Informatyka
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Amazon Fargate Quick Start Guide. Learn how to use AWS Fargate to run containers with ease
Deepak Vohra
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.
Amazon Fargate Quick Start Guide. Learn how to use AWS Fargate to run containers with ease
Deepak Vohra
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.
Naoya Hashimoto
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.
Amazon S3 Essentials. Get started with Amazon S3 for virtually unlimited cloud and Internet storage
Sunil Gulabani
Amazon 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.
Sireesha Muppala, Randy DeFauw, Shelbee Eigenbrode
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.
Prabhakar Chaganti, Rich Helms
SimpleDB is a highly scalable, simple-to-use, and inexpensive database in the cloud from Amazon Web Services. But in order to use SimpleDB, you really have to change your mindset. This isn't a traditional relational database; in fact it's not relational at all. For developers who have experience working with relational databases, this may lead to misconceptions as to how SimpleDB works.This practical book aims to address your preconceptions on how SimpleDB will work for you. You will be quickly led through the differences between relational databases and SimpleDB, and the implications of using SimpleDB. Throughout this book, there is an emphasis on demonstrating key concepts with practical examples for Java, PHP, and Python developers.You will be introduced to this massively scalable schema-less key-value data store: what it is, how it works, and why it is such a game-changer. You will then explore the basic functionality offered by SimpleDB including querying, code samples, and a lot more. This book will help you deploy services outside the Amazon cloud and access them from any web host.You will see how SimpleDB gives you the freedom to focus on application development. As you work through this book you will be able to optimize the performance of your applications using parallel operations, caching with memcache, asynchronous operations, and more.
Prabhakar Chaganti
This 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.
Sunil Gulabani
AWS is at the forefront of Cloud Computing today. Businesses are adopting AWS Cloud because of its reliability, versatility, and flexible design. The main focus of this book is teaching you how to build and manage highly reliable and scalable applications and services on AWS. It will provide you with all the necessary skills to design, deploy, and manage your applications and services on the AWS cloud platform. We’ll start by exploring Amazon S3, EC2, and so on to get you well-versed with core Amazon services. Moving on, we’ll teach you how to design and deploy highly scalable and optimized workloads. You’ll also discover easy-to-follow, hands-on steps, tips, and recommendations throughout the book and get to know essential security and troubleshooting concepts. By the end of the book, you’ll be able to create a highly secure, fault tolerant, and scalable environment for your applications to run on.
Sunil Gulabani
AWS is at the forefront of Cloud Computing today. Businesses are adopting AWS Cloud because of its reliability, versatility, and flexible design. The main focus of this book is teaching you how to build and manage highly reliable and scalable applications and services on AWS. It will provide you with all the necessary skills to design, deploy, and manage your applications and services on the AWS cloud platform. We’ll start by exploring Amazon S3, EC2, and so on to get you well-versed with core Amazon services. Moving on, we’ll teach you how to design and deploy highly scalable and optimized workloads. You’ll also discover easy-to-follow, hands-on steps, tips, and recommendations throughout the book and get to know essential security and troubleshooting concepts. By the end of the book, you’ll be able to create a highly secure, fault tolerant, and scalable environment for your applications to run on.
Rob Linton
Amazon Web Services is an Infrastructure as a Service (IaaS) platform in the Cloud, which businesses can take advantage of as their needs demand. The Amazon Cloud provides the enterprise with the flexibility to choose whichever solution is required to solve specific problems, ultimately reducing costs by only paying for what you use.While enterprises understand moving their applications among infrastructure they own and manage, the differences in Amazon's infrastructure bring up specific business, legal, technical, and regulatory issues to get to grips with.This step-by-step guide to moving your Enterprise .NET application to Amazon covers not only the concept, technical design, and strategy, but also enlightens readers about the business strategy and in-depth implementation details involved in moving an application to Amazon. You'll discover how to map your requirements against the Amazon Cloud, as well as secure and enhance your application with AWS.This book helps readers achieve their goal of migrating a .NET Enterprise Application to the AWS cloud. It guides you through the process one step at a time with a sample enterprise application migration. After comparing the existing application with the newly migrated version, it then moves on to explain how to make the hosted application better. It covers how to leverage some of the scalability and redundancy built into the Cloud, and along the way you'll learn about all of the major AWS products like EC2, S3, and EBS.
Amazon Web Services w akcji. Wydanie II
Andreas Wittig, Michael Wittig
Platforma Amazon Web Services jest uważana za największą i najdojrzalszą chmurę obliczeniową. Oferuje ponad setkę gotowych usług, praktycznie niewyczerpywalne zasoby mocy obliczeniowej, nieograniczone bezpieczne magazynowanie oraz pierwszorzędne możliwości automatyzacji. Jest przy tym nieustannie unowocześniana i udostępnia coraz to nowsze możliwości. Pozwala na tworzenie i utrzymanie aplikacji w elastyczny i niezawodny sposób. Dla wielu organizacji decyzja o migracji infrastruktury informatycznej na platformę AWS okazała się strzałem w dziesiątkę. Aby z powodzeniem przeprowadzić taką transformację, konieczne jest uzyskanie wiedzy na temat platformy Amazon Web Services i zrozumienie związanych z nią koncepcji. To drugie, uaktualnione wydanie kompletnego wprowadzenia do wdrażania aplikacji w chmurze AWS. Dokładnie opisano w nim usługi dostarczające instancje obliczeniowe, przestrzeń na dane i zapewniające pracę w sieci. Wyjaśniono koncepcje niezbędne do uruchomienia aplikacji WWW na platformie AWS: równoważenie obciążenia, maszyny wirtualne, magazynowanie plików, systemy baz danych i buforowanie w pamięci. Przedstawiono też zagadnienia wysokiej dostępności, odporności na błędy oraz dynamicznego skalowania infrastruktury. Dużą zaletą książki jest omówienie zautomatyzowanego zarządzania infrastrukturą za pomocą usługi AWS CloudFormation. Sporo uwagi poświęcono także różnym aspektom bezpieczeństwa w chmurze. Najciekawsze zagadnienia: koncepcje związane z Amazon Web Services, w tym maszyny wirtualne i EC2 automatyzacja infrastruktury i wdrażanie oprogramowania na platformie AWS skalowalność i bezpieczeństwo infrastruktury w chmurze AWS najprzydatniejsze usługi AWS: S3, EBS, EFS, RDS i wiele innych wysoka dostępność i niezawodność infrastruktury tworzenie odpornych na błędy usług sieciowych Amazon Web Services: już dziś zaprojektuj system przyszłości! Bracia Andreas Wittig i Michael Wittig są inżynierami oprogramowania. Stosują podejście DevOps i specjalizują się we wdrażaniu rozwiązań opartych na chmurze AWS. Koncentrują się na zagadnieniach infrastruktury jako kodu, ciągłego wdrażania, przetwarzania bezserwerowego, zabezpieczeń i tworzenia produktów typu SaaS. Obaj zdobyli certyfikaty AWS Certified Solutions Architect - Professional i AWS Certified DevOps Engineer - Professional. Ich wspólną pasją jest dzielenie się wiedzą.
Ruadhan O'Donoghue
Google introduced the Accelerated Mobile Pages (AMP) project to give mobile users lightning-fast response times when accessing web pages on mobile devices. AMP delivers great user experiences by providing a framework for optimizing web pages that otherwise would take much longer to load on a mobile platform.This book shows how to solve page performance issues using the mobile web technologies available today. You will learn how to build instant-loading web pages, and have them featured more prominently on Google searches. If you want your website to succeed on mobile, if you care about SEO, and if you want to stay competitive, then this book is for you! You will go on a mobile web development journey that demonstrates with concrete examples how to build lightning-fast pages that will keep your visitors on-site and happy. This journey begins by showing how to build a simple blog article-style web page using AMP. As new concepts are introduced this page is gradually refined until you will have the skills and confidence to build a variety of rich and interactive mobile web pages. These will include e-commerce product pages, interactive forms and menus, maps and commenting systems, and even Progressive Web Apps.
Marcotte
An Atypical ASP.NET Core 6 Design Patterns Guide, Second Edition approaches programming like playing with LEGO®: snapping small pieces together to create something beautiful. Thoroughly updated for ASP.NET Core 6, with further coverage of microservices patterns, data contracts, and event-driven architecture, this book gives you the tools to build and glue reliable components together to improve your programmatic masterpieces.The chapters are organized based on scale and topic, allowing you to start small and build on a strong base, the same way that you would develop a program. You will begin by exploring basic design patterns, SOLID architectural principles, dependency injection, and other ASP.NET Core 6 mechanisms. You will explore component-scale patterns, and then move to higher level application-scale patterns and techniques to better structure your applications. Finally, you'll advance to the client side to connect the dots with tools like Blazor and make ASP.NET Core a viable full-stack web development framework.You will supplement your learning with practical use cases and best practices, exploring a range of significant Gang of Four (GoF) design patterns along the way. By the end of the book, you will be comfortable combining and implementing patterns in different ways, and crafting software solutions of any scale.
IT Governance Publishing, David Barrow
This comprehensive guide to Service Management explores the core principles of ITSM and its crucial role in modern enterprises. It begins by introducing the fundamentals, addressing common challenges, and showcasing the strategic value service management brings to organizations. The book emphasizes practical applications and the importance of communication in building strong professional communities. As the author shares personal insights and experiences, readers gain a deeper understanding of the dynamic nature of service management.The book then shifts to career-focused content, offering guidance on how to transition service management certifications into professional opportunities and growth. By examining the personal and professional sides of service management, it provides readers with actionable steps to advance their careers, whether they are just starting or looking to deepen their expertise. The content encourages readers to see service management as not only a necessary skill but also a fulfilling career path, highlighting both its challenges and rewards.
Kushantha Gunawardana
As the world becomes more connected through the web, new data collection innovations have opened up more ways to compromise privacy. Your actions on the web are being tracked, information is being stored, and your identity could be stolen. However, there are ways to use the web without risking your privacy. This book will take you on a journey to become invisible and anonymous while using the web.You will start the book by understanding what anonymity is and why it is important. After understanding the objective of cyber anonymity, you will learn to maintain anonymity and perform tasks without disclosing your information. Then, you’ll learn how to configure tools and understand the architectural components of cybereconomy. Finally, you will learn to be safe during intentional and unintentional internet access by taking relevant precautions.By the end of this book, you will be able to work with the internet and internet-connected devices safely by maintaining cyber anonymity.
Michele Fadda
– SwiftUI transforms Apple Platform app development with intuitive Swift code for seamless UI design. – Explore SwiftUI's declarative programming: define what the app should look like and do, while the OS handles the heavy lifting. – Hands-on approach covers SwiftUI fundamentals and often-omitted parts in introductory guides. – Progress from creating views and modifiers to intricate, responsive UIs and advanced techniques for complex apps. – Focus on new features in asynchronous programming and architecture patterns for efficient, modern app design. – Learn UIKit and SwiftUI integration, plus how to run tests for SwiftUI applications. – Gain confidence to harness SwiftUI's full potential for building professional-grade apps across Apple devices.
Michele Fadda
– SwiftUI transforms Apple Platform app development with intuitive Swift code for seamless UI design. – Explore SwiftUI's declarative programming: define what the app should look like and do, while the OS handles the heavy lifting. – Hands-on approach covers SwiftUI fundamentals and often-omitted parts in introductory guides. – Progress from creating views and modifiers to intricate, responsive UIs and advanced techniques for complex apps. – Focus on new features in asynchronous programming and architecture patterns for efficient, modern app design. – Learn UIKit and SwiftUI integration, plus how to run tests for SwiftUI applications. – Gain confidence to harness SwiftUI's full potential for building professional-grade apps across Apple devices.
Analityk danych. Przewodnik po data science, statystyce i uczeniu maszynowym
Alex J. Gutman, Jordan Goldmeier
Musisz spojrzeć prawdzie w oczy: epoka danych to nie tylko imponujące możliwości, ale również obietnice bez pokrycia. Firmy wdrażają rozwiązania, które mają je wyręczać w podejmowaniu decyzji. Menedżerowie zatrudniają analityków, którzy nimi nie są. Specjaliści w dziedzinie data science są zatrudniani w organizacjach, które nie są na nich gotowe. Dyrektorzy wysłuchują technicznego żargonu i udają, że go rozumieją. Efekt? Pieniądze idą w błoto. Oto praktyczny przewodnik po nauce o danych w miejscu pracy. Dowiesz się stąd wszystkiego, co ważne na początku Twojej drogi jako danologa: od osobowości, z którymi przyjdzie Ci pracować, przez detale analizy danych, po matematykę stojącą za algorytmami i uczeniem maszynowym. Nauczysz się myśleć krytycznie o danych i otrzymanych wynikach, będziesz też inteligentnie o tym mówić. Jednym zdaniem: zrozumiesz dane i związane z nimi wyzwania na głębszym, profesjonalnym poziomie. To książka dla każdego, kto chce przestawić firmę na tory data science. Eric Weber, kierownik ds. eksperymentów i badań metrycznych, Yelp Naucz się: myśleć statystycznie i rozumieć rolę zmienności w podejmowaniu decyzji zadawać właściwe pytania na temat statystyk i wyników analiz sensownie korzystać z rozwiązań uczenia maszynowego i sztucznej inteligencji unikać typowych błędów podczas pracy z danymi i ich interpretowania Data science? Odsiejesz piasek od złota!
Analityka rozszerzona. Automatyzacja i sztuczna inteligencja w podejmowaniu decyzji
Willi Weber, Tobias Zwingmann
Niepowodzenia biznesowe można różnie tłumaczyć, jeśli jednak od szukania wymówek wolisz zapewnić sukces swojej firmie, przemyśl sposób, w jaki korzystasz z analizy danych. Poprzez rozszerzenie możliwości i poprawę jakości analiz otworzysz sobie drzwi do podejmowania najbardziej racjonalnych decyzji - decyzji opartych na wnioskach. W tej książce znajdziesz przejrzystą, praktyczną i kompletną ścieżkę, która doprowadzi Twoją firmę do analitycznej doskonałości! Dzięki lekturze zdobędziesz wiedzę potrzebną do skutecznego wykorzystywania informacji w realizacji celów biznesowych. Jeśli dostrzegasz ograniczenia tradycyjnych metod interpretacji danych, docenisz opisaną tu dynamiczną i realistyczną strategię zwiększania możliwości analitycznych. Dowiesz się, jak wprowadzić inteligentną automatyzację i nowoczesną sztuczną inteligencję, co umożliwi podejmowanie lepszych decyzji w Twoim zespole. Najważniejsze zagadnienia: rozszerzona analityka, jej zalety i potencjalne ograniczenia najlepsze praktyki w dziedzinie implementacji rozszerzonej analityki w firmie role analityczne, przepływy pracy, potrzebne narzędzia i umiejętności korzystanie z danych, a także budowanie zaufania i dostępności analiza przypadków posłużenia się rozszerzoną analityką jako czynnikiem wspierającym Oto drogowskaz dla organizacji, która chce bazować na danych w erze sztucznej inteligencji! Donald Farmer, właściciel firmy TreeHive Strategy