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Amazon Buys Whole Foods
by David Lane Jose B. Alvarez Joni CoughlinThe June 2017 news that e-commerce giant Amazon was paying $13.7 billion for organic supermarket chain Whole Foods precipitated a broad sell-off in the shares of grocery retailers and suppliers. Behind the precipitous declines lay recognition that Amazon's bold move into brick and mortar assets offered transformational opportunities. Amazon could gain expertise in perishable product sales and procurement, plus access to 30 million well-off shoppers and 463 grocery stores in key U.S. markets. Whole Foods could absorb Amazon's technology and process expertise to modernize and reduce its operating costs, which were among the highest in the industry. For grocery retailers and suppliers, the deal portended increased competitive pressures in a saturated market. As 2018 dawned, all parties were assessing the deal's implications. Had the stock market overreacted to news of the deal? Why was Amazon buying Whole Foods? What were the long-term implications of the deal for the food value chain?
Amazon Connect: Improve your customer experience by building logical and cost-effective solutions for critical call center systems
by Jeff ArmstrongExplore Amazon Connect, from implementing call flows and creating AI bots to integrating artificial intelligence solutions and analyzing critical customer sentimentKey FeaturesDiscover how to integrate chat with Connect to allow organizations to reduce operations costsLeverage machine learning to perform natural language processing (NLP) for analyzing customer feedback and trendsLearn how to integrate your enterprise application with Amazon ConnectBook DescriptionAmazon Connect is a pay-as-you-go cloud contact center solution that powers Amazon's customer contact system and provides an impressive user experience while reducing costs. Connect's scalability has been especially helpful during COVID-19, helping customers with research, remote work, and other solutions, and has driven adoption rates higher. Amazon Connect: Up and Running will help you develop a foundational understanding of Connect's capabilities and how businesses can effectively estimate the costs and risks associated with migration. Complete with hands-on tutorials, costing profiles, and real-world use cases relating to improving business operations, this easy-to-follow guide will teach you everything you need to get your call center online, interface with critical business systems, and take your customer experience to the next level. As you advance, you'll understand the benefits of using Amazon Connect and cost estimation guidelines for migration and new deployments. Later, the book guides you through creating AI bots, implementing interfaces, and leveraging machine learning for business analytics. By the end of this book, you'll be able to bring a Connect call center online with all its major components and interfaces to significantly reduce personnel overhead and provide your customers with an enhanced user experience (UX).What you will learnBecome well-versed with the capabilities and benefits of Amazon ConnectDetermine cost-effective solutions by integrating Connect with AWSCreate, modify, and connect contact flows to improve efficiencyBuild a conversational interface with Amazon LexFind out how to transfer contact records out of Connect via KinesisGather user insights and improve business operations with Amazon QuickSightAnalyze customer-agent conversations with ML speech analytics capabilitiesDiscover ways to provide superior customer service at a lower costWho this book is forThis Amazon Connect book is for anyone looking to save costs and improve their customer experience through a more advanced call center using Amazon Connect and other AWS capabilities. A technical understanding of Amazon Web Services (AWS) and beginner-level business administration experience are necessary to address cost concerns and risks.
Amazon DynamoDB - The Definitive Guide: Explore enterprise-ready, serverless NoSQL with predictable, scalable performance
by Aman Dhingra Mike MackayHarness the potential and scalability of DynamoDB to effortlessly construct resilient, low-latency databases Key FeaturesDiscover how DynamoDB works behind the scenes to make the most of its featuresLearn how to keep latency and costs minimal even when scaling upIntegrate DynamoDB with other AWS services to create a full data analytics systemPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionThis book will help you master Amazon DynamoDB, the fully managed, serverless, NoSQL database service designed for high performance at any scale. Authored by Aman Dhingra, senior DynamoDB specialist solutions architect at AWS, and Mike Mackay, former senior NoSQL specialist solutions architect at AWS, this guide draws on their expertise to equip you with the knowledge and skills needed to harness DynamoDB's full potential. This book not only introduces you to DynamoDB's core features and real-world applications, but also provides in-depth guidance on transitioning from traditional relational databases to the NoSQL world. You'll learn essential data modeling techniques, such as vertical partitioning, and explore the nuances of DynamoDB's indexing capabilities, capacity modes, and consistency models. The chapters also help you gain a solid understanding of advanced topics such as enhanced analytical patterns, implementing caching with DynamoDB Accelerator (DAX), and integrating DynamoDB with other AWS services to optimize your data strategies. By the end of this book, you’ll be able to design, build, and deliver low-latency, high-throughput DynamoDB solutions, driving new levels of efficiency and performance for your applications.What you will learnMaster key-value data modeling in DynamoDB for efficiency Transition from RDBMSs to NoSQL with optimized strategies Implement read consistency and ACID transactions effectively Explore vertical partitioning for specific data access patterns Optimize data retrieval using secondary indexes in DynamoDB Manage capacity modes, backup strategies, and core components Enhance DynamoDB with caching, analytics, and global tables Evaluate and design your DynamoDB migration strategyWho this book is forThis book is for software architects designing scalable systems, developers optimizing performance with DynamoDB, and engineering managers guiding decision-making. Data engineers will learn to integrate DynamoDB into workflows, while product owners will explore its innovative capabilities. DBAs transitioning to NoSQL will find valuable insights on DynamoDB and RDBMS integration. Basic knowledge of software engineering, Python, and cloud computing is helpful. Hands-on AWS or DynamoDB experience is beneficial but not required.
Amazon EC2 Cookbook
by Aurobindo Sarkar Sekhar Reddy MandapatiThis book is targeted at Cloud-based developers who have prior exposure to AWS concepts and features. Some experience in building small applications and creating some proof-of-concept applications is required.
Amazon Extreme: Three Ordinary Guys, One Rubber Raft and the Most Dangerous River on Earth
by Colin Angus Ian MulgrewThe hair-raising true story of the first team to raft the entire length of the Amazon. To a trio of twenty-something adrenaline junkies, it sounded like an irresistible challenge: Tackle the Amazon with nothing more than a rubber raft between them and fate. In Amazon Extreme Colin Angus provides a you-are-there account of his expedition's terrors and triumphs. In spite of Shining Path gunmen, mosquito-laden drinking water, and, of course, the terrifying rapids themselves, his crew also found a reverence for the equally compelling beauty that makes this region so renowned. Graceful dolphins, lush forests, and the intriguing people who live along the river complete the backdrop as Angus's five-month excursion unfolds. Culminating in an astonishing victory that garnered major media coverage, this is the story of three guys who truly went off the deep end, and one who came back to write a riveting recollection of it.
Amazon FBA Guida per principianti
by Adidas WilsonFBA è l'acronimo di Fulfilled di Amazon. Quando entri nel programma Amazon FBA, tutto il duro lavoro viene svolto da Amazon. Come funziona: fornisci prodotti e li invii ad Amazon. A loro volta, immagazzinano i prodotti nei loro magazzini. I prodotti vengono immagazzinati e ordinati. Se un articolo si danneggia, Amazon ti pagherà l'intero prezzo. Quando un acquirente ordina il tuo prodotto su Amazon, la transazione verrà gestita da Amazon (il processo è automatizzato). Amazon confeziona l'articolo e lo spedisce al tuo cliente. Sono responsabili inoltre delle fasi dopo la consegna del prodotto, per assicurarsi che il cliente sia soddisfatto.
Amazon FBA: Guía Para Principiantes
by Adidas WilsonCómo funciona: Buscas productos y los envías a Amazon. Ellos, a su vez, almacenan los productos en sus almacenes. Los productos son inventariados y luego clasificados. Si un artículo se daña en el almacén, Amazon te pagará el precio completo. Cuando un comprador pide su producto en Amazon, la transacción será manejada por Amazon (el proceso es automatizado). Amazon empaqueta el artículo y lo envía a su cliente. También hacen un seguimiento después de que el producto ha sido entregado para asegurarse de que el cliente esté satisfecho.
Amazon Fargate Quick Start Guide: Learn how to use AWS Fargate to run containers with ease
by Deepak VohraThis book gets you started and gives you knowledge about AWS Fargate in order to successfully incorporate it in your ECS container application.Key FeaturesGives 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 serviceBook DescriptionAmazon 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 learnRunning Docker containers with a managed serviceUse Amazon ECS in Fargate launch modeConfigure CloudWatch Logging with FargateUse an IAM Role with FargateUnderstand how ECS CLI is used with FargateLearn how to use an Application Load Balancer with FargateLearn about Auto Scaling with FargateWho this book is forThis 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.
Amazon Fire Phone For Dummies
by Dan GookinFire up your Amazon Fire Phone and get to know the hottest new smartphone around with For Dummies!The Amazon Fire Phone is here, and the first smartphone designed by Amazon does not disappoint. Loaded with innovative features like Dynamic Perspective, Firefly, and Mayday, your Amazon Fire Phone is a truly unique offering in the Android market, and veteran For Dummies author Dan Gookin is here to offer his truly unique advice on how to blaze through your Fire Phone like a pro. You'll tackle the smartphone basics like making calls, texting, e-mailing, browsing the Internet, and shooting photos and video before taking on more advanced features like maps and navigation, built-in and add-on apps, movies, music, e-books, and syncing it all in the cloud.Walks you through your Amazon Fire Phone and all its features - from understanding its "under the hood" power to customizing your device for your needsCovers using your Amazon Fire Phone for work - and play - with advice on setting up and storing contacts, managing your calendar, getting directions, going online, staying in touch with friends and family, and filling your Fire with the latest games, apps, movies, music, and moreIncludes details on the Fire's camera and video capabilities, immersive Firefly technology, Amazon content integration, cloud storage, and 24/7 Mayday help serviceWhether you're upgrading from another device or stepping into the smartphone market for the first time, Amazon Fire Phone For Dummies is your guide to all your Fire has to offer.
Amazon Fire Phone: The Missing Manual
by Preston GrallaUnleash the powers of the Amazon Fire phone with help from technology guru Preston Gralla. Through clear instructions and savvy advice, this fast-paced, engaging guide shows you how to make the most of Fire phone’s innovative features—including Firefly, Dynamic Perspective, one-handed gestures, and integration with Amazon Prime.The important stuff you need to know:Gain control with Dynamic Perspective. Tilt your phone to scroll, move your head to play games, and explore maps in 3D.Take pictures further. Capture high-res, panoramic, and moving (lenticular) photos. Shoot HD video, too.Shop with ease. Use Firefly to identify music, videos, and other items, and go straight to the product’s Amazon page.Get the apps you want. Load up on games and apps for productivity, health and fitness, and social networking from Amazon’s Appstore.Solve problems right away. Get live tech support from Amazon via video chat with the Mayday help feature.Carry the Cloud in your hand. Access Prime Instant Video, your Kindle library, and your uploaded photos and videos.
Amazon Fire TV For Dummies
by Paul McFedriesEnjoy more entertainment with this friendly user guide to making the most of Amazon Fire TV! Find and watch more of the shows you enjoy with Amazon Fire TV For Dummies. This book guides you through Fire TV connections and setup and then shows you how to get the most out of your device. This guide is the convenient way to access quick viewing tips, so there’s no need to search online for information or feel frustrated. With this book by your side, you’ll quickly feel right at home with your streaming device. Content today can be complicated. You want to watch shows on a variety of sources, such as Hulu, Amazon Prime, Netflix, and the top premium channels. Amazon’s media device organizes the streaming of today’s popular content services. It lets you use a single interface to connect to the entertainment you can’t wait to watch. This book helps you navigate your Fire TV to find the content you really want. It will show you how to see your favorite movies, watch binge-worthy TV shows, and even play games on Fire TV. Get the information you need to set up and start using Fire TV. Understand the basics of how to use the device Explore an array of useful features and streaming opportunities Learn techniques to become a streaming pro Conquer the world of Fire TV with one easy-to-understand book. Soon you’ll be discovering the latest popcorn-worthy shows.
Amazon Fruits: An Ethnobotanical Journey (Ethnobiology)
by Nigel SmithThis is the first comprehensive listing of Amazon fruits from an ethnobotanical perspective. This detailed book covers 50 botanical families, 207 species, in the Amazon including how the people of each region use them. It is lavishly illustrated with high-quality photographs taken by the author, an extensive list of references, and Dr. Smith’s latest, meticulous research. This book should be a foundational work for scholars working in the plant sciences, researchers in ethnobotanical studies, and general interest scholars seeking more detailed information on the latest research by a leading scientist in the Amazon.
Amazon HQ2
by James K. Sebenius Ben CookAmazon's failed bid for a second headquarters location ("HQ2") in Long Island City, New York offers many lessons for negotiators looking to avoid similar high-profile defeats in strategically important deals. The company's project - which promised to bring billions of dollars in net new tax revenue and thousands of jobs to the city - initially enjoyed widespread support on the ground, alongside vocal advocacy from political elites at the state and local level. But after the proposal was announced, a relatively small cohort of passionate opponents organized to pressure a key set of lawmakers into opposing the deal, ultimately leading the company to withdraw its offer. Amazon's HQ2 derailment at the hands of these well-organized activists, and its failure to mobilize its broad base of support in useful ways, mark a striking example of the potential pitfalls dealmakers face when negotiating large-scale projects in the public eye.
Amazon Hacks
by Paul BauschAmazon Hacks is a collection of real-world tips, tricks, and full-scale solutions to practical uses of Amazon.com and the Amazon Web Services API . The book offers a variety of interesting ways for power users to get the most out of Amazon and its community, for Associates to hone their recommendations for better linking and more referral fees, for researchers to mine the enormous amount of information in Amazon's data store, and for developers to integrate Amazon Web Services into their applications and se
Amazon Hacks
by Paul BauschAmazon Hacks is a collection of tips and tools for getting the most out of Amazon.com, whether you're an avid Amazon shopper, Amazon Associate developing your online storefront and honing your recommendations for better linking and more referral fees, seller listing your own products for sale on Amazon.com, or a programmer building your own application on the foundation provided by the rich Amazon Web Services API. Shoppers will learn how to make the most of Amazon.com's deep functionality and become part of the Amazon community, maintain wishlists, tune recommendations, "share the love" with friends and family, etc. Amazon Associates will find tips for how best to list their titles, how to promote their offerings by fine tuning search criteria and related titles information, and even how to make their store fronts more attractive. And the real power users will use the Amazon API to build Amazon-enabled applications, create store fronts and populate them with items to be picked, packed and shipped by Amazon. And just about anyone can become a seller on Amazon.com, listing items, deciding on pricing, and fulfilling orders for products new and used.
Amazon Mazhaikkadukal
by S. MohanaThe Amazon Rainforest is a moist broadleaf forest that covers most of the Amazon Basin of South America and represents over half of the planet's remaining rainforests. This book enlightens the readers as to What is Amazon; Amazon River; The rainforest and how it was formed; the animals and other living beings in the region; the precious things found there; tourist spots and the impending dangers to the region etc.
Amazon Men: The World's Greatest Forest that Has Eluded and Deluded Explorers for 500 Years
by Adam Courtenay“Captivating . . . An examination of complex and contradictory human responses to the development of the Amazon and to its preservation” (The Australian). Amazon Men is about conquistadors and botanists, colonizers and human rights activists, slave traders and philanthropists—that is, people who have variously tried to conquer, rework, map, enslave, and save this region and its river system, each according to the needs and zeitgeist of their time in history. The environmental battles of today are part of a long-running story that’s been going on since Europeans first discovered this impenetrable ocean of green. For centuries there’s been a war of attrition between the greatest ecosystem and the greatest predator. Up until now, the predator has failed. Amazon Men is about those who’ve tried to conquer and exploit the Amazon—and those who’ve tried to understand and savor it. Conquistadors Francisco de Orellana and Lope de Aguirre play their parts as representatives of the Age of Discovery. Charles Marie de La Condamine is a perfect foil for the Age of Enlightenment. Alexander von Humboldt appears as a scientist of the Romantic age, seeking unity in the midst of chaos. Walter Hardenburg represents the machine age, defying the industrial imperatives of his time to oppose unfettered colonial capitalism. Sydney Possuelo, the greatest living Amazonian explorer, represents the ongoing conflict between modern expansion and environmental causes. What do their experiences tell us about our attitude to the unexplored and unknown? The stories of Amazon Men recount deeds of bravery and acts of brilliance, but also forgotten holocausts where guns, germs, and steel have all played their roles.
Amazon Redshift Cookbook: Recipes for building modern data warehousing solutions
by Shruti Worlikar Thiyagarajan Arumugam Harshida Patel Eugene Kawamoto>pb/b/ph4/h4ulli/lili/lili/li/ulh4/h4p/pp/pp/ph4/h4ulli/lili/lili/lili/lili/lili/li/ulh4/h4p/p<
Amazon Redshift: Jump-Start Analytics Using Cloud Data Warehousing
by Rajiv Gupta Rajesh Francis Milind OkeAmazon 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 warehouseGet started with Amazon Redshift with simple-to-use data models and design best practicesUnderstand how and when to use Redshift Serverless and Redshift provisioned clustersTake advantage of auto-tuning options inherent in Amazon Redshift and understand manual tuning optionsTransform your data platform for predictive analytics using Redshift ML and break silos using data sharingLearn best practices for security, monitoring, resilience, and disaster recoveryLeverage Amazon Redshift integration with other AWS services to unlock additional value
Amazon S3 Cookbook
by Naoya HashimotoOver 30 hands-on recipes that will get you up and running with Amazon Simple Storage Service (S3) efficiently About This Book * Learn how to store, manage, and access your data with AWS SDKs * Study the Amazon S3 pricing model and learn how to calculate costs by simulating practical scenarios * Optimize your Amazon S3 bucket by following step-by-step instructions of how to deliver your content with CloudFront, secure the S3 bucket with IAM, and lower costs with object life cycle management Who This Book Is For This book is for cloud developers who have experience of using Amazon S3 and are also familiar with Amazon S3. What You Will Learn * Host a static website on Amazon S3 * Calculate costs with AWS Simple Monthly Calculators * Deploy a static website via CloudFormation * Distribute your content via CloudFront * Secure resources with bucket policies and IAM * Protect objects using server-side and client-side encryption * Enable Cross-Origin Resource Sharing * Manage objects' life cycles to lower costs * Optimize performance for uploading as well as downloading objects * Enable S3 event notifications and create Lambda functions * Manage common operations with AWS SDKs In Detail Amazon S3 is one of the most famous and trailblazing cloud object storage services, which is highly scalable, low-latency, and economical. Users only pay for what they use and can store and retrieve any amount of data at any time over the Internet, which attracts Hadoop users who run clusters on EC2. The book starts by showing you how to install several AWS SDKs such as iOS, Java, Node.js, PHP, Python, and Ruby and shows you how to manage objects. Then, you'll be taught how to use the installed AWS SDKs to develop applications with Amazon S3. Furthermore, you will explore the Amazon S3 pricing model and will learn how to annotate S3 billing with cost allocation tagging. In addition to this, the book covers several practical recipes about how to distribute your content with CloudFront, secure your content with IAM, optimize Amazon S3 performance, and notify S3 events with Lambada. By the end of this book, you will be successfully implementing pro-level practices, techniques, and solutions in Amazon S3. Style and approach A step-by-step practical guide that will show you how to efficiently store, manage, and control your data in Amazon S3.
Amazon S3 Essentials
by Sunil GulabaniGet started with Amazon S3 for virtually unlimited cloud and Internet storageAbout This BookFamiliarize yourself with the concepts of Amazon S3Understand basic operations of bucket, folders, and objects using Amazon S3 SDK JavaLeverage the power of Amazon S3 to effectively store and retrieve dataWho This Book Is ForThis book is intended for System Engineers/ Developers, Software Architects, Project managers, and users who want to explore Amazon S3 SDK Java. If you want to learn about Amazon S3 quickly, then this book is for you. Basic knowledge of Java programming is expected.What You Will LearnStart with the basic concepts of Amazon S3 to get you goingUse Copy Object and Multipart Copy Object for objects of different sizesUnderstand how to use the amazon management console for Amazon S3Learn how to use the AWS SDK of Java and consume the Amazon S3Get to grips with managing the bucket life cycleConfigure CORS to share resources to a different domainDiscover how to develop and deploy the static website on Amazon S3 using different services of AmazonIn DetailAmazon Simple Storage Service (Amazon S3), provides developers and IT teams with secure, durable, and highly-scalable object storage. Amazon S3 is easy to use, with a simple web services interface to store and retrieve any amount of data from anywhere on the web.S3 is automatically web scalable and responds to the requirements of your application and traffic, and therefore offers a key element to help companies deal dynamically with any spike in traffic for their application (such as a free e-book offer).This book starts with the basics of the Amazon S3 and its features, and you will quickly get an understanding how to use the Amazon Management Console for Amazon S3 which is the simplest way to manage Amazon S3. Next, we will cover basic operations on bucket, folder, objects. Once the basic operations are understood, you will know how to use Amazon S3 using Java SDK. Following that, you will learn about Copy Objects and Multipart copy objects for large objects size. You will also learn to manage the life cycle of bucket and how to share resources to the different domain by configuring CORS. The book will then guide you through the development and deployment of a static website on Amazon S3 using different services of Amazon.By the end of the book, you will be able to create a scalable application using Amazon S3.Style and approachThis fast-paced book is a pragmatic guide to writing Amazon S3 applications. Each chapter is blended beautifully with lucid concepts and pertinent examples.
Amazon SageMaker Best Practices: Proven tips and tricks to build successful machine learning solutions on Amazon SageMaker
by Sireesha Muppala Randy DeFauw Shelbee EigenbrodeOvercome advanced challenges in building end-to-end ML solutions by leveraging the capabilities of Amazon SageMaker for developing and integrating ML models into productionKey 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 DescriptionAmazon 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 forThis 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.
Amazon Shopper Panel: Paying Customers for Their Data
by Ayelet Israeli Eva AscarzaThis case introduces a new Amazon program that has consumers upload their receipts from transactions outside of Amazon, in exchange for money. Through the discussion, the case aims to explore issues in customers' privacy in the digital age, the value of customers' own data, and the change in regulations aimed to protect consumers that move companies from using third party data to first party data. In addition, the case offers an opportunity to discuss the power dynamics of online giants such as Amazon, Google, and Facebook.
Amazon SimpleDB Developer Guide
by Prabhakar Chaganti Rich HelmsThis book is a practical real-world tutorial covering everything you need to know about Amazon SimpleDB. You will come across examples in three languages: Java, PHP, and Python. This book is aimed at transforming you from a beginner to an advanced developer.If you are a developer wanting to build scalable web-based database applications using SimpleDB, then this book is for you. You do not need to know anything about SimpleDB to read and learn from this book, and no basic knowledge is strictly necessary. This guide will help you to start from scratch and build advanced applications.
Amazon SimpleDB: LITE
by Prabhakar Chaganti Rich HelmsThis focused book is an extracted LITE version of Packt's full: Amazon SimpleDB Developer Guide. It concentrates on getting a grounding in the value of SimpleDB, and shows how to set up an AWS account, enable a SimpleDB service for the account, and install and set up libraries for Java, PHP, and Python. If you are a developer wanting to get to grips with a primer into SimpleDB, then this book is for you. You do not need to know anything about SimpleDB to read and learn from this book, and no basic knowledge is strictly necessary.