Amazonian Kichwa of the Curaray River

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Author :
Publisher : U of Nebraska Press
ISBN 13 : 1496228804
Total Pages : 222 pages
Book Rating : 4.4/5 (962 download)

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Book Synopsis Amazonian Kichwa of the Curaray River by : Mary-Elizabeth Reeve

Download or read book Amazonian Kichwa of the Curaray River written by Mary-Elizabeth Reeve and published by U of Nebraska Press. This book was released on 2022 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: This ethnography explores ways in which Amazonian Kichwa narrative, ritual, and concepts of place link extended kin groups into a regional society within Amazonian Ecuador.

The Lowland South American World

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Author :
Publisher : Taylor & Francis
ISBN 13 : 1040150527
Total Pages : 908 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis The Lowland South American World by : Casey High

Download or read book The Lowland South American World written by Casey High and published by Taylor & Francis. This book was released on 2024-12-12 with total page 908 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Lowland South American World showcases cutting-edge research on the anthropology of Lowland South America, providing both an in-depth knowledge of Lowland South American life ways and engaging readers in urgent social, environmental, and political issues in the contemporary world. Covering the vast expanse of a region that includes all of South America except for the Andes, its 40 chapters engage with questions of what “Lowland South America” means as a geographical designation, both in studies of Indigenous Amazonian peoples and other lowland areas of the continent. They emphasize the multiple ways that local practices and cosmologies challenge conventional Western ideas about nature, culture, personhood, sociality, community, and Indigenous people. Some of the region’s well-known contributions to anthropology, such as animism, perspectivism, and novel approaches to the body are updated here with new ethnography and in light of the varying political situations in which the region’s peoples find themselves. With contributions by authors from 15 different countries, including a number of Indigenous anthropologists and activists, this book will set the agenda for future research in the continent. The Lowland South American World is a valuable resource for scholars and students of anthropology, Latin American studies and Indigenous studies, as well as history, geography and other social sciences.

Mobility and Migration in Indigenous Amazonia

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Author :
Publisher : Berghahn Books
ISBN 13 : 1845459075
Total Pages : 328 pages
Book Rating : 4.8/5 (454 download)

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Book Synopsis Mobility and Migration in Indigenous Amazonia by : Miguel N. Alexiades

Download or read book Mobility and Migration in Indigenous Amazonia written by Miguel N. Alexiades and published by Berghahn Books. This book was released on 2009-04-01 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contrary to ingrained academic and public assumptions, wherein indigenous lowland South American societies are viewed as the product of historical emplacement and spatial stasis, there is widespread evidence to suggest that migration and displacement have been the norm, and not the exception. This original and thought-provoking collection of case studies examines some of the ways in which migration, and the concomitant processes of ecological and social change, have shaped and continue to shape human-environment relations in Amazonia. Drawing on a wide range of historical time frames (from pre-conquest times to the present) and ethnographic contexts, different chapters examine the complex and important links between migration and the classification, management, and domestication of plants and landscapes, as well as the incorporation and transformation of environmental knowledge, practices, ideologies and identities.

Fluent Selves

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Author :
Publisher : U of Nebraska Press
ISBN 13 : 0803265158
Total Pages : 326 pages
Book Rating : 4.8/5 (32 download)

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Book Synopsis Fluent Selves by : Suzanne Oakdale

Download or read book Fluent Selves written by Suzanne Oakdale and published by U of Nebraska Press. This book was released on 2014-11-01 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fluent Selves examines narrative practices throughout lowland South America focusing on indigenous communities in Brazil, Chile, Ecuador, and Peru, illuminating the social and cultural processes that make the past as important as the present for these peoples. This collection brings together leading scholars in the fields of anthropology and linguistics to examine the intersection of these narratives of the past with the construction of personhood. The volume’s exploration of autobiographical and biographical accounts raises questions about fieldwork, ethical practices, and cultural boundaries in the study of anthropology. Rather than relying on a simple opposition between the “Western individual” and the non-Western rest, contributors to Fluent Selves explore the complex interplay of both individualizing as well as relational personhood in these practices. Transcending classic debates over the categorization of “myth” and “history,” the autobiographical and biographical narratives in Fluent Selves illustrate the very medium in which several modes of engaging with the past meet, are reconciled, and reemerge.

Areruya and Indigenous Prophetism in Northern Amazonia

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Author :
Publisher : Bloomsbury Publishing
ISBN 13 : 1350338710
Total Pages : 276 pages
Book Rating : 4.3/5 (53 download)

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Book Synopsis Areruya and Indigenous Prophetism in Northern Amazonia by : Virgínia Amaral

Download or read book Areruya and Indigenous Prophetism in Northern Amazonia written by Virgínia Amaral and published by Bloomsbury Publishing. This book was released on 2024-08-08 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on four years of ethnographic research, this book discusses the presence of Christianity on Areruya, an indigenous religious movement practiced by the Ingarikó in Northern Amazonia. Tracing the role of 19th-century missionaries in the region, the book shows how shamans started to announce the coming of a cataclysm, associated with the promise of indigenous salvation in Christian paradise and the acquisition of the colonizers' goods. It also explores how the ancient mythological elaboration of salvation after death was reinforced through both an appropriation of some aspects of Christianity and the development of a very violent form of shamanism, which epitomizes the evilness ascribed to the human condition on earth. Virgínia Amaral offers a valuable reflection on cultural transformations, revealing how Areruya is not only a shamanic appropriation of Christianity, but also an indigenous and ritualized interpretation of colonization.

Amazon Redshift: The Definitive Guide

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Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 109813527X
Total Pages : 465 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Amazon Redshift: The Definitive Guide by : Rajesh Francis

Download or read book Amazon Redshift: The Definitive Guide written by Rajesh Francis and published by "O'Reilly Media, Inc.". This book was released on 2023-10-03 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Amazon Redshift powers analytic cloud data warehouses worldwide, from startups to some of the largest enterprise data warehouses available today. This practical guide thoroughly examines this managed service and demonstrates how you can use it to extract value from your data immediately, rather than go through the heavy lifting required to run a typical data warehouse. Analytic specialists Rajesh Francis, Rajiv Gupta, and Milind Oke detail Amazon Redshift's underlying mechanisms and options to help you explore out-of-the box automation. Whether you're a data engineer who wants to learn the art of the possible or a DBA looking to take advantage of machine learning-based auto-tuning, this book helps you get the most value from Amazon Redshift. By understanding Amazon Redshift features, you'll achieve excellent analytic performance at the best price, with the least effort. This book helps you: Build a cloud data strategy around Amazon Redshift as foundational data warehouse Get started with Amazon Redshift with simple-to-use data models and design best practices Understand how and when to use Redshift Serverless and Redshift provisioned clusters Take advantage of auto-tuning options inherent in Amazon Redshift and understand manual tuning options Transform your data platform for predictive analytics using Redshift ML and break silos using data sharing Learn best practices for security, monitoring, resilience, and disaster recovery Leverage Amazon Redshift integration with other AWS services to unlock additional value

Amazon Web Services in Action

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Author :
Publisher : Simon and Schuster
ISBN 13 : 1638357196
Total Pages : 794 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Amazon Web Services in Action by : Michael Wittig

Download or read book Amazon Web Services in Action written by Michael Wittig and published by Simon and Schuster. This book was released on 2018-09-15 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Amazon Web Services in Action, Second Edition is a comprehensive introduction to computing, storing, and networking in the AWS cloud. You'll find clear, relevant coverage of all the essential AWS services you to know, emphasizing best practices for security, high availability and scalability. Foreword by Ben Whaley, AWS community hero and author. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology 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. About the Book 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. What's inside Completely revised bestseller Secure and scale distributed applications Deploy applications on AWS Design for failure to achieve high availability Automate your infrastructure About the Reader Written for mid-level developers and DevOps engineers. About the Author Andreas Wittig and Michael Wittig are software engineers and DevOps consultants focused on AWS. Together, they migrated the first bank in Germany to AWS in 2013. Table of Contents PART 1 - GETTING STARTED What is Amazon Web Services? A simple example: WordPress in five minutes PART 2 - BUILDING VIRTUAL INFRASTRUCTURE CONSISTING OF COMPUTERS AND NETWORKING Using virtual machines: EC2 Programming your infrastructure: The command-line, SDKs, and CloudFormation Automating deployment: CloudFormation, Elastic Beanstalk, and OpsWorks Securing your system: IAM, security groups, and VPC Automating operational tasks with Lambda PART 3 - STORING DATA IN THE CLOUD Storing your objects: S3 and Glacier Storing data on hard drives: EBS and instance store Sharing data volumes between machines: EFS Using a relational database service: RDS Caching data in memory: Amazon ElastiCache Programming for the NoSQL database service: DynamoDB PART 4 - ARCHITECTING ON AWS Achieving high availability: availability zones, auto-scaling, and CloudWatch Decoupling your infrastructure: Elastic Load Balancing and Simple Queue Service Designing for fault tolerance Scaling up and down: auto-scaling and CloudWatch

Learning Amazon Web Services (AWS)

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Author :
Publisher : Addison-Wesley Professional
ISBN 13 : 0135301092
Total Pages : 606 pages
Book Rating : 4.1/5 (353 download)

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Book Synopsis Learning Amazon Web Services (AWS) by : Mark Wilkins

Download or read book Learning Amazon Web Services (AWS) written by Mark Wilkins and published by Addison-Wesley Professional. This book was released on 2019-07-02 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Practical, Foundational Technical Introduction to the World’s #1 Cloud Platform Includes access to several hours of online training video: Mark Wilkins’ expert training video library guides you through setting up core services and prepares you to deploy your own apps and resources. Learning Amazon Web Services (AWS) is the perfect foundational resource for all administrators, developers, project managers, and other IT professionals who want to plan and deploy AWS services and/or earn AWS certification. Top cloud trainer and evangelist Mark Wilkins teaches best practices that align with Amazon’s Well-Architected Framework, introduces key concepts in the context of a running case study, carefully explains how core AWS services operate and integrate, and offers extensively tested tips for maximizing flexibility, security, and value. Companion online videos guide you step-by-step through setting AWS compute, storage, networking, scale, security, automation, and more. Balance cost, compliance, and latency in your service designs Choose the right networking options for your virtual private cloud (VPC) Build, host, launch, manage, and budget for EC2 compute services Plan for scale and resiliency, and make informed decisions about AWS storage Enforce strict security, and automate to improve operational efficiency This book with companion training videos is a valuable learning tool for anyone seeking to demonstrate expertise through formal certification. WEB EDITION: All buyers of the book or ebook can register your book for access to a free online Web Edition of this title, which included videos embedded within the text, plus updates as they become available.

Pro PowerShell for Amazon Web Services

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Author :
Publisher : Apress
ISBN 13 : 1430264519
Total Pages : 301 pages
Book Rating : 4.4/5 (32 download)

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Book Synopsis Pro PowerShell for Amazon Web Services by : Brian Beach

Download or read book Pro PowerShell for Amazon Web Services written by Brian Beach and published by Apress. This book was released on 2014-01-14 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pro PowerShell for Amazon Web Services is written specifically for Windows professionals who already know PowerShell and want to learn to host Windows workloads in the Amazon Elastic Cloud Compute (EC2) cloud service. The cloud offers information technology workers significant cost savings and agility unimaginable even just a few years ago. Tasks that traditionally took weeks of work, costing thousands of dollars, can be completed in minutes for a fraction of a penny. This book is a resource for using Microsoft's powerful scripting language, PowerShell, to create, host, manage, and administer workloads using a service widely recognized as the industry leader in cloud computing. Inside, find scripts to create and manage virtual machines, provision storage, configure networks with agility, and more--all using your preferred Windows scripting language. Use your PowerShell knowledge to harness the power of Amazon EC2 today! What you’ll learnCreate, manage, and terminate Windows servers in the cloud Manage storage options including backup and recovery Configure a virtual network including subnets and route tables Secure your servers using security groups and access control lists Use Auto Scaling to respond to changing conditionsDeploy SQL Server using Relational Database ServiceUse Simple Storage Service (S3) to reliably store and archive data Control access to resources using Identity and Access Management (IAM) Who this book is for Pro PowerShell for Amazon Web Services is for the intermediate to advanced Windows professional who is ready to make the leap to the Amazon cloud. Table of Contents Chapter 1 AWS Architecture Overview Chapter 2 Getting Started Chapter 3 Basic Instance Management Chapter 4 Elastic Block Storage Chapter 5 Virtual Private Cloud Chapter 6 Advanced Instance Management Chapter 7 Amazon Machine Images Chapter 8 Monitoring and High Availability Chapter 9 Relational Database Service Chapter 10 Simple Storage Service Chapter 11 Identity and Access Management Chapter 12 Glossary of Terms Chapter 13 Metadata URL Structure Chapter 14 List of Filters by EC2 Command Chapter 15 List of API Methods by Command Chapter 16 CloudWatch Metrics and Dimensions Chapter 17 SQL Server RDS Parameters

Amazon Web Services in Action, Third Edition

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Author :
Publisher : Simon and Schuster
ISBN 13 : 163343916X
Total Pages : 550 pages
Book Rating : 4.6/5 (334 download)

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Book Synopsis Amazon Web Services in Action, Third Edition by : Andreas Wittig

Download or read book Amazon Web Services in Action, Third Edition written by Andreas Wittig and published by Simon and Schuster. This book was released on 2023-05-02 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: This bestselling guide reveals best practices for security, high availability, and scalability on AWS, the world's most popular cloud. It's packed with techniques for automating your deployment, management, and even your infrastructure using Infrastructure as Code. Amazon Web Services in Action: An in-depth guide to AWS has helped thousands of developers succeed with the AWS cloud. This hands-on guide gives a complete introduction to computing, storage, and networking, along with best practices for all core AWS services. Amazon Web Services in Action, Third Edition: An in-depth guide to AWS is a comprehensive introduction to everything AWS. This revised edition covers all the core services in clear, plain language, including services such as AWS Lambda and CloudFormation. Throughout, you'll automate your deployment, your scaling, and even your infrastructure management using powerful Infrastructure as Code tools. You'll learn how to secure network traffic with a private cloud, achieve high availability with autoscaling, share data with EFS, and deliver in-memory storage with ElastiCache. Real world examples like hosting a WordPress site and deploying a note-taking app on containers ensure you're always learning hands-on. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

Amazon Fargate Quick Start Guide

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1789340055
Total Pages : 183 pages
Book Rating : 4.7/5 (893 download)

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Book Synopsis Amazon Fargate Quick Start Guide by : Deepak Vohra

Download or read book Amazon Fargate Quick Start Guide written by Deepak Vohra and published by Packt Publishing Ltd. This book was released on 2018-07-24 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gets you started and gives you knowledge about AWS Fargate in order to successfully incorporate it in your ECS container application. Key Features Gives you a quick walk-through over the Amazon Elastic Container Services (ECS) Provides an in depth knowledge of the components that Amazon Fargate has to offer. Learn the practical aspects of Docker application development with a managed service Book Description Amazon Fargate is new launch type for the Amazon Elastic Container Service (ECS). ECS is an AWS service for Docker container orchestration. Docker is the de facto containerization framework and has revolutionized packaging and deployment of software. The introduction of Fargate has made the ECS platform serverless. The book takes you through how Amazon Fargate runs ECS services composed of tasks and Docker containers and exposes the containers to the user. Fargate has simplified the ECS platform. We will learn how Fargate creates an Elastic Network Interface (ENI) for each task and how auto scaling can be enabled for ECS tasks. You will also learn about using an IAM policy to download Docker images and send logs to CloudWatch. Finally, by the end of this book, you will have learned about how to use ECS CLI to create an ECS cluster and deploy tasks with Docker Compose. What you will learn Running Docker containers with a managed service Use Amazon ECS in Fargate launch mode Configure CloudWatch Logging with Fargate Use an IAM Role with Fargate Understand how ECS CLI is used with Fargate Learn how to use an Application Load Balancer with Fargate Learn about Auto Scaling with Fargate Who this book is for This book is for Docker users and developers who want to learn about the Fargate platform. Typical job roles for which the book is suitable are DevOps Architect, Docker Engineer, and AWS Cloud Engineer. Prior knowledge of AWS and ECS is helpful but not mandatory.

Mastering Amazon EC2

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1804612111
Total Pages : 404 pages
Book Rating : 4.8/5 (46 download)

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Book Synopsis Mastering Amazon EC2 by : Badri Kesavan

Download or read book Mastering Amazon EC2 written by Badri Kesavan and published by Packt Publishing Ltd. This book was released on 2024-05-10 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master Amazon EC2 with this comprehensive guide to unleashing the full potential of cloud computing, optimizing performance, and revolutionizing your business processes Key Features Gain an in-depth understanding of EC2 core components, connectivity, networking, and security best practices Build resilient applications with load balancing, autoscaling and diverse storage options Learn advanced concepts and use cases for serverless, containers, HPC, and hybrid/multi cloud architecture Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThis comprehensive guide demystifies the complex landscape of Amazon EC2, from fundamentals to advanced concepts. You’ll begin by understanding EC2 core components, creating and managing AMIs, selecting the right instance type and size, establishing networking and connectivity, and implementing security best practices. Next, you’ll start building resilient apps on EC2, load balancing, auto scaling, storage options, performance optimization, monitoring, logging, and auditing. You'll also explore advanced concepts like containers, serverless, hybrid/multi-cloud architectures, high performance computing, big data, and disaster recovery strategies. By the end, you'll be equipped with the knowledge and confidence to harness the full potential of Amazon EC2.What you will learn Discover how to create, manage, and select the right EC2 AMIs Explore load balancing and auto scaling with Elastic Load Balancing (ELB) and Auto Scaling Groups (ASGs) Study EC2 storage options and performance optimization Master monitoring and maintenance with Amazon Web Services (AWS) tools Understand containerization, serverless computing, and EC2 automation Get up to speed with migration, modernization, and compliance in EC2 Who this book is for This Amazon book is for IT professionals, DevOps engineers, cloud architects and developers looking to delve into Amazon EC2 and cloud computing. No prior AWS experience is required as the book takes you through the fundamentals, gradually advancing toward more complex topics.

Docker on Amazon Web Services

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1788622723
Total Pages : 812 pages
Book Rating : 4.7/5 (886 download)

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Book Synopsis Docker on Amazon Web Services by : Justin Menga

Download or read book Docker on Amazon Web Services written by Justin Menga and published by Packt Publishing Ltd. This book was released on 2018-08-30 with total page 812 pages. Available in PDF, EPUB and Kindle. Book excerpt: Run Docker on AWS and build real-world, secure, and scalable container platforms on cloud Key Features Configure Docker for the ECS environment Integrate Docker with different AWS tools Implement container networking and deployment at scale Book Description Over the last few years, Docker has been the gold standard for building and distributing container applications. Amazon Web Services (AWS) is a leader in public cloud computing, and was the first to offer a managed container platform in the form of the Elastic Container Service (ECS). Docker on Amazon Web Services starts with the basics of containers, Docker, and AWS, before teaching you how to install Docker on your local machine and establish access to your AWS account. You'll then dig deeper into the ECS, a native container management platform provided by AWS that simplifies management and operation of your Docker clusters and applications for no additional cost. Once you have got to grips with the basics, you'll solve key operational challenges, including secrets management and auto-scaling your infrastructure and applications. You'll explore alternative strategies for deploying and running your Docker applications on AWS, including Fargate and ECS Service Discovery, Elastic Beanstalk, Docker Swarm and Elastic Kubernetes Service (EKS). In addition to this, there will be a strong focus on adopting an Infrastructure as Code (IaC) approach using AWS CloudFormation. By the end of this book, you'll not only understand how to run Docker on AWS, but also be able to build real-world, secure, and scalable container platforms in the cloud. What you will learn Build, deploy, and operate Docker applications using AWS Solve key operational challenges, such as secrets management Exploit the powerful capabilities and tight integration of other AWS services Design and operate Docker applications running on ECS Deploy Docker applications quickly, consistently, and reliably using IaC Manage and operate Docker clusters and applications for no additional cost Who this book is for Docker on Amazon Web Services is for you if you want to build, deploy, and operate applications using the power of containers, Docker, and Amazon Web Services. Basic understanding of containers and Amazon Web Services or any other cloud provider will be helpful, although no previous experience of working with these is required.

Serverless Analytics with Amazon Athena

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1800567863
Total Pages : 438 pages
Book Rating : 4.8/5 (5 download)

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Book Synopsis Serverless Analytics with Amazon Athena by : Anthony Virtuoso

Download or read book Serverless Analytics with Amazon Athena written by Anthony Virtuoso and published by Packt Publishing Ltd. This book was released on 2021-11-19 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get more from your data with Amazon Athena's ease-of-use, interactive performance, and pay-per-query pricing Key FeaturesExplore the promising capabilities of Amazon Athena and Athena's Query Federation SDKUse Athena to prepare data for common machine learning activitiesCover best practices for setting up connectivity between your application and Athena and security considerationsBook Description Amazon Athena is an interactive query service that makes it easy to analyze data in Amazon S3 using SQL, without needing to manage any infrastructure. This book begins with an overview of the serverless analytics experience offered by Athena and teaches you how to build and tune an S3 Data Lake using Athena, including how to structure your tables using open-source file formats like Parquet. You'll learn how to build, secure, and connect to a data lake with Athena and Lake Formation. Next, you'll cover key tasks such as ad hoc data analysis, working with ETL pipelines, monitoring and alerting KPI breaches using CloudWatch Metrics, running customizable connectors with AWS Lambda, and more. Moving on, you'll work through easy integrations, troubleshooting and tuning common Athena issues, and the most common reasons for query failure. You will also review tips to help diagnose and correct failing queries in your pursuit of operational excellence. Finally, you'll explore advanced concepts such as Athena Query Federation and Athena ML to generate powerful insights without needing to touch a single server. By the end of this book, you'll be able to build and use a data lake with Amazon Athena to add data-driven features to your app and perform the kind of ad hoc data analysis that often precedes many of today's ML modeling exercises. What you will learnSecure and manage the cost of querying your dataUse Athena ML and User Defined Functions (UDFs) to add advanced features to your reportsWrite your own Athena Connector to integrate with a custom data sourceDiscover your datasets on S3 using AWS Glue CrawlersIntegrate Amazon Athena into your applicationsSetup Identity and Access Management (IAM) policies to limit access to tables and databases in Glue Data CatalogAdd an Amazon SageMaker Notebook to your Athena queriesGet to grips with using Athena for ETL pipelinesWho this book is for Business intelligence (BI) analysts, application developers, and system administrators who are looking to generate insights from an ever-growing sea of data while controlling costs and limiting operational burden, will find this book helpful. Basic SQL knowledge is expected to make the most out of this book.

Popular Educator

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Author :
Publisher :
ISBN 13 :
Total Pages : 616 pages
Book Rating : 4.:/5 (334 download)

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Book Synopsis Popular Educator by :

Download or read book Popular Educator written by and published by . This book was released on 1921 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Amazon SageMaker Best Practices

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1801077762
Total Pages : 348 pages
Book Rating : 4.8/5 (1 download)

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Book Synopsis Amazon SageMaker Best Practices by : Sireesha Muppala

Download or read book Amazon SageMaker Best Practices written by Sireesha Muppala and published by Packt Publishing Ltd. This book was released on 2021-09-24 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Overcome advanced challenges in building end-to-end ML solutions by leveraging the capabilities of Amazon SageMaker for developing and integrating ML models into production Key FeaturesLearn best practices for all phases of building machine learning solutions - from data preparation to monitoring models in productionAutomate end-to-end machine learning workflows with Amazon SageMaker and related AWSDesign, architect, and operate machine learning workloads in the AWS CloudBook Description Amazon SageMaker is a fully managed AWS service that provides the ability to build, train, deploy, and monitor machine learning models. The book begins with a high-level overview of Amazon SageMaker capabilities that map to the various phases of the machine learning process to help set the right foundation. You'll learn efficient tactics to address data science challenges such as processing data at scale, data preparation, connecting to big data pipelines, identifying data bias, running A/B tests, and model explainability using Amazon SageMaker. As you advance, you'll understand how you can tackle the challenge of training at scale, including how to use large data sets while saving costs, monitoring training resources to identify bottlenecks, speeding up long training jobs, and tracking multiple models trained for a common goal. Moving ahead, you'll find out how you can integrate Amazon SageMaker with other AWS to build reliable, cost-optimized, and automated machine learning applications. In addition to this, you'll build ML pipelines integrated with MLOps principles and apply best practices to build secure and performant solutions. By the end of the book, you'll confidently be able to apply Amazon SageMaker's wide range of capabilities to the full spectrum of machine learning workflows. What you will learnPerform data bias detection with AWS Data Wrangler and SageMaker ClarifySpeed up data processing with SageMaker Feature StoreOvercome labeling bias with SageMaker Ground TruthImprove training time with the monitoring and profiling capabilities of SageMaker DebuggerAddress the challenge of model deployment automation with CI/CD using the SageMaker model registryExplore SageMaker Neo for model optimizationImplement data and model quality monitoring with Amazon Model MonitorImprove training time and reduce costs with SageMaker data and model parallelismWho this book is for This book is for expert data scientists responsible for building machine learning applications using Amazon SageMaker. Working knowledge of Amazon SageMaker, machine learning, deep learning, and experience using Jupyter Notebooks and Python is expected. Basic knowledge of AWS related to data, security, and monitoring will help you make the most of the book.

Programming Amazon EC2

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Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1449305261
Total Pages : 187 pages
Book Rating : 4.4/5 (493 download)

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Book Synopsis Programming Amazon EC2 by : Jurg van Vliet

Download or read book Programming Amazon EC2 written by Jurg van Vliet and published by "O'Reilly Media, Inc.". This book was released on 2011-02-11 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you plan to use Amazon Web Services to run applications in the cloud, the end-to-end approach in this book will save you needless trial and error. You'll find practical guidelines for designing and building applications with Amazon Elastic Compute Cloud (EC2) and a host of supporting AWS tools, with a focus on critical issues such as load balancing, monitoring, and automation. How do you move an existing application to AWS, or design your application so that it scales effectively? How much storage will you require? Programming Amazon EC2 not only helps you get started, it will also keep you going once you're successfully positioned in the cloud. This book is a must-read for application architects, developers, and administrators. Determine your application's lifecycle and identify the AWS tools you need Learn how to build and run your application as part of the development process Migrate simple web applications to the cloud with EC2, Amazon Simple Storage Service, and CloudFront content delivery Meet traffic demand with EC2's Auto Scaling and Elastic Load Balancing Decouple your application using Simple Queue Service, Simple Notification Service, and other tools Use the right tools to minimize downtime, improve uptime, and manage your decoupled system "Jurg and Flavia have done a great job in this book building a practical guide on how to build real systems using AWS." --Werner Vogels, VP & CTO at Amazon.com