; Big data ; Data mining ; Database management ; Bases de données ; Gestion
    Abstract: Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available in the framework of the data engineering lifecycle. Authors Joe Reis and Matt Housley walk you through the data engineering lifecycle and show you how to stitch together a variety of cloud technologies to serve the needs of downstream data consumers. You'll understand how to apply the concepts of data generation, ingestion, orchestration, transformation, storage, governance, and deployment that are critical in any data environment regardless of the underlying technology. This book will help you: Assess data engineering problems using an end-to-end data framework of best practices Cut through marketing hype when choosing data technologies, architecture, and processes Use the data engineering lifecycle to design and build a robust architecture Incorporate data governance and security across the data engineering lifecycle
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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  • 60
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (43 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Do your product dashboards look funky? Are your quarterly reports stale? Is the dataset you're using broken or just plain wrong? These problems affect almost every team, yet they're usually addressed on an ad hoc basis and in a reactive manner. If you answered yes to any of the questions above, this book is for you. Many data engineering teams today face the "good pipelines, bad data" problem. It doesn't matter how advanced your data infrastructure is if the data you're piping is bad. In this book, Barr Moses, Lior Gavish, and Molly Vorwerck from the data reliability company Monte Carlo explain how to tackle data quality and trust at scale by leveraging best practices and technologies used by some of the world's most innovative companies. Build more trustworthy and reliable data pipelines Write scripts to make data checks and identify broken pipelines with data observability Program your own data quality monitors from scratch Develop and lead data quality initiatives at your company Generate a dashboard to highlight your company's key data assets Automate data lineage graphs across your data ecosystem Build anomaly detectors for your critical data assets
    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
    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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  • 62
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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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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (350 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: The cloud is becoming the de facto home for companies ranging from enterprises to startups. Moving to the cloud means moving your applications from monolith to microservices. But once you do, maintaining and running these services brings its own level of complexity. The answer? Modularity, deployability, observability, and self-healing capacity through cloud native development. With this practical book, Nishant Singh and Michael Kehoe show you how to build a true cloud native infrastructure on Microsoft Azure, following guidelines from the Cloud Native Computing Foundation (CNCF). DevOps and site reliability engineers will learn how adapting applications to cloud native early in the design phase helps you fully utilize the elasticity and distributed nature of the cloud. Chapters include: "Introduction: Why Cloud Native?" "Infrastructure as Code: Setting Up the Gateway" "Containerizing Your Application: More Than Boxes" "Kubernetes: The Grand Orchestrator" "Creating a Kubernetes Cluster on Azure" "Observability: Following the Breadcrumbs" "Service Discovery and Service Mesh: Finding New Territories and Crossing Borders" "Networking and Policy Management: Behold the Gatekeepers" "Distributed Databases and Storage: The Central Bank" "Getting the Message" "Serverless"
    Note: Online resource; Title from title page (viewed February 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 (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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    Language: English
    Pages: 1 online resource (250 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Software architecture metrics are used to measure the maintainability, architectural quality of a software project and to warn early in the process about dangerous accumulations of architectural and technical debt. In this book leading hands-on software architects introduce some key software architecture metrics through case studies, that every software architect should know. This book is not about theory, it is more about practice and implementation, about what has been already tried and worked. Early detection of software architectural issues is key. It helps mitigate the risk of poor performance, and lowers the cost of repairing these issues.
    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
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: We’ve all worked with architects—some are good, and some that could be better. But what exactly are the traits of a good architect? What skills and qualities should you focus on to become a very good one? Join us for a special conversation with Neal Ford and Agile Developer Inc. founder Venkat Subramaniam. They’ll explore the traits of a good architect and share some tips that will make the journey to become a successful architect a pleasant one. Whether you’re already an architect or you aspire to become one, you’re sure to gain valuable insights that will help you boost your skills. What you’ll learn and how you can apply it Learn how to make Agile software development practical See what the future looks like for software development This recording of a live event is for you because… You want to learn about how to become a more effective architect. You want to improve your skills as an architect. You want to learn how to best adapt to unexpected changes in features. Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Software Architecture: The Hard Parts (book) Take Hands-On Software Design (live online training course with Venkat Subramaniam) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed February 3, 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 (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: As the craft of creation continues to evolve and require more strategic thinking, we must also evolve our mindset and tools to address today’s greatest political, social, environmental, and cultural challenges. Futures design and thinking provides a set of tools that can prepare us for the ever-changing landscape of the future and enable us to better assess the challenges of emerging technologies, climate change, and the implications of dynamic social structures. In this edition of Radar Talks, Design Futures Initiative founder Phil Balagtas takes a deep dive into the futures design and thinking methodology. You’ll learn how to use futures thinking as a strategic tool to uncover threats and opportunities on the near and distant horizon. Recorded on January 10, 2022. See the original event page for resources for further learning or watch recordings of other past events . The O’Reilly Radar Talks series brings you expert opinions on emerging topics through hour-long interactive events. In conversation with some of the industry’s top minds, you’ll look at the early signals indicating significant trends and new technologies that will shape the future—and discover how to begin forging these technologies now. Share your own predictions and ask your questions while gaining insight into our experts’ unique outlooks for the future.
    Note: Online resource; Title from title screen (viewed January 10, 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 (65 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: There are awesome discoveries to be made and valuable stories to be told in datasets--and this book will help you uncover them. Whether you already work with data or just want to understand its possibilities, the techniques and advice in this practical book will help you learn how to better clean, evaluate, and analyze data to generate meaningful insights and compelling visualizations. Through foundational concepts and worked examples, author Susan McGregor provides the tools you need to evaluate and analyze all kinds of data and communicate your findings effectively. This book provides a methodical, jargon-free way for practitioners of all levels to harness the power of data. Use Python 3.8+ to read, write, and transform data from a variety of sources Understand and use programming basics in Python to wrangle data at scale Organize, document, and structure your code using best practices Complete exercises either on your own machine or on the web Collect data from structured data files, web pages, and APIs Perform basic statistical analysis to make meaning from data sets Visualize and present data in clear and compelling ways
    Note: Online resource; Title from title page (viewed February 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 (121 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Most organizations with a web presence build and operate APIs; the doorway for customers to interact with the company's services. Designing, building, and managing these critical programs affect everyone in the organization, from engineers and product owners to C-suite executives. But the real challenge for developers and solution architects is creating an API platform from the ground up. With this practical book, you'll learn strategies for building and testing REST APIs that use API gateways to combine offerings at the microservice level. Authors James Gough, Daniel Bryant, and Matthew Auburn demonstrate how simple additions to this infrastructure can help engineers and organizations migrate to the cloud; and open the opportunity to connect internal services using technologies like a service mesh. Learn API fundamentals and architectural patterns for building an API platform Explore evolving trends such as asynchronous and streaming APIs Help drive your API program by performing an informed architectural role Build and configure key components of an API platform Deploy gateways and service meshes based on case studies Understand core security and vulnerabilities in API architecture Secure data and services using OAuth 2.0, TLS, and web application firewalls
    Note: Online resource; Title from title page (viewed January 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 (82 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Your code is a testament to your skills as a developer. No matter what language you use, your code should be clean, elegant, and uncluttered? With test-driven development (TDD), you'll write better code--code that's easy to understand, retains its elegance, and works for years to come. This indispensable guide will show you how TDD works in three different languages: Go, JavaScript, and Python. With Learning Test-Driven Development at your side, you'll be able to: Tame domain complexity using a divide-and-conquer approach Understand how TDD works across languages, testing frameworks, and domain concepts See how TDD enables continuous integration and continuous delivery Support refactoring and redesign with TDD Set up a continuous integration environment with the unit tests produced during TDD Write clean, uncluttered code using TDD in Go, JavaScript, and Python
    Note: Online resource; Title from title page (viewed January 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 (68 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: What will you learn from this book? Many people who use Git rely on "recipes"—basic copy-paste commands—without understanding how this version control system actually works. But what do you do if you find yourself in a tight spot? You can't simply wing it. With this unique hands-on guide, you'll learn valuable ways to use Git in many different situations. Raju Gandhi peels back the layers to reveal the simple yet powerful engine that powers Git, with activities that help you truly understand this crucial tool as you get it up and running. You’ll master branches, tags, stashes, and merges; learn best practices; collaborate with your team; and unlock the full potential of Git. What’s so special about this book? If you've read a Head First book, you know what to expect—a visually rich format designed for the way your brain works. If you haven't, you're in for a treat. With this book, you’ll learn Git through a multi-sensory experience that engages your mind, rather than a text-heavy approach that puts you to sleep
    Note: Online resource; Title from title page (viewed June 25, 2022) , Mode of access: World Wide Web.
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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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    [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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    [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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  • 75
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (187 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: You'll find several books on MySQL basics today, but only one that covers advanced MySQL performance--and nothing in between. That's because explaining MySQL performance without addressing its complexity is difficult. This practical book bridges the gap by teaching developers mid-level MySQL knowledge beyond the fundamentals, but well shy of deep-level internals required by DBAs. Daniel Nichter shows you how to apply best practices and techniques that directly affect efficient MySQL performance. You'll learn how to focus on query response time, optimize queries and data to increase performance, and monitor and understand the most important MySQL metrics. You'll also discover how not to use MySQL, including situations where this database is clearly the wrong choice. Understand why query response time is the North Star of MySQL performance Learn why indexing, not hardware or MySQL config, is the key to performance Examine query metrics in detail, including aggregation, reporting, and analysis Explore ways of improving query response time through query optimization Understand how to monitor MySQL and learn what the metrics mean
    Note: Online resource; Title from title page (viewed March 25, 2022) , Mode of access: World Wide Web.
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  • 76
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    Online Resource
    [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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  • 77
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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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  • 78
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (51 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Even as spending on digital transformation continues to skyrocket, mainframes nevertheless have major advantages for global enterprises. These systems still process huge amounts of information and allow for highly secure processing. In this practical book, author Tom Taulli shows software developers how to pursue a hybrid approach by integrating traditional mainframes and applications with modern digital systems. By the end of the book, you'll have a solid understanding of the mainframe architecture and ecosystem, including core concepts and technologies such as COBOL, JCL, DB2, VSAM, and CICS. You'll learn how to blend in newer technologies such as the cloud, AI and machine learning, and the use of microservices. This handbook is indispensable for enterprises looking to thrive in the new digital world. Learn strategies and approaches for mainframe DevOps Update and maintain existing mainframe code, and analyze and resolve common errors Apply modern approaches to the mainframe, including microservices, APIs, cloud, and AI and machine learning Work with datasets and databases and put together effective reports Understand how to work with modern cloud systems, like AWS, for pursuing data migration
    Note: Online resource; Title from title page (viewed July 25, 2022) , Mode of access: World Wide Web.
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  • 79
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    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: 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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  • 80
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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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  • 81
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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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  • 82
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (61 pages)
    Edition: 1st edition
    DDC: 005.3
    Keywords: Application software Study guides Development ; Virtual computer systems Study guides ; Open source software ; Computer programmers Certification ; Electronic books ; local ; Electronic books ; Computer programmers ; Certification ; Open source software ; Virtual computer systems ; Application software ; Development ; Study guides
    Abstract: The ability to administer and monitor a Kubernetes cluster is in high demand today. To meet this need, the Cloud Native Computing Foundation developed a certification exam to establish a system administrator's credibility and value in the job market to confidently work in a Kubernetes environment. The Certified Kubernetes Administrator (CKA) certification exam is different from the typical multiple-choice format of other professional certifications. Instead, the CKA is a performance-based exam that requires deep knowledge of the tasks under immense time pressure. This study guide walks you through all the topics covered to fully prepare you for the exam. Author Benjamin Muschko also shares his personal experience with preparing for all aspects of the exam. Learn when and how to apply Kubernetes concepts to administrate a production-grade cluster Understand the objectives, abilities, and tips and tricks needed to pass the CKA exam Explore the ins and outs of the kubectl command-line tool Demonstrate competency to perform the responsibilities of a Kubernetes system administrator Solve real-world Kubernetes problems in a hands-on command-line environment Effectively navigate and solve questions during the CKA exam
    Note: Online resource; Title from title page (viewed November 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
    ISBN: 9781098111724 , 1098111729
    Language: English
    Pages: 1 online resource (35 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.1/14
    Keywords: Functional programming (Computer science) ; Computational complexity ; Electronic books ; local ; Electronic books
    Abstract: Learn how to think and write code like a functional programmer. With this practical guide, software developers familiar with object-oriented programming will dive into the core concepts of functional programming and learn how to use both functional and OOP features together on large or complex software projects. Author Jack Widman uses samples from Java, Python, C#, Scala, and JavaScript to help you gain a new perspective and a set of tools for managing the complexity in your problem domain. You'll be able to write code that's simpler, reusable, easier to test and modify, and more consistently correct. This book also shows you how to use patterns from category theory to help bridge the gap between OOP and functional programming. Learn functional programming fundamentals and explore the way functional programmers approach problems Understand how FP differs from object-oriented and imperative programming Use a set of practical, applicable design patterns that model reality in a functional way Learn how to incorporate FP and OOP features into software projects Apply functional design patterns appropriately and use them to write correct, robust, and easily modifiable code
    Note: Online resource; Title from title page (viewed August 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
    Language: English
    Pages: 1 online resource (37 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: In spatial data science, things in closer proximity to one another likely have more in common than things that are farther apart. With this practical book, geospatial professionals, data scientists, business analysts, geographers, geologists, and others familiar with data analysis and visualization will learn the fundamentals of spatial data analysis to gain a deeper understanding of their data questions. Author Bonny P. McClain demonstrates why detecting and quantifying patterns in geospatial data is vital. Both proprietary and open source platforms allow you to process and visualize spatial information. This book is for people familiar with data analysis or visualization who are eager to explore geospatial integration with Python. This book helps you: Understand the importance of applying spatial relationships in data science Select and apply data layering of both raster and vector graphics Apply location data to leverage spatial analytics Design informative and accurate maps Automate geographic data with Python scripts Explore Python packages for additional functionality Work with atypical data types such as polygons, shape files, and projections Understand the graphical syntax of spatial data science to stimulate curiosity
    Note: Online resource; Title from title page (viewed May 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 (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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  • 86
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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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  • 87
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    [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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  • 88
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781098110703 , 1098110706
    Language: English
    Pages: 1 online resource (75 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 006.3
    Keywords: Artificial intelligence ; Automation ; Decision making Data processing ; Electronic books ; Automation ; Decision making ; Data processing ; Artificial intelligence
    Abstract: Early rules-based artificial intelligence demonstrated intriguing decision-making capabilities but lacked perception and didn't learn. AI today, primed with machine learning perception and deep reinforcement learning capabilities, can perform superhuman decision-making for specific tasks. This book shows you how to combine the practicality of early AI with deep learning capabilities and industrial control technologies to make robust decisions in the real world. Using concrete examples, minimal theory, and a proven architectural framework, author Kence Anderson demonstrates how to teach autonomous AI explicit skills and strategies. You'll learn when and how to use and combine various AI architecture design patterns, as well as how to design advanced AI without needing to manipulate neural networks or machine learning algorithms. Students, process operators, data scientists, machine learning algorithm experts, and engineers who own and manage industrial processes can use the methodology in this book to design autonomous AI. This book examines: Differences between and limitations of automated, autonomous, and human decision-making Unique advantages of autonomous AI for real-time decision-making, with use cases How to design an autonomous AI from modular components and document your designs
    Note: Online resource; Title from title page (viewed June 25, 2022) , Mode of access: World Wide Web.
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  • 89
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (68 pages)
    Edition: 2nd edition
    Keywords: Electronic books
    Abstract: How do you turn raw, unprocessed, or malformed data into dynamic, interactive web visualizations? In this practical book, author Kyran Dale shows data scientists and analysts--as well as Python and JavaScript developers--how to create the ideal toolchain for the job. By providing engaging examples and stressing hard-earned best practices, this guide teaches you how to leverage the power of best-of-breed Python and JavaScript libraries. Python provides accessible, powerful, and mature libraries for scraping, cleaning, and processing data. And while JavaScript is the best language when it comes to programming web visualizations, its data processing abilities can't compare with Python's. Together, these two languages are a perfect complement for creating a modern web-visualization toolchain. This book gets you started. You'll learn how to: Obtain data you need programmatically, using scraping tools or web APIs: Requests, Scrapy, Beautiful Soup Clean and process data using Python's heavyweight data processing libraries within the NumPy ecosystem: Jupyter notebooks with pandas+Matplotlib+Seaborn Deliver the data to a browser with static files or by using Flask, the lightweight Python server, and a RESTful API Pick up enough web development skills (HTML, CSS, JS) to get your visualized data on the web Use the data you've mined and refined to create web charts and visualizations with Plotly, D3, Leaflet, and other libraries
    Note: Online resource; Title from title page (viewed December 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 (69 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Whether you're part of a small startup or a planet-spanning megacorp, this practical book shows data scientists, SREs, and business owners how to run ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model development team in a product organization. By applying an SRE mindset to machine learning, authors and engineering professionals Cathy Chen, Kranti Parisa, Niall Richard Murphy, D. Sculley, Todd Underwood, and featured guests show you how to run an efficient ML system. Whether you want to increase revenue, optimize decision-making, solve problems, or understand and influence customer behavior, you'll learn how to perform day-to-day ML tasks while keeping the bigger picture in mind. You'll examine: What ML is : how it functions and what it relies on Conceptual frameworks for understanding how ML "loops" work Effective "productionization," and how it can be made easily monitorable, deployable, and operable Why ML systems make production troubleshooting more difficult, and how to get around them How ML, product, and production teams can communicate effectively
    Note: Online resource; Title from title page (viewed September 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 (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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  • 92
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    [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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  • 93
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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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    [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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    [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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  • 96
    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
    Keywords: Electronic books
    Abstract: Causal inference lies at the heart of our ability to understand why things happen by helping us predict the results of our actions. This process is vital for businesses that aspire to turn data and information into valuable knowledge. With this report, data scientists and analysts will learn a principled way of thinking about causality, using a suite of causal inference techniques now available. Authors Hugo Bowne-Anderson, a data science consultant, and Mike Loukides, vice president of content strategy at O'Reilly Media, introduce causality and discuss randomized control trials (RCTs), key aspects of causal graph theory, and much-needed techniques from econometrics. You'll explore: Techniques from econometrics, including randomized control trials, the causality gold standard used in A/B-testing The constant-effects model for dealing with all things not being equal across the groups you're comparing Regression for dealing with confounding variables and selection bias Instrumental variables to estimate causal relationships in situations where regression won't work Techniques from causal graph theory including forks and colliders, the graphical tools for representing common causal patterns Backdoor and front-door adjustments for making causal inferences in the presence of confounders
    Note: Online resource; Title from title page (viewed January 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 (35 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: By 2025, the estimated global volume of data is expected to reach 180 ZB, more than double the amount collected in 2020. Yet despite data's increased presence and value within organizations, solutions for ensuring data quality have received little attention. This report examines how adequate observability combined with best practices for data logging and monitoring can help organizations efficiently redistribute their management of data quality and analytics. Kensu CEO Andy Petrella explains how a data observability solution will help your IT and data teams detect and stop incident propagation by tracking and measuring data usage performance across systems, projects, and applications in real time. You'll discover how data observability makes it much easier to find and fix the root cause of problems. Learn how to monitor applications that collect, copy, and modify data Detect anomalies based on historical data information Leverage lineage and historical data information to find an incidentâ??s initial cause Use automated logging and tracing of data and data pipelines to evaluate quality and identify issues Apply DevOps practices to achieve greater visibility, confidence, and speed at the data level Explore how data observability influences team dynamics
    Note: Online resource; Title from title page (viewed February 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 (1 video file, approximately 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: In this edition of Radar Talks, O’Reilly VP of content strategy Rachel Roumeliotis explores the technology trends that will help ensure you’re building a cloud-based, data-driven, and AI-enhanced business today that will be a catalyst for your success tomorrow. Learn what you need to know now, illustrated with usage and search stats from the O’Reilly learning platform and insights from O’Reilly’s respected editorial team. Recorded on February 1, 2022. See the original event page for resources for further learning or watch recordings of other past events . The O’Reilly Radar Talks series brings you expert opinions on emerging topics through hour-long interactive events. In conversation with some of the industry’s top minds, you’ll look at the early signals indicating significant trends and new technologies that will shape the future—and discover how to begin forging these technologies now. Share your own predictions and ask your questions while gaining insight into our experts’ unique outlooks for the future.
    Note: Online resource; Title from title screen (viewed February 1, 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 (322 pages)
    Edition: 3rd edition
    Keywords: Electronic books
    Abstract: Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. With this updated third edition, author Aurelien Geron explores a range of techniques, starting with simple linear regression and progressing to deep neural networks. Numerous code examples and exercises throughout the book help you apply what you've learned. Programming experience is all you need to get started. Use scikit-learn to track an example machine learning project end to end Explore several models, including support vector machines, decision trees, random forests, and ensemble methods Exploit unsupervised learning techniques such as dimensionality reduction, clustering, and anomaly detection Dive into neural net architectures, including convolutional nets, recurrent nets, generative adversarial networks, and transformers Use TensorFlow and Keras to build and train neural nets for computer vision, natural language processing, generative models, and deep reinforcement learning Train neural nets using multiple GPUs and deploy them at scale using Google's Vertex AI
    Note: Online resource; Title from title page (viewed October 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 (35 pages)
    Edition: 1st edition
    Keywords: Electronic books
    Abstract: Machine learning has accelerated in several industries recently, enabling companies to automate decisions and act based on predicted futures. In time, nearly all major industries will embed ML into the core of their businesses, but right now the gap between companies that successfully adopt ML and those that fail continues to grow. This report examines why so many ML initiatives stall, especially at the stage of moving models from proof of concept to production. Authors Ben Epstein and Paige Roberts examine the strengths and weaknesses of data lake and data warehouse analytic architectures, including the ways that companies use them cooperatively in production. You'll learn how to merge these separate technology stacks into a unified architecture that will streamline the daily workflows of data scientists and data engineers, and facilitate the seamless transition of models from development into production. With this report, you'll explore: Why the unique challenges of MLOps have caused so many ML applications to fail The evolution of data warehouse and data lake architectures How a unified analytics architecture enables you to unite the workflows of business analysts and data scientists How this architecture helps you get new ML projects into production as easily as creating new tables on a dashboard The advantages of in-database ML, including enhanced security, speed and scalability, accessibility, governance, and production readiness
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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