Artificial Intelligence with Python. Your complete guide to building intelligent apps using Python 3.x - Second Edition

Alberto Artasanchez, Prateek Joshi

Artificial Intelligence with Python, Second Edition is an updated and expanded version of the bestselling guide to artificial intelligence using the latest version of Python 3.x. Not only does it provide you an introduction to artificial intelligence, this new edition goes further by giving you the tools you need to explore the amazing world of intelligent apps and create your own applications.This edition also includes seven new chapters on more advanced concepts of Artificial Intelligence, including fundamental use cases of AI; machine learning data pipelines; feature selection and feature engineering; AI on the cloud; the basics of chatbots; RNNs and DL models; and AI and Big Data.Finally, this new edition explores various real-world scenarios and teaches you how to apply relevant AI algorithms to a wide swath of problems, starting with the most basic AI concepts and progressively building from there to solve more difficult challenges so that by the end, you will have gained a solid understanding of, and when best to use, these many artificial intelligence techniques.

AWS dla architektów rozwiązań. Tworzenie, skalowanie i migracja aplikacji do chmury Amazon Web Services. Wydanie II

Saurabh Shrivastava, Neelanjali Srivastav, Alberto Artasanchez, Imtiaz Sayed

Przetwarzanie w chmurze uzyskało status kluczowego sposobu działań operacyjnych współczesnych firm zmierzających w kierunku transformacji cyfrowej. Usługi AWS (Amazon Web Services) zapewniają takim przedsiębiorstwom znakomite rozwiązania, w tym usługi obliczeniowe, magazyny danych, obsługę sieci i usług zarządzanych. Aplikacje korporacyjne wdrożone w chmurze AWS mogą być wyjątkowo odporne, skalowalne i niezawodne. Oto zaktualizowane wydanie bestsellerowego przewodnika dla architektów rozwiązań. Dzięki niemu dobrze poznasz wzorce projektowe wbudowane w chmurę, czyli model AWS Well-Architected Framework. Zaznajomisz się z sieciami w chmurze AWS z uwzględnieniem sieci brzegowych i tworzeniem hybrydowych połączeń sieciowych w jej obrębie. W tym wydaniu dodano rozdziały dotyczące metodyki CloudOps i takich technologii jak uczenie maszynowe czy łańcuch bloków. Poznasz również inne ważne zagadnienia, w tym przechowywanie danych w chmurze AWS, kontenery obsługiwane przez usługi ECS i EKS, wzorce "jeziora" danych (w tym usługę AWS Lake Formation), architekturę lakehouse i architekturę siatki danych. Ten przewodnik z pewnością ułatwi Ci zaprojektowanie systemu spełniającego wyśrubowane wymagania techniczne i branżowe. W książce: korzystanie z modelu AWS Well-Architected Framework migracja obciążenia za pomocą AWS Cloud Adoption Framework automatyzacja w chmurze w obrębie różnych warstw obciążenia aplikacji korzystanie z technik sieci głębokich architektury referencyjne dla wariantów biznesowych stosowanie najnowszych technologii, w tym uczenia maszynowego i łańcucha bloków AWS: wszystko, czego potrzebujesz do zbudowania niezawodnych rozwiązań!

AWS for Solutions Architects. Design your cloud infrastructure by implementing DevOps, containers, and Amazon Web Services

Alberto Artasanchez

One of the most popular cloud platforms in the world, Amazon Web Services (AWS) offers hundreds of services with thousands of features to help you build scalable cloud solutions; however, it can be overwhelming to navigate the vast number of services and decide which ones best suit your requirements. Whether you are an application architect, enterprise architect, developer, or operations engineer, this book will take you through AWS architectural patterns and guide you in selecting the most appropriate services for your projects.AWS for Solutions Architects is a comprehensive guide that covers the essential concepts that you need to know for designing well-architected AWS solutions that solve the challenges organizations face daily. You'll get to grips with AWS architectural principles and patterns by implementing best practices and recommended techniques for real-world use cases. The book will show you how to enhance operational efficiency, security, reliability, performance, and cost-effectiveness using real-world examples.By the end of this AWS book, you'll have gained a clear understanding of how to design AWS architectures using the most appropriate services to meet your organization's technological and business requirements.

AWS for Solutions Architects. The definitive guide to AWS Solutions Architecture for migrating to, building, scaling, and succeeding in the cloud - Second Edition

Saurabh Shrivastava, Neelanjali Srivastav, Alberto Artasanchez, Imtiaz Sayed, ...

Are you excited to harness the power of AWS and unlock endless possibilities for your business? Look no further than the second edition of AWS for Solutions Architects! Imagine crafting cloud solutions that are secure, scalable, and optimized – not just good, but industry-leading.This updated guide throws open the doors to the AWS Well-Architected Framework, design pillars, and cloud-native design patterns empowering you to craft secure, performant, and cost-effective cloud architectures. Tame the complexities of networking, conquering edge deployments and crafting seamless hybrid cloud connections. Uncover the secrets of big data and streaming with EMR, Glue, Kinesis, and MSK, extracting valuable insights from data at speeds you never thought possible. Future-proof your cloud with game-changing insights! New chapters unveil CloudOps, machine learning, IoT, and blockchain, empowering you to build transformative solutions. Plus, unlock the secrets of storage mastery, container excellence, and data lake patterns. From simple configurations to sophisticated architectures, this guide equips you with the knowledge to solve any cloud challenge and impress even the most demanding clients.This book is your one-stop shop for architecting industry-standard AWS solutions. Stop settling for average – dive in and build like a pro!