Grokking Continuous Delivery

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Grokking Continuous Delivery

Author : Christie Wilson
Publisher : Simon and Schuster
ISBN 13 : 1617298255
Total Pages : 422 pages
Book Rating : 4.6/5 (172 download)

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Book Synopsis Grokking Continuous Delivery by : Christie Wilson

Download or read book Grokking Continuous Delivery written by Christie Wilson and published by Simon and Schuster. This book was released on 2022-11-08 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build and use systems that safely automate software delivery from testing through release with this jargon-busting guide to Continuous Delivery pipelines. In Grokking Continuous Delivery you will learn how to: Design effective CD pipelines for new and legacy projects Keep your software projects release-ready Maintain effective tests Scale CD across multiple applications Ensure pipelines give the right signals at the right time Use version control as the source of truth Safely automate deployments with metrics Describe CD in a way that makes sense to your colleagues Grokking Continuous Delivery teaches you the design and purpose of continuous delivery systems that you can use with any language or stack. You’ll learn directly from your mentor Christie Wilson, Google engineer and co-creator of the Tekton CI/CD framework. Using crystal-clear, well-illustrated examples, Christie lays out the practical nuts and bolts of continuous delivery for developers and pipeline designers. In each chapter, you’ll uncover the proper approaches to solve the real-world challenges of setting up a CD pipeline. With this book as your roadmap, you’ll have a clear plan for bringing CD to your team without the need for costly trial-and-error experimentation. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Keep your codebase release-ready. A continuous delivery pipeline automates version control, testing, and deployment with minimal developer intervention. Master the tools and practices of continuous delivery, and you’ll be able to add features and push updates quickly and consistently. About the book Grokking Continuous Delivery is a friendly guide to setting up and working with a continuous delivery pipeline. Each chapter takes on a different scenario you’ll face when setting up a CD system, with real-world examples like automated scaling and testing legacy applications. Taking a tool-agnostic approach, author Christie Wilson guides you each step of the way with illustrations, crystal-clear explanations, and practical exercises to lock in what you’re learning. What's inside Design effective CD pipelines for new and legacy projects Ensure your pipelines give the right signals at the right times Version control as the source of truth Safely automate deployments About the reader For software engineers who want to add CD to their development process. About the author Christie Wilson is a software engineer at Google, where she co-created Tekton, a cloud-native CI/CD platform built on Kubernetes. Table of Contents PART 1 Introducing continuous delivery 1 Welcome to Grokking Continuous Delivery 2 A basic pipeline PART 2 Keeping software in a deliverable state at all times 3 Version control is the only way to roll 4 Use linting effectively 5 Dealing with noisy tests 6 Speeding up slow test suites 7 Give the right signals at the right times PART 3 Making delivery easy 8 Easy delivery starts with version control 9 Building securely and reliably 10 Deploying confidently PART 4 CD design 11 Starter packs: From zero to CD 12 Scripts are code, too 13 Pipeline design

A Practical Guide to Continuous Delivery

Author : Eberhard Wolff
Publisher : Addison-Wesley Professional
ISBN 13 : 0134691547
Total Pages : 472 pages
Book Rating : 4.1/5 (346 download)

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Book Synopsis A Practical Guide to Continuous Delivery by : Eberhard Wolff

Download or read book A Practical Guide to Continuous Delivery written by Eberhard Wolff and published by Addison-Wesley Professional. This book was released on 2017-02-24 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using Continuous Delivery, you can bring software into production more rapidly, with greater reliability. A Practical Guide to Continuous Delivery is a 100% practical guide to building Continuous Delivery pipelines that automate rollouts, improve reproducibility, and dramatically reduce risk. Eberhard Wolff introduces a proven Continuous Delivery technology stack, including Docker, Chef, Vagrant, Jenkins, Graphite, the ELK stack, JBehave, and Gatling. He guides you through applying these technologies throughout build, continuous integration, load testing, acceptance testing, and monitoring. Wolff’s start-to-finish example projects offer the basis for your own experimentation, pilot programs, and full-fledged deployments. A Practical Guide to Continuous Delivery is for everyone who wants to introduce Continuous Delivery, with or without DevOps. For managers, it introduces core processes, requirements, benefits, and technical consequences. Developers, administrators, and architects will gain essential skills for implementing and managing pipelines, and for integrating Continuous Delivery smoothly into software architectures and IT organizations. Understand the problems that Continuous Delivery solves, and how it solves them Establish an infrastructure for maximum software automation Leverage virtualization and Platform as a Service (PAAS) cloud solutions Implement build automation and continuous integration with Gradle, Maven, and Jenkins Perform static code reviews with SonarQube and repositories to store build artifacts Establish automated GUI and textual acceptance testing with behavior-driven design Ensure appropriate performance via capacity testing Check new features and problems with exploratory testing Minimize risk throughout automated production software rollouts Gather and analyze metrics and logs with Elasticsearch, Logstash, Kibana (ELK), and Graphite Manage the introduction of Continuous Delivery into your enterprise Architect software to facilitate Continuous Delivery of new capabilities

Continuous Delivery Pipeline - Where Does It Choke?

Author : Juni Mukherjee
Publisher : Lulu.com
ISBN 13 : 1329964411
Total Pages : 94 pages
Book Rating : 4.3/5 (299 download)

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Book Synopsis Continuous Delivery Pipeline - Where Does It Choke? by : Juni Mukherjee

Download or read book Continuous Delivery Pipeline - Where Does It Choke? written by Juni Mukherjee and published by Lulu.com. This book was released on 2012-04 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: I have worked in Continuous Delivery projects for yet-to-be-famous tech startups and with well-established companies like Apple, Yahoo!, GoPro, ThoughtWorks, Walmart.com and PricewaterhouseCoopers Ltd. I share my experience of releasing software from a so

Hands-On Continuous Integration and Delivery

Author : Jean-Marcel Belmont
Publisher : Packt Publishing Ltd
ISBN 13 : 1789133076
Total Pages : 401 pages
Book Rating : 4.7/5 (891 download)

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Book Synopsis Hands-On Continuous Integration and Delivery by : Jean-Marcel Belmont

Download or read book Hands-On Continuous Integration and Delivery written by Jean-Marcel Belmont and published by Packt Publishing Ltd. This book was released on 2018-08-29 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understand various tools and practices for building a continuous integration and delivery pipeline effectively Key Features Get up and running with the patterns of continuous integration Learn Jenkins UI for developing plugins and build an effective Jenkins pipeline Automate CI/CD with command-line tools and scripts Book Description Hands-On Continuous Integration and Delivery starts with the fundamentals of continuous integration (CI) and continuous delivery (CD) and where it fits in the DevOps ecosystem. You will explore the importance of stakeholder collaboration as part of CI/CD. As you make your way through the chapters, you will get to grips with Jenkins UI, and learn to install Jenkins on different platforms, add plugins, and write freestyle scripts. Next, you will gain hands-on experience of developing plugins with Jenkins UI, building the Jenkins 2.0 pipeline, and performing Docker integration. In the concluding chapters, you will install Travis CI and Circle CI and carry out scripting, logging, and debugging, helping you to acquire a broad knowledge of CI/CD with Travis CI and CircleCI. By the end of this book, you will have a detailed understanding of best practices for CI/CD systems and be able to implement them with confidence. What you will learn Install Jenkins on multiple operating systems Work with Jenkins freestyle scripts, pipeline syntax, and methodology Explore Travis CI build life cycle events and multiple build languages Master the Travis CI CLI (command-line interface) and automate tasks with the CLI Use CircleCI CLI jobs and work with pipelines Automate tasks using CircleCI CLI and learn to debug and troubleshoot Learn open source tooling such as Git and GitHub Install Docker and learn concepts in shell scripting Who this book is for Hands-On Continuous Integration and Delivery is for system administrators, DevOps engineers, and build and release engineers who want to understand the concept of CI and gain hands-on experience working with prominent tools in the CI ecosystem. Basic knowledge of software delivery is an added advantage.

Grokking Deep Learning

Author : Andrew W. Trask
Publisher : Simon and Schuster
ISBN 13 : 163835720X
Total Pages : 475 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Grokking Deep Learning by : Andrew W. Trask

Download or read book Grokking Deep Learning written by Andrew W. Trask and published by Simon and Schuster. This book was released on 2019-01-23 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Deep learning, a branch of artificial intelligence, teaches computers to learn by using neural networks, technology inspired by the human brain. Online text translation, self-driving cars, personalized product recommendations, and virtual voice assistants are just a few of the exciting modern advancements possible thanks to deep learning. About the Book Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Using only Python and its math-supporting library, NumPy, you'll train your own neural networks to see and understand images, translate text into different languages, and even write like Shakespeare! When you're done, you'll be fully prepared to move on to mastering deep learning frameworks. What's inside The science behind deep learning Building and training your own neural networks Privacy concepts, including federated learning Tips for continuing your pursuit of deep learning About the Reader For readers with high school-level math and intermediate programming skills. About the Author Andrew Trask is a PhD student at Oxford University and a research scientist at DeepMind. Previously, Andrew was a researcher and analytics product manager at Digital Reasoning, where he trained the world's largest artificial neural network and helped guide the analytics roadmap for the Synthesys cognitive computing platform. Table of Contents Introducing deep learning: why you should learn it Fundamental concepts: how do machines learn? Introduction to neural prediction: forward propagation Introduction to neural learning: gradient descent Learning multiple weights at a time: generalizing gradient descent Building your first deep neural network: introduction to backpropagation How to picture neural networks: in your head and on paper Learning signal and ignoring noise:introduction to regularization and batching Modeling probabilities and nonlinearities: activation functions Neural learning about edges and corners: intro to convolutional neural networks Neural networks that understand language: king - man + woman == ? Neural networks that write like Shakespeare: recurrent layers for variable-length data Introducing automatic optimization: let's build a deep learning framework Learning to write like Shakespeare: long short-term memory Deep learning on unseen data: introducing federated learning Where to go from here: a brief guide

DevOps: Continuous Delivery, Integration, and Deployment with DevOps

Author : Sricharan Vadapalli
Publisher : Packt Publishing Ltd
ISBN 13 : 1789131251
Total Pages : 134 pages
Book Rating : 4.7/5 (891 download)

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Book Synopsis DevOps: Continuous Delivery, Integration, and Deployment with DevOps by : Sricharan Vadapalli

Download or read book DevOps: Continuous Delivery, Integration, and Deployment with DevOps written by Sricharan Vadapalli and published by Packt Publishing Ltd. This book was released on 2018-03-13 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the high-in demand core DevOps strategies with powerful DevOps tools such as Ansible, Jenkins, and Chef Key Features ●Get acquainted with methodologies and tools of the DevOps framework ●Perform continuous integration, delivery, deployment, and monitoring using DevOps tools ●Explore popular tools such as Git, Jenkins, Maven, Gerrit, Nexus, Selenium, and so on ●Embedded with assessments that will help you revise the concepts you have learned in this book Book Description DevOps is the most widely used software engineering culture and practice that aim sat software development and operation. Continuous integration is a cornerstone technique of DevOps that merges software code updates from developers into a shared central mainline. This book takes a practical approach and covers the tools and strategies of DevOps. It starts with familiarizing you with DevOps framework and then shows how toper form continuous delivery, integration, and deployment with DevOps. You will explore DevOps process maturity frameworks and progression models with checklist templates for each phase of DevOps. You will also be familiar with agile terminology, methodology, and the benefits accrued by an organization by adopting it. You will also get acquainted with popular tools such as Git, Jenkins ,Maven, Gerrit, Nexus, Selenium, and so on.You will learn configuration, automation, and the implementation of infrastructure automation (Infrastructure as Code) with tools such as Chef and Ansible. This book is ideal for engineers, architects, and developers, who wish to learn the core strategies of DevOps. What you will learn ●Get familiar with life cycle models, maturity states, progression and best practices of DevOps frameworks ●Learn to set up Jenkins and integrate it with Git ●Know how to build jobs and perform testing with Jenkins ●Implement infrastructure automation (Infrastructure as Code) with tools such as Chef and Ansible ●Understand continuous monitoring process with tools such as Splunk and Nagios ●Learn how Splunk improves the code quality Who this book is for This book is for engineers, architects, and developers, who wish to learn the core strategies of DevOps.

Continuous Delivery Pipeline - Where Does It Choke?

Author : Juni Mukherjee
Publisher : CreateSpace
ISBN 13 : 9781511951227
Total Pages : 150 pages
Book Rating : 4.9/5 (512 download)

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Book Synopsis Continuous Delivery Pipeline - Where Does It Choke? by : Juni Mukherjee

Download or read book Continuous Delivery Pipeline - Where Does It Choke? written by Juni Mukherjee and published by CreateSpace. This book was released on 2015-05-29 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: I have worked in Continuous Delivery projects for yet-to-be-famous tech startups and with well-established companies like Apple, Yahoo!, GoPro, ThoughtWorks, Walmart.com and PricewaterhouseCoopers Ltd. I share my experience of releasing software from a source code control repository to Production, and how the manual processes can be fully automated with good design and smart decisions. In this book, I zoom in on the choking points, so that my readers can accelerate through their own design and implementations. This is how I have structured the book: Chapter 1: Introduction Eases my readers into understanding and appreciating a Continuous Delivery Pipeline, removes confusion between Continuous Integration and Continuous Delivery, gives a brief introduction about me and who I am grateful to. Chapter 2: Pipeline Architecture and Design Establishes basic definitions, explains how CD's success depends on the Product Architecture, designs the CD Pipeline Architecture, designs the various stages of the Pipeline from Git to Production, talks about Pipeline Visualization and the emphasizes the importance of managing Pipeline artifacts. Chapter 3: Continuous Testing - Choking Points Discusses the types of tests that need to be done in the Pipeline, the tests that are not types by themselves but just concepts, a three-tier Test Framework Design that improves maintainability, Test Data Strategy and Data Generation techniques, the downside of traditional Test Case Repositories and Test Reporting as part of Continuous Delivery. Chapter 4: Continuous Deployment - Choking Points Discusses dependency management, pre-deploy hooks and post-deploy hooks, anxiety about deployment to Production and Immutable Infrastructure. Chapter 5: Code Promotion - One Stage At A Time Discusses institution of software gates that allow/disallow the flow of code from one stage of the Pipeline to the next, all the way to Production through a Continuous Delivery environment. Chapter 6: Release and Change Management Discusses Feature Branches, respecting the Mainline, Feature Toggles, Release Toggles, Business Toggles, Rollback Strategy, A/B tests and Canary Releases. Chapter 7: The Magnificent Seven Discusses the seven areas, which have tripped Continuous Delivery teams in the past, namely Cloud, Big Data, Data Science, Databases, Mobile, People and Budget. Chapter 8: Continuous Delivery Analytics Detailed discussion on success metrics, pre-production signals, post-production signals, Stability Index and its relationship to signals and designing Continuous Delivery dashboards that measure ROI. Chapter 9: CD-as-a-Service Talks about designing a CD Minimum Viable Product, discusses offering the CD platform as a PaaS such that teams can sign a Pipeline Contract and hop on, discusses the structure of the Pipeline Contract and how to make CD-as-a-Service secure. Chapter 10: Continuous Delivery in an Agile Framework Discusses the importance of having a single, prioritized Product Backlog, Sprint Backlog, Feature Team, Product Owner and their roles in CD, Scrum Master, Tech Lead, DoD - Definition Of Done, Impediment Backlog and how code is the new documentation, unless it's spaghetti. Chapter 11: The Beginning Discusses CD patterns and anti-patterns and illustrates how Continuous Delivery can be applied to industries other than software. Chapter 12: Resources Places where you can find great information. Overall, this book discusses Continuous Delivery Pipeline design and implementation aspects and provides thought leadership for teams building a Continuous Delivery Pipeline. Tools is an evolving area and this book focuses on the big picture, instead of making strong recommendations on any tool. While I mention a lot of different tools that I have used in the industry, my readers are encouraged to do their own research.

Pipeline as Code

Author : Mohamed Labouardy
Publisher : Simon and Schuster
ISBN 13 : 163835037X
Total Pages : 750 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Pipeline as Code by : Mohamed Labouardy

Download or read book Pipeline as Code written by Mohamed Labouardy and published by Simon and Schuster. This book was released on 2021-11-23 with total page 750 pages. Available in PDF, EPUB and Kindle. Book excerpt: Start thinking about your development pipeline as a mission-critical application. Discover techniques for implementing code-driven infrastructure and CI/CD workflows using Jenkins, Docker, Terraform, and cloud-native services. In Pipeline as Code, you will master: Building and deploying a Jenkins cluster from scratch Writing pipeline as code for cloud-native applications Automating the deployment of Dockerized and Serverless applications Containerizing applications with Docker and Kubernetes Deploying Jenkins on AWS, GCP and Azure Managing, securing and monitoring a Jenkins cluster in production Key principles for a successful DevOps culture Pipeline as Code is a practical guide to automating your development pipeline in a cloud-native, service-driven world. You’ll use the latest infrastructure-as-code tools like Packer and Terraform to develop reliable CI/CD pipelines for numerous cloud-native applications. Follow this book's insightful best practices, and you’ll soon be delivering software that’s quicker to market, faster to deploy, and with less last-minute production bugs. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Treat your CI/CD pipeline like the real application it is. With the Pipeline as Code approach, you create a collection of scripts that replace the tedious web UI wrapped around most CI/CD systems. Code-driven pipelines are easy to use, modify, and maintain, and your entire CI pipeline becomes more efficient because you directly interact with core components like Jenkins, Terraform, and Docker. About the book In Pipeline as Code you’ll learn to build reliable CI/CD pipelines for cloud-native applications. With Jenkins as the backbone, you’ll programmatically control all the pieces of your pipeline via modern APIs. Hands-on examples include building CI/CD workflows for distributed Kubernetes applications, and serverless functions. By the time you’re finished, you’ll be able to swap manual UI-based adjustments with a fully automated approach! What's inside Build and deploy a Jenkins cluster on scale Write pipeline as code for cloud-native applications Automate the deployment of Dockerized and serverless applications Deploy Jenkins on AWS, GCP, and Azure Grasp key principles of a successful DevOps culture About the reader For developers familiar with Jenkins and Docker. Examples in Go. About the author Mohamed Labouardy is the CTO and co-founder of Crew.work, a Jenkins contributor, and a DevSecOps evangelist. Table of Contents PART 1 GETTING STARTED WITH JENKINS 1 What’s CI/CD? 2 Pipeline as code with Jenkins PART 2 OPERATING A SELF-HEALING JENKINS CLUSTER 3 Defining Jenkins architecture 4 Baking machine images with Packer 5 Discovering Jenkins as code with Terraform 6 Deploying HA Jenkins on multiple cloud providers PART 3 HANDS-ON CI/CD PIPELINES 7 Defining a pipeline as code for microservices 8 Running automated tests with Jenkins 9 Building Docker images within a CI pipeline 10 Cloud-native applications on Docker Swarm 11 Dockerized microservices on K8s 12 Lambda-based serverless functions PART 4 MANAGING, SCALING, AND MONITORING JENKINS 13 Collecting continuous delivery metrics 14 Jenkins administration and best practices

Repeatability, Reliability, and Scalability through GitOps

Author : Bryan Feuling
Publisher : Packt Publishing Ltd
ISBN 13 : 1801074313
Total Pages : 292 pages
Book Rating : 4.8/5 (1 download)

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Book Synopsis Repeatability, Reliability, and Scalability through GitOps by : Bryan Feuling

Download or read book Repeatability, Reliability, and Scalability through GitOps written by Bryan Feuling and published by Packt Publishing Ltd. This book was released on 2021-05-14 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to best use GitOps to automate manual tasks in the continuous delivery and deployment process Key FeaturesExplore the different GitOps schools of thought and understand which GitOps practices will work for you and your teamGet up and running with the fundamentals of GitOps implementationUnderstand how to effectively automate the deployment and delivery processBook Description The world of software delivery and deployment has come a long way in the last few decades. From waterfall methods to Agile practices, every company that develops its own software has to overcome various challenges in delivery and deployment to meet customer and market demands. This book will guide you through common industry practices for software delivery and deployment. Throughout the book, you'll follow the journey of a DevOps team that matures their software release process from quarterly deployments to continuous delivery using GitOps. With the help of hands-on tutorials, projects, and self-assessment questions, you'll build your knowledge of GitOps basics, different types of GitOps practices, and how to decide which GitOps practice is the best for your company. As you progress, you'll cover everything from building declarative language files to the pitfalls in performing continuous deployment with GitOps. By the end of this book, you'll be well-versed with the fundamentals of delivery and deployment, the different schools of GitOps, and how to best leverage GitOps in your teams. What you will learnExplore a variety of common industry tools for GitOpsUnderstand continuous deployment, continuous delivery, and why they are importantGain a practical understanding of using GitOps as an engineering organizationBecome well-versed with using GitOps and Kubernetes togetherLeverage Git events for automated deploymentsImplement GitOps best practices and find out how to avoid GitOps pitfallsWho this book is for This book is for engineering leaders and anyone working in software engineering, DevOps, SRE, build/release, or cloud automation teams. A basic understanding of the DevOps software development life cycle (SDLC) will help you to get the most out of this book.

Continuous Delivery

Author : Jez Humble
Publisher : Pearson Education
ISBN 13 : 0321670221
Total Pages : 956 pages
Book Rating : 4.3/5 (216 download)

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Book Synopsis Continuous Delivery by : Jez Humble

Download or read book Continuous Delivery written by Jez Humble and published by Pearson Education. This book was released on 2010-07-27 with total page 956 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner of the 2011 Jolt Excellence Award! Getting software released to users is often a painful, risky, and time-consuming process. This groundbreaking new book sets out the principles and technical practices that enable rapid, incremental delivery of high quality, valuable new functionality to users. Through automation of the build, deployment, and testing process, and improved collaboration between developers, testers, and operations, delivery teams can get changes released in a matter of hours— sometimes even minutes–no matter what the size of a project or the complexity of its code base. Jez Humble and David Farley begin by presenting the foundations of a rapid, reliable, low-risk delivery process. Next, they introduce the “deployment pipeline,” an automated process for managing all changes, from check-in to release. Finally, they discuss the “ecosystem” needed to support continuous delivery, from infrastructure, data and configuration management to governance. The authors introduce state-of-the-art techniques, including automated infrastructure management and data migration, and the use of virtualization. For each, they review key issues, identify best practices, and demonstrate how to mitigate risks. Coverage includes • Automating all facets of building, integrating, testing, and deploying software • Implementing deployment pipelines at team and organizational levels • Improving collaboration between developers, testers, and operations • Developing features incrementally on large and distributed teams • Implementing an effective configuration management strategy • Automating acceptance testing, from analysis to implementation • Testing capacity and other non-functional requirements • Implementing continuous deployment and zero-downtime releases • Managing infrastructure, data, components and dependencies • Navigating risk management, compliance, and auditing Whether you’re a developer, systems administrator, tester, or manager, this book will help your organization move from idea to release faster than ever—so you can deliver value to your business rapidly and reliably.

Grokking Machine Learning

Author : Luis Serrano
Publisher : Simon and Schuster
ISBN 13 : 1617295914
Total Pages : 510 pages
Book Rating : 4.6/5 (172 download)

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Book Synopsis Grokking Machine Learning by : Luis Serrano

Download or read book Grokking Machine Learning written by Luis Serrano and published by Simon and Schuster. This book was released on 2021-12-14 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Grokking Machine Learning presents machine learning algorithms and techniques in a way that anyone can understand. This book skips the confused academic jargon and offers clear explanations that require only basic algebra. As you go, you'll build interesting projects with Python, including models for spam detection and image recognition. You'll also pick up practical skills for cleaning and preparing data.

Developer Testing

Author : Alexander Tarlinder
Publisher : Addison-Wesley Professional
ISBN 13 : 0134291085
Total Pages : 629 pages
Book Rating : 4.1/5 (342 download)

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Book Synopsis Developer Testing by : Alexander Tarlinder

Download or read book Developer Testing written by Alexander Tarlinder and published by Addison-Wesley Professional. This book was released on 2016-09-07 with total page 629 pages. Available in PDF, EPUB and Kindle. Book excerpt: How do successful agile teams deliver bug-free, maintainable software—iteration after iteration? The answer is: By seamlessly combining development and testing. On such teams, the developers write testable code that enables them to verify it using various types of automated tests. This approach keeps regressions at bay and prevents “testing crunches”—which otherwise may occur near the end of an iteration—from ever happening. Writing testable code, however, is often difficult, because it requires knowledge and skills that cut across multiple disciplines. In Developer Testing, leading test expert and mentor Alexander Tarlinder presents concise, focused guidance for making new and legacy code far more testable. Tarlinder helps you answer questions like: When have I tested this enough? How many tests do I need to write? What should my tests verify? You’ll learn how to design for testability and utilize techniques like refactoring, dependency breaking, unit testing, data-driven testing, and test-driven development to achieve the highest possible confidence in your software. Through practical examples in Java, C#, Groovy, and Ruby, you’ll discover what works—and what doesn’t. You can quickly begin using Tarlinder’s technology-agnostic insights with most languages and toolsets while not getting buried in specialist details. The author helps you adapt your current programming style for testability, make a testing mindset “second nature,” improve your code, and enrich your day-to-day experience as a software professional. With this guide, you will Understand the discipline and vocabulary of testing from the developer’s standpoint Base developer tests on well-established testing techniques and best practices Recognize code constructs that impact testability Effectively name, organize, and execute unit tests Master the essentials of classic and “mockist-style” TDD Leverage test doubles with or without mocking frameworks Capture the benefits of programming by contract, even without runtime support for contracts Take control of dependencies between classes, components, layers, and tiers Handle combinatorial explosions of test cases, or scenarios requiring many similar tests Manage code duplication when it can’t be eliminated Actively maintain and improve your test suites Perform more advanced tests at the integration, system, and end-to-end levels Develop an understanding for how the organizational context influences quality assurance Establish well-balanced and effective testing strategies suitable for agile teams

Accelerate

Author : Nicole Forsgren PhD
Publisher : IT Revolution
ISBN 13 : 1942788355
Total Pages : 288 pages
Book Rating : 4.9/5 (427 download)

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Book Synopsis Accelerate by : Nicole Forsgren PhD

Download or read book Accelerate written by Nicole Forsgren PhD and published by IT Revolution. This book was released on 2018-03-27 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner of the Shingo Publication Award Accelerate your organization to win in the marketplace. How can we apply technology to drive business value? For years, we've been told that the performance of software delivery teams doesn't matter―that it can't provide a competitive advantage to our companies. Through four years of groundbreaking research to include data collected from the State of DevOps reports conducted with Puppet, Dr. Nicole Forsgren, Jez Humble, and Gene Kim set out to find a way to measure software delivery performance―and what drives it―using rigorous statistical methods. This book presents both the findings and the science behind that research, making the information accessible for readers to apply in their own organizations. Readers will discover how to measure the performance of their teams, and what capabilities they should invest in to drive higher performance. This book is ideal for management at every level.

Continuous Delivery 2.0

Author : Qiao Liang
Publisher : CRC Press
ISBN 13 : 1000474763
Total Pages : 362 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Continuous Delivery 2.0 by : Qiao Liang

Download or read book Continuous Delivery 2.0 written by Qiao Liang and published by CRC Press. This book was released on 2021-12-30 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: The agile transformation is an act of transforming an organization’s form or nature gradually to one that can embrace and thrive in a flexible, collaborative, self-organizing, and fast-changing environment. It seems like most of the companies starting an agile transformation never reach the goal of agility, but there are those few that truly become agile and reap incredible benefits by utilizing DevOps as well. This book introduces the theory and practice of the "double-flywheels model" of Continuous Delivery 2.0: Discovery Loop, which allows information technology (IT) organizations to help businesses figure out the most efficacious ways to develop. Additionally, it explores applications of the Verification Loop that allows IT organizations to deliver value quickly and safely with high quality. Along the way, the book provides an array of insights and case studies that dive into all the aspects of software delivery, and how to implement Continuous Delivery in the most economical way for long-run business development. Features Organization culture and software architecture Business requirement management Pipeline and tooling Branching and releasing strategy Automation strategy Configuration and artefacts management Deployment and production healthy The case studies at the end of the book—scenarios in which the author was personally involved—are explored in depth and meticulously detailed in order to represent typical agile transition scenarios that will benefit all readers.

Publishing Python Packages

Author : Dane Hillard
Publisher : Simon and Schuster
ISBN 13 : 1638351686
Total Pages : 369 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Publishing Python Packages by : Dane Hillard

Download or read book Publishing Python Packages written by Dane Hillard and published by Simon and Schuster. This book was released on 2023-02-28 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Create masterful, maintainable Python packages! This book includes pro tips for design, automation, testing, deployment, and even release as an open source project! In Publishing Python Packages you will learn how to: Build extensions and console script commands Use tox to automate packaging, installing, and testing Build a continuous integration pipeline using GitHub Actions Improve code quality and reduce manual review using black, mypy, and flake8 Create published documentation for your packages Keep packages up to date with pyupgrade and Dependabot Foster an open source community using GitHub features Publishing Python Packages teaches you how to easily share your Python code with your team and the outside world. Learn a repeatable and highly automated process for package maintenance that’s based on the best practices, tools, and standards of Python packaging. This book walks you through creating a complete package, including a C extension, and guides you all the way to publishing on the Python Package Index. Whether you’re entirely new to Python packaging or looking for optimal ways to maintain and scale your packages, this fast-paced and engaging guide is for you. Foreword by David Beazley. About the technology Successful Python packages install easily, run flawlessly, and stay reliably up to date. Publishing perfect Python packages requires a rigorous process that supports systematic testing and review, along with excellent documentation. Fortunately, the Python ecosystem includes tools and techniques to automate package creation and publishing. About the book Publishing Python Packages presents a practical process for sharing Python code in an automated and scalable way. Get hands-on experience with the latest packaging tools, and learn the ins and outs of package testing and continuous integration. You’ll even get pro tips for setting up a maintainable open source project, including licensing, documentation, and nurturing a community of contributors. What's inside Build extensions and console script commands Improve code quality with automated review and testing Create excellent documentation Keep packages up to date with pyupgrade and Dependabot About the reader For intermediate Python programmers. About the author Dane Hillard has spent the majority of his development career using Python to build web applications. Table of Contents PART 1 FOUNDATIONS 1 The what and why of Python packages 2 Preparing for package development 3 The anatomy of a minimal Python package PART 2 CREATING A VIABLE PACKAGE 4 Handling package dependencies, entry points, and extensions 5 Building and maintaining a test suite 6 Automating code quality tooling PART 3 GOING PUBLIC 7 Automating work through continuous integration 8 Authoring and maintaining documentation 9 Making a package evergreen 10 Scaling and solidifying your practices 11 Building a community

Platform Engineering on Kubernetes

Author : Mauricio Salatino
Publisher : Simon and Schuster
ISBN 13 : 1638354154
Total Pages : 310 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Platform Engineering on Kubernetes by : Mauricio Salatino

Download or read book Platform Engineering on Kubernetes written by Mauricio Salatino and published by Simon and Schuster. This book was released on 2024-01-16 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Empower your team with platforms built on top of Kubernetes using open source tools. Adopting Kubernetes is complex—especially when you’re working in an organization with multiple teams, deploying to multiple cloud providers, and working with different stacks. Platform Engineering on Kubernetes shows you how to solve these common cloud native problems with open-source tools and emerging best practices from the Kubernetes community. In Platform Engineering on Kubernetes you will learn about: The principles behind platform engineering and how these apply to Kubernetes Evaluating and adopting open-source projects to build domain specific platforms Creating Platform APIs to enable teams to release more software more efficiently Reducing the cognitive load of a platform for your teams Measuring your platform initiatives using established software delivery metrics Package, version, distribute, and deploy with Helm, Tekton, Dagger and Argo CD Implement a multi-cloud infrastructure strategy using Crossplane Progressive upgrades with Knative Serving and Argo Rollouts Enable development teams with standard application-level APIs with Dapr A platform helps your team stay focused on delivering amazing software. But building a reliable platform on top of Kubernetes demands real expertise. Platform Engineering on Kubernetes reveals how to combine multiple popular open-source projects into a custom platform that works for your applications and your teams. It’s the perfect guide for your organization’s journey to Kubernetes, simplifying cloud native development for your dev teams and helping them deliver software faster. Foreword by Jared Watts. About the technology Kubernetes is an amazing orchestration tool, but it’s just the start of your journey to the cloud. To efficiently deliver cloud-native software, your team needs a solid build pipeline, an efficient package manager and distribution mechanism, and APIs that reduce your team’s cognitive load. This book will show you how to build custom platforms on top of Kubernetes—all with open-source tools such as Dapr, Knative, Argo CD and Rollouts, and Tekton. About the book Platform Engineering on Kubernetes starts by clearly defining the elements of a great Kubernetes-based platform. Then, it systematically introduces the tools you’ll need to build a platform that exactly matches your organization’s requirements. Hands-on examples and detailed code guide you through each step. By the end, you’ll be able to create a complete platform to efficiently deliver cloud-native software without being tied to a specific cloud provider or vendor. About the reader For developers and software architects familiar with the basics of containers and Kubernetes. About the author Mauricio Salatino is currently a Dapr OSS Contributor, a Knative Steering Committee member, and co-lead of the Knative Functions working group. Table of Contents 1 (The rise of) platforms on top of Kubernetes 2 Cloud-native application challenges 3 Service pipelines: Building cloud-native applications 4 Environment pipelines: Deploying cloud-native applications 5 Multi-cloud (app) infrastructure 6 Let’s build a platform on top of Kubernetes 7 Platform capabilities I: Shared application concerns 8 Platform capabilities II: Enabling teams to experiment 9 Measuring your platforms

Bootstrapping Microservices, Second Edition

Author : Ashley Davis
Publisher : Simon and Schuster
ISBN 13 : 1633438562
Total Pages : 462 pages
Book Rating : 4.6/5 (334 download)

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Book Synopsis Bootstrapping Microservices, Second Edition by : Ashley Davis

Download or read book Bootstrapping Microservices, Second Edition written by Ashley Davis and published by Simon and Schuster. This book was released on 2024-04-23 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build a microservices application from scratch, layer by layer. This book teaches the tools and techniques you need. In Bootstrapping Microservices, Second Edition you’ll get hands-on experience with microservices development skills like: Creating, configuring, and running a microservice with Node.js Building and publishing a microservice using Docker Applying automated testing Running a microservices application in development with Docker Compose Deploying microservices to a production Kubernetes cluster Implementing infrastructure as code and setting up a continuous delivery pipeline Monitoring, managing, and troubleshooting Bootstrapping Microservices with Docker, Kubernetes, and Terraform has helped thousands of developers create their first microservices applications. This fully revised second edition introduces the industry-standard tools and practical skills you’ll use for every microservices application. Author Ashley Davis’s friendly advice and guidance helps you make pragmatic choices that will cut down the learning curve for Docker, Terraform, and Kubernetes. About the technology Taking a microservices application from proof of concept to production is a multi-step operation that relies on tools like Docker, Terraform, and Kubernetes. The best way to learn the whole process is to build a project from the ground up. That’s exactly what you’ll do in this book! About the book Bootstrapping Microservices, Second Edition is a guide to microservices and cloud-native distributed applications. It demystifies technical choices and gives you a clear, comprehensive approach to building microservices. In it, you’ll learn how to configure cloud infrastructure with Terraform, package microservices using Docker, and deploy your finished project to a Kubernetes cluster. As you go, you’ll build your own video streaming service to see how everything fits together in a complete application. Plus, this fully revised new edition contains updated coverage of continuous delivery for GitHub Actions. It also includes expanded coverage of Kubernetes, including an easy guide to Kuberbetes deployment along with guidance for implementing infrastructure as code. About the reader Examples are in JavaScript. No experience with microservices, Kubernetes, Terraform, or Docker required. About the author Ashley Davis is a software craftsman, entrepreneur, and author with over 25 years of experience in software development—from coding, to managing teams, to founding companies. He has worked for a range of companies, from the tiniest startups to the largest internationals. Along the way, he has contributed back to the community through his writing and open source coding. He is currently VP of Engineering at Hone, building products on the Algorand blockchain. He is also the creator of Data-Forge Notebook, a desktop application for exploratory coding and data visualization using JavaScript and TypeScript.