Google Cloud Platform In Action

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Google Cloud Platform In Action

Author : John J. Geewax
ISBN : 1617293520
Genre : Computers
File Size : 70.65 MB
Format : PDF, ePub, Docs
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Cloud services make it easy to get infrastructure in a flexible and on-demand way. While there are many cloud services to choose from, Google Cloud Platform offers unique services that let you focus on building powerful applications. Google Cloud Services in Action teaches readers to build and launch web applications that scale while leveraging the Google Cloud Platform. Readers begin with the basics, learning how cloud services work, and the specifics of the Google Cloud Platform. The book includes hands-on step-by-step instruction on deploying applications, handling large amounts of data, and much more. By the end, readers will know how to build, leverage, and deploy cloud-based applications so web applications get started more quickly, suffer fewer disasters, and require less maintenance. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
Category: Computers

Api Design Patterns

Author : JJ Geewax
ISBN : 161729585X
Genre : Computers
File Size : 65.38 MB
Format : PDF, ePub, Docs
Download : 426
Read : 724

Modern software systems are composed of many servers, services, and other components that communicate through APIs. As a developer, your job is to make sure these APIs are stable, reliable, and easy to use for other developers. API Design Patterns provides you with a unique catalog of design standards and best practices to ensure your APIs are flexible and user-friendly. Modern software systems are composed of many servers, services, and other components that communicate through APIs. As a developer, your job is to make sure these APIs are stable, reliable, and easy to use for other developers. API Design Patterns provides you with a unique catalog of design standards and best practices to ensure your APIs are flexible and user-friendly. API Design Patterns draws on the collected wisdom of the API community, laying out an innovative set of design patterns for developing both internal and public-facing APIs. Each pattern in the catalog is fully illustrated with its own example API, use-cases for solving common API design challenges, and scenarios for tricky edge issues using a pattern’s more subtle features. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
Category: Computers

Practical Ai On The Google Cloud Platform

Author : Micheal Lanham
ISBN : 9781492075783
Genre : Computers
File Size : 29.22 MB
Format : PDF, ePub
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Working with AI is complicated and expensive for many developers. That's why cloud providers have stepped in to make it easier, offering free (or affordable) state-of-the-art models and training tools to get you started. With this book, you'll learn how to use Google's AI-powered cloud services to do everything from creating a chatbot to analyzing text, images, and video. Author Micheal Lanham demonstrates methods for building and training models step-by-step and shows you how to expand your models to accomplish increasingly complex tasks. If you have a good grasp of math and the Python language, you'll quickly get up to speed with Google Cloud Platform, whether you want to build an AI assistant or a simple business AI application. Learn key concepts for data science, machine learning, and deep learning Explore tools like Video AI and AutoML Tables Build a simple language processor using deep learning systems Perform image recognition using CNNs, transfer learning, and GANs Use Google's Dialogflow to create chatbots and conversational AI Analyze video with automatic video indexing, face detection, and TensorFlow Hub Build a complete working AI agent application
Category: Computers

Google Cloud Platform For Developers

Author : Ted Hunter
ISBN : 9781788830836
Genre : Computers
File Size : 56.58 MB
Format : PDF, Kindle
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Read : 1253

Develop, deploy, and scale your applications with Google Cloud Platform Key Features Create and deploy your applications on Google Cloud Platform Store and manage source code and debug Cloud-hosted apps with plugins and IDEs Streamline developer workflows with tools for alerting and managing deployments Book Description Google Cloud Platform (GCP) provides autoscaling compute power and distributed in-memory cache, task queues, and datastores to write, build, and deploy Cloud-hosted applications. With Google Cloud Platform for Developers, you will be able to develop and deploy scalable applications from scratch and make them globally available in almost any language. This book will guide you in designing, deploying, and managing applications running on Google Cloud. You’ll start with App Engine and move on to work with Container Engine, compute engine, and cloud functions. You’ll learn how to integrate your new applications with the various data solutions on GCP, including Cloud SQL, Bigtable, and Cloud Storage. This book will teach you how to streamline your workflow with tools such as Source Repositories, Container Builder, and StackDriver. Along the way, you’ll see how to deploy and debug services with IntelliJ, implement continuous delivery pipelines, and configure robust monitoring and alerting for your production systems. By the end of this book, you’ll be well-versed with all the development tools of Google Cloud Platform, and you’ll develop, deploy, and manage highly scalable and reliable applications. What you will learn Understand the various service offerings on GCP Deploy and run services on managed platforms such as App Engine and Container Engine Securely maintain application states with Cloud Storage, Datastore, and Bigtable Leverage StackDriver monitoring and debugging to minimize downtime and mitigate issues without impacting users Design and implement complex software solutions utilizing Google Cloud Integrate with best-in-class big data solutions such as Bigquery, Dataflow, and Pub/Sub Who this book is for Google Cloud Platform for Developers is for application developers. This book will enable you to fully leverage the power of Google Cloud Platform to build resilient and intelligent software solutions.
Category: Computers

Building Google Cloud Platform Solutions

Author : Ted Hunter
ISBN : 9781838648701
Genre : Computers
File Size : 61.90 MB
Format : PDF, Kindle
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Build cost-effective and robust cloud solutions with Google Cloud Platform (GCP) using these simple and practical recipes Key Features Explore the various service offerings of the GCP Host a Python application on Google Compute Engine Securely maintain application states with Cloud Storage, Datastore, and Bigtable Book Description GCP is a cloud computing platform with a wide range of products and services that enable you to build and deploy cloud-hosted applications. This Learning Path will guide you in using GCP and designing, deploying, and managing applications on Google Cloud. You will get started by learning how to use App Engine to access Google's scalable hosting and build software that runs on this framework. With the help of Google Compute Engine, you’ll be able to host your workload on virtual machine instances. The later chapters will help you to explore ways to implement authentication and security, Cloud APIs, and command-line and deployment management. As you hone your skills, you’ll understand how to integrate your new applications with various data solutions on GCP, including Cloud SQL, Bigtable, and Cloud Storage. Following this, the book will teach you how to streamline your workflow with tools, including Source Repositories, Container Builder, and Stackdriver. You'll also understand how to deploy and debug services with IntelliJ, implement continuous delivery pipelines, and configure robust monitoring and alerts for your production systems. By the end of this Learning Path, you'll be well versed with GCP’s development tools and be able to develop, deploy, and manage highly scalable and reliable applications. This Learning Path includes content from the following Packt products: Google Cloud Platform for Developers Ted Hunter and Steven Porter Google Cloud Platform Cookbook by Legorie Rajan PS What you will learn Host an application using Google Cloud Functions Migrate a MySQL database to Cloud Spanner Configure a network for a highly available application on GCP Learn simple image processing using Storage and Cloud Functions Automate security checks using Policy Scanner Deploy and run services on App Engine and Container Engine Minimize downtime and mitigate issues with Stackdriver Monitoring and Debugger Integrate with big data solutions, including BigQuery, Dataflow, and Pub/Sub Who this book is for This Learning Path is for IT professionals, engineers, and developers who want to implement Google Cloud in their organizations. Administrators and architects planning to make their organization more efficient with Google Cloud will also find this Learning Path useful. Basic understanding of GCP and its services is a must.
Category: Computers

Hands On Artificial Intelligence On Google Cloud Platform

Author : Anand Deshpande
ISBN : 9781789536485
Genre : Computers
File Size : 28.23 MB
Format : PDF, ePub, Mobi
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Develop robust AI applications with TensorFlow, Cloud AutoML, TPUs, and other GCP services Key Features Focus on AI model development and deployment in GCP without worrying about infrastructure Manage feature processing, data storage, and trained models using Google Cloud Dataflow Access key frameworks such as TensorFlow and Cloud AutoML to run your deep learning models Book Description With a wide range of exciting tools and libraries such as Google BigQuery, Google Cloud Dataflow, and Google Cloud Dataproc, Google Cloud Platform (GCP) enables efficient big data processing and the development of smart AI models on the cloud. This GCP book will guide you in using these tools to build your AI-powered applications with ease and managing thousands of AI implementations on the cloud to help save you time. Starting with a brief overview of Cloud AI and GCP features, you'll learn how to deal with large volumes of data using auto-scaling features. You'll then implement Cloud AutoML to demonstrate the use of streaming components for performing data analytics and understand how Dialogflow can be used to create a conversational interface. As you advance, you'll be able to scale out and speed up AI and predictive applications using TensorFlow. You'll also leverage GCP to train and optimize deep learning models, run machine learning algorithms, and perform complex GPU computations using TPUs. Finally, you'll build and deploy AI applications to production with the help of an end-to-end use case. By the end of this book, you'll have learned how to design and run experiments and be able to discover innovative solutions without worrying about infrastructure, resources, and computing power. What you will learn Understand the basics of cloud computing and explore GCP components Work with the data ingestion and preprocessing techniques in GCP for machine learning Implement machine learning algorithms with Google Cloud AutoML Optimize TensorFlow machine learning with Google Cloud TPUs Get to grips with operationalizing AI on GCP Build an end-to-end machine learning pipeline using Cloud Storage, Cloud Dataflow, and Cloud Datalab Build models from petabytes of structured and semi-structured data using BigQuery ML Who this book is for If you're an artificial intelligence developer, data scientist, machine learning engineer, or deep learning engineer looking to build and deploy smart applications on Google Cloud Platform, you'll find this book useful. A fundamental understanding of basic data processing and machine learning concepts is necessary. Though not mandatory, familiarity with Google Cloud Platform will help you make the most of this book.
Category: Computers

Google Cloud Certified Associate Cloud Engineer All In One Exam Guide

Author : Jack Hyman
ISBN : 9781260473469
Genre : Computers
File Size : 62.32 MB
Format : PDF
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This study guide offers 100% coverage of every objective for the Google Cloud Certified Associate Cloud Engineer exam Take the challenging Google Cloud Certified Associate Cloud Engineer exam with confidence using the comprehensive information contained in this effective self-study guide. The book serves as an introduction to Google Cloud Platform (GCP) and shows you how to pass the test. Beyond exam preparation, the guide also serves as a valuable on-the-job reference. Written by a recognized expert in the field, Google Cloud Certified Associate Cloud Engineer All-In-One Exam Guide is based on proven pedagogy and features special elements that teach and reinforce practical skills. The book contains accurate practice questions and detailed explanations. You will discover how to plan set up, and configure GCP; ensure effective operation; and administer access and security. Covers every topic on the exam—demonstrated through exercises, sample exams, and practice use cases Provides online access to TotalTester customizable exam engine with additional practice questions Written by a cloud computing expert, educator, and experienced author
Category: Computers

Python For Google App Engine

Author : Massimiliano Pippi
ISBN : 9781784392376
Genre : Computers
File Size : 55.8 MB
Format : PDF
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If you are a Python developer, whether you have experience in web applications development or not, and want to rapidly deploy a scalable backend service or a modern web application on Google App Engine, then this book is for you.
Category: Computers

Amazon Cloud Computing With Java

Author : Aditya Yadav
ISBN : 9780557255276
Genre : Computers
File Size : 59.42 MB
Format : PDF
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Amazon Cloud Computing With Java provides A comprehensive look at the emerging Amazon Web Services Platform and a peep into the emerging paradigm of cloud computing from the perspective of the leading Cloud vendors offerings. It will enable you to plan migration efforts from enterprise softwares to ones operating from the cloud. The book is technical in nature and walks the reader through development of tools and programs which work with AWS. The book is accompanied by the complete source code to the excercises covered in the book, which can be downloaded from the authors website. 'A no fluff just stuff' approach to utilizing AWS. Amazon Cloud Computing With Java covers - EC2 - CloudWatch - Elastic LoadBalancing - AutoScaling - S3 - Virtual Private Cloud - SimpleDB - RDS - CloudFront - SQS - Elastic MapReduce - Agile Continous Integration with AWS - Using Eclipse For AWS Development
Category: Computers

Amazon Web Services In Action

Author : Michael Wittig
ISBN : 1617295116
Genre : Computers
File Size : 79.16 MB
Format : PDF, Docs
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"The largest and most mature of the cloud platforms, AWS offers over 100 prebuilt services, practically limitless compute resources, bottomless secure storage, as well as top-notch automation capabilities. This book shows you how to develop, host, and manage applications on AWS. Amazon Web Services in Action, Second Edition is a comprehensive introduction to deploying web applications in the AWS cloud. You'll find clear, relevant coverage of all essential AWS services, with a focus on automation, security, high availability, and scalability. This thoroughly revised edition covers the latest additions to AWS, including serverless infrastructure with AWS Lambda, sharing data with EFS, and in-memory storage with ElastiCache."--Back cover.
Category: Computers

Google Cloud Certified Associate Cloud Engineer Ace

Author : G Skills
ISBN :
Genre : Computers
File Size : 78.67 MB
Format : PDF, Kindle
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Pass your Exam on the First Try The certification requires candidates be able to use both the GCP console and the command-line to perform many common platform-based tasks, but this course does not require students to already have experience with either, going in. This book is targeted at efficiently teaching the skills required by the ACE certification—namely deploying applications, monitoring operations, and managing enterprise solutions. It also helps students demonstrate those skills through certification. This book is also designed to give students the solid foundation of GCP capability that they will need to later build toward the Google Certified Professional Cloud Architect (PCA) certification--which was recently named as 2019 & 2020's top-paying IT certification. This book will prepare you to: •Set-up and configure Google Cloud accounts using best practices. •Use GCP services like Cloud Storage, Compute Engine, and Kubernetes Engine in your everyday work. •Pass the GCP Associate Cloud Engineer certification exam. No coding experience is required and code used for labs is provided.
Category: Computers

Full Contact Cloud Computing

Author : David S. Linthicum
ISBN : 1118710975
Genre : Business & Economics
File Size : 24.25 MB
Format : PDF, Docs
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A comprehensive playbook for enterprise cloud computing initiatives Full Contact Cloud Computing: A Step-by-Step Guide For Transitioning Your Enterprise to The Cloud provides the key information that enterprise IT managers and executives need to understand before moving to the cloud. This comprehensive, action-oriented resource provides both strategic guidance and industry research to enlighten IT stakeholders on the benefits of cloud computing and provide a plan of action for leveraging the cloud to achieve operational success the first time. Whether migrating an entire enterprise or merely moving more problematic, resource-intensive IT silos to a cloud platform, enterprises can realize noteworthy efficiencies that streamline technology and transform IT departments from cost centers to service centers. This book will show you how to do it, and includes: Complete, step-by-step processes and best practices for moving inefficient "as is" IT silos to leaner cloud implementations Clearly-defined measures for moving an entire enterprise, or critical problem domains, to cloud-based platforms A methodology for creating a clear cloud strategy and details on properly executing that strategy Strategic guidance on developing new applications in a cloud environment and details on defining the processes and artifacts for new cloud applications Enterprise executives and IT managers who do not get up to speed with the quickly-emerging cloud computing space may just be setting their organizations up for failure. Full Contact Cloud Computing provides the step-by-step guide to serve as the enterprise playbook on cloud computing.
Category: Business & Economics

Azure In Action

Author : Chris Hay
ISBN : 817722977X
Genre :
File Size : 53.86 MB
Format : PDF, ePub, Mobi
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Special Features: · Data storage and manipulation· Using message queues· Deployment and management· Azure's data model About The Book: Azure in Action is a fast-paced tutorial that introduces cloud development and the Azure platform. The book starts with the logical and physical architecture of an Azure app, and quickly moves to the core storage services-BLOB storage, tables, and queues. Then, it explores designing and scaling frontend and backend services that run in the cloud. Through clear, crisp examples, you'll discover all facets of Azure, including the development fabric, web roles, worker roles, BLOBs, table storage, queues, and more.This book requires basic C# skills. No prior exposure to cloud development or Azure is needed.
Category:

Trusted Cloud Computing

Author : Helmut Krcmar
ISBN : 9783319127187
Genre : Computers
File Size : 61.28 MB
Format : PDF, Mobi
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This book documents the scientific results of the projects related to the Trusted Cloud Program, covering fundamental aspects of trust, security, and quality of service for cloud-based services and applications. These results aim to allow trustworthy IT applications in the cloud by providing a reliable and secure technical and legal framework. In this domain, business models, legislative circumstances, technical possibilities, and realizable security are closely interwoven and thus are addressed jointly. The book is organized in four parts on “Security and Privacy”, “Software Engineering and Software Quality”, “Platforms, Middleware and Integration”, and “Social Aspects, Business Models and Standards”. It thus provides a holistic view on technological, societal, and legal aspects, which are indispensable not only to ensure the security of cloud services and the data they process, but also to gain the trust of society, business, industry, and science in these services. The ultimate goal of the book, as well as of the Trusted Cloud Program in general, is to distribute these results to a broader audience in both academia and industry, and thus to help with the proliferation of "Industry 4.0" services.
Category: Computers

Openstack In Action

Author : V. K. Cody Bumgardner
ISBN : 1617292168
Genre : Computers
File Size : 38.60 MB
Format : PDF
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Summary OpenStack in Action offers the real world use cases and step-by-step instructions you can take to develop your own cloud platform from from inception to deployment. This book guides you through the design of both the physical hardware cluster and the infrastructure services you'll need to create a custom cloud platform. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology OpenStack is an open source framework that lets you create a private or public cloud platform on your own physical servers. You build custom infrastructure, platform, and software services without the expense and vendor lock-in associated with proprietary cloud platforms like Amazon Web Services and Microsoft Azure. With an OpenStack private cloud, you can get increased security, more control, improved reliability, and lower costs. About the Book "OpenStack in Action" offers real-world use cases and step-by-step instructions on how to develop your own cloud platform. This book guides you through the design of both the physical hardware cluster and the infrastructure services you'll need. You'll learn how to select and set up virtual and physical servers, how to implement software-defined networking, and technical details of designing, deploying, and operating an OpenStack cloud in your enterprise. You'll also discover how to best tailor your OpenStack deployment for your environment. Finally, you'll learn how your cloud can offer user-facing software and infrastructure services. What's InsideDevelop and deploy an enterprise private cloudPrivate cloud technologies from an IT perspectiveOrganizational impact of self-service cloud computing About the Reader No prior knowledge of OpenStack or cloud development is assumed. About the Author Cody Bumgardner is the Chief Technology Architect at a large university where he is responsible for the architecture, deployment, and long-term strategy of OpenStack private clouds and other cloud computing initiatives. Table of ContentsPART 1 GETTING STARTEDIntroducing OpenStackTaking an OpenStack test-driveLearning basic OpenStack operationsUnderstanding private cloud building blocksPART 2 WALKING THROUGH A MANUAL DEPLOYMENTWalking through a Controller deploymentWalking through a Networking deploymentWalking through a Block Storage deploymentWalking through a Compute deploymentPART 3 BUILDING A PRODUCTION ENVIRONMENTArchitecting your OpenStackDeploying CephAutomated HA OpenStack deployment with FuelCloud orchestration using OpenStack
Category: Computers

Cloud Computing For Libraries

Author : Marshall Breeding
ISBN : 9781555707859
Genre : Computers
File Size : 51.98 MB
Format : PDF, Kindle
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""Provides the practical information and 'real world' advice required to take full advantage of what cloud computing can provide.""--Midwest Book Review.
Category: Computers

Net Core In Action

Author : Dustin Metzgar
ISBN : 1617294276
Genre : Computers
File Size : 34.65 MB
Format : PDF, Kindle
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.NET Core is a subset of the .NET framework with libraries and runtimes that drastically reduce its footprint, so you can write and run .NET applications more efficiently. .NET Core in Action shows .NET developers how to build professional software applications with .NET Core. By the end of this book, readers will be able to convert existing .NET code to work on multiple platforms or start new projects with knowledge of the tools and capabilities of .NET Core. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
Category: Computers

Cloud Computing Made Easy

Author : Dan Blacharski
ISBN : 9780557374953
Genre : Application software
File Size : 48.68 MB
Format : PDF, ePub
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Everything you wanted to know about cloud computing, but were afraid to ask:What is cloud computing… really?What’s the least I need to know?How will it affect me?
Category: Application software

Cloud Computing For Dummies

Author : Judith S. Hurwitz
ISBN : 9780470597422
Genre : Computers
File Size : 31.45 MB
Format : PDF
Download : 194
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The easy way to understand and implement cloud computing technology written by a team of experts Cloud computing can be difficult to understand at first, but the cost-saving possibilities are great and many companies are getting on board. If you've been put in charge of implementing cloud computing, this straightforward, plain-English guide clears up the confusion and helps you get your plan in place. You'll learn how cloud computing enables you to run a more green IT infrastructure, and access technology-enabled services from the Internet ("in the cloud") without having to understand, manage, or invest in the technology infrastructure that supports them. You'll also find out what you need to consider when implementing a plan, how to handle security issues, and more. Cloud computing is a way for businesses to take advantage of storage and virtual services through the Internet, saving money on infrastructure and support This book provides a clear definition of cloud computing from the utility computing standpoint and also addresses security concerns Offers practical guidance on delivering and managing cloud computing services effectively and efficiently Presents a proactive and pragmatic approach to implementing cloud computing in any organization Helps IT managers and staff understand the benefits and challenges of cloud computing, how to select a service, and what's involved in getting it up and running Highly experienced author team consults and gives presentations on emerging technologies Cloud Computing For Dummies gets straight to the point, providing the practical information you need to know.
Category: Computers