{"product_id":"9798868803536","title":"Machine Learning For Network Traffic and Video Quality Analysis: Develop and Deploy Applications Using JavaScript and Node.js","description":"\u003ch1\u003eMachine Learning For Network Traffic and Video Quality Analysis: Develop and Deploy Applications Using JavaScript and Node.js\u003c\/h1\u003e \u003ch2\u003eFowdur, Tulsi Pawan; Babooram, Lavesh\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book offers both theoretical insights and hands-on experience in understanding and building machine learning-based Network Traffic Monitoring and Analysis (NTMA) and Video Quality Assessment (VQA) applications using JavaScript. JavaScript provides the flexibility to deploy these applications across various devices and web browsers.\u003c\/p\u003e\n\n\u003cp\u003e \u003c\/p\u003e\n\n\u003cp\u003eThe book begins by delving into NTMA, explaining fundamental concepts and providing an overview of existing applications and research within this domain. It also goes into the essentials of VQA and offers a survey of the latest developments in VQA algorithms. The book includes a thorough examination of machine learning algorithms that find application in both NTMA and VQA, with a specific emphasis on classification and prediction algorithms such as the Multi-Layer Perceptron and Support Vector Machine. The book also explores the software architecture of the NTMA client-server application. This architecture is meticulously developed using HTML, CSS, Node.js, and JavaScript. Practical aspects of developing the Video Quality Assessment (VQA) model using JavaScript and Java are presented. Lastly, the book provides detailed guidance on implementing a complete system model that seamlessly merges NTMA and VQA into a unified web application, all built upon a client-server paradigm.\u003c\/p\u003e\n\n\u003cp\u003e \u003c\/p\u003e\n\n\u003cp\u003eBy the end of the book, you will understand NTMA and VQA concepts and will be able to apply machine learning to both domains and develop and deploy your own NTMA and VQA applications using JavaScript and Node.js.\u003c\/p\u003e\n\n\u003cp\u003e \u003c\/p\u003e\n\n\u003cp\u003eWhat You Will Learn\u003c\/p\u003e\n\n\u003cul\u003e\n\t\u003cli\u003eWhat are the fundamental concepts, existing applications, and research on NTMA?\u003c\/li\u003e\n\t\u003cli\u003eWhat are the existing software and current research trends in VQA?\u003c\/li\u003e\n\t\u003cli\u003eWhich machine learning algorithms are used in NTMA and VQA?\u003c\/li\u003e\n\t\u003cli\u003eHow do you develop NTMA and VQA web-based applications using JavaScript, HTML, and Node.js?\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003e \u003c\/p\u003e\n\n\u003cp\u003eWho This Book Is For\u003c\/p\u003e\n\n\u003cp\u003eSoftware professionals and machine learning engineers involved in the fields of networking and telecommunications\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2024-06-20\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9798868803536\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/979-8-8688-0354-3\u003c\/p\u003e \u003cp\u003eDimensions: 254cm x178cm\u003c\/p\u003e \u003cp\u003ePages: 465\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":44804176969868,"sku":"9798868803536","price":44.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9798868803536.jpg?v=1776093236","url":"https:\/\/lateknightbooks.com\/products\/9798868803536","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}