Robert High – författare

Understand, design, and create cognitive applications using Watson's suite of APIsKey FeaturesWork with IBM Watson APIs to build efficient and powerful cognitive appsBuild smart apps to carry out different sets of activities with the help of real-world use casesGet well-versed with the best practices of IBM Watson and implement them in your daily workBook DescriptionCognitive computing is rapidly becoming a part of every aspect of our lives through data science, machine learning (ML), and artificial intelligence (AI). It allows computing systems to learn and keep on improving as the amount of data in the system increases.This book introduces you to a whole new paradigm of computing – a paradigm that is totally different from the conventional computing of the Information Age. You will learn the concepts of ML, deep learning (DL), neural networks, and AI with the help of IBM Watson APIs. This book will help you build your own applications to understand, and solve problems, and analyze them as per your needs. You will explore various domains of cognitive computing, such as NLP, voice processing, computer vision, emotion analytics, and conversational systems.Equipped with the knowledge of machine learning concepts, how computers do their magic, and the applications of these concepts, you’ll be able to research and apply cognitive computing in your projects.What you will learnGet well-versed with the APIs provided by IBM Watson on IBM CloudUnderstand ML, AI, cognitive computing, and neural network principlesImplement smart applications in fields such as healthcare, entertainment, security, and moreExplore unstructured data using cognitive metadata with the help of Natural Language UnderstandingDiscover the capabilities of IBM Watson's APIs by using them to create real-life applicationsDelve into various domains of cognitive computing, such as media analytics, embedded deep learning, computer vision, and moreWho this book is forIf you’re new to cognitive computing, you’ll find this book useful. Although not a prerequisite, some knowledge of artificial intelligence and deep learning will be an added advantage. This book covers these concepts using IBM Watson’s tools.

Learn how to use Linux Foundation's LF Edge Open Horizon project to scale the deployment of your edge application and workload solution in a production environmentKey FeaturesExplore historical trends, industries, use cases, and the evolving ecosystem of edge computingBuild your skills to recognize common issues that can derail a successful edge projectUnderstand the symbiotic relationship between edge computing and application-centric networkingPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionEdge computing holds vast potential to revolutionize industries, yet its implementation poses unique challenges. Written by industry veterans Rob High and Sanjeev Gupta, this comprehensive guide bridges the gap between theory and practice. Distilling expertise from their combined decades of experience in edge computing and hybrid cloud mesh solutions, this book equips software developers and DevOps teams with the knowledge and skills needed to deploy edge solutions at scale in production environments. It also explores foundational standards and introduces key factors that may impede the scaling of edge solutions.While edge computing draws from the successes of cloud computing, crucial distinctions separate the two. High and Gupta elucidate these distinctions, helping you grasp the nuanced dynamics of edge-computing ecosystems. With a focus on leveraging Open Horizon to overcome pitfalls and optimize performance, this book will help you confidently navigate the intricacies of constructing and deploying resilient edge solutions in real-world production settings.By the end of this book, you’ll have acquired a deep understanding of essential success factors for building and deploying robust edge solutions in real-world production settings, leveraging Open Horizon for scalable edge deployments.What you will learnIdentify prevalent challenges in edge projectsUse Open Horizon to address project issuesOptimize Open Horizon functionality effectivelyDebug and resolve field issues with precisionDeploy AI/ML models on edge devices seamlesslyEnhance team productivity in Edge project managementImplement best practices for organizing all your edge projectsWho this book is forThis book is for software engineers and DevOps teams aiming to optimize their edge solutions. Whether you're already developing edge solutions or in the planning stages, this book equips you with insights to mitigate risks and enhance viability. Catering to various experience levels, it offers valuable guidance on understanding the nuances between cloud and edge computing.