Machine Learning For Network Traffic and Video Quality Analysis: Develop and Deploy Applications Using JavaScript and Node.js free ebook download.

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Machine Learning For Network Traffic and Video Quality Analysis: Develop and Deploy Applications Using JavaScript and Node.js free ebook download

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Author(s):	Tulsi Pawan Fowdur

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	B0D21FJ3MW
Pages:	613	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	6/27/2024 6:42:31 AM

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B0D21FJ3MW pdf
B0D21FJ3MW pdf
This 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.

The 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.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3263781	Book	https://nitroflare.com/view/AE59031ABF27...		0.00	alex21s

Tags: Analysis Applications Deploy Develop Learning Machine Network Quality Traffic Video

Title	Link	Password	Size	Reason

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