{"product_id":"9781484268421","title":"Beginning Machine Learning in the Browser: Quick-start Guide to Gait Analysis with JavaScript and TensorFlow.js","description":"\u003ch1\u003eBeginning Machine Learning in the Browser: Quick-start Guide to Gait Analysis with JavaScript and TensorFlow.js\u003c\/h1\u003e \u003ch2\u003eSuryadevara, Nagender Kumar\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eApply Artificial Intelligence techniques in the browser or on resource constrained computing devices. Machine learning (ML) can be an intimidating subject until you know the essentials and for what applications it works. This book takes advantage of the intricacies of the ML processes by using a simple, flexible and portable programming language such as JavaScript to work with more approachable, fundamental coding ideas.  \u003c\/p\u003e\n\n\u003cp\u003eUsing JavaScript programming features along with standard libraries, you'll first learn to design and develop interactive graphics applications. Then move further into neural systems and human pose estimation strategies. For training and deploying your ML models in the browser, TensorFlow.js libraries will be emphasized.\u003c\/p\u003e\n\n\u003cp\u003eAfter conquering the fundamentals, you'll dig into the wilderness of ML. Employ the ML and Processing (P5) libraries for Human Gait analysis. Building up Gait recognition with themes, you'll come to understand a variety of MLimplementation issues. For example, you’ll learn about the classification of normal and abnormal Gait patterns. \u003c\/p\u003e\n\n\u003cp\u003eWith\u003ci\u003e Beginning Machine Learning in the Browser\u003c\/i\u003e, you’ll be on your way to becoming an experienced Machine Learning developer.\u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003eWhat You’ll Learn\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eWork with ML models, calculations, and information gathering\u003c\/li\u003e\n\u003cli\u003eImplement TensorFlow.js libraries for ML models\u003c\/li\u003e\n\u003cli\u003ePerform Human Gait Analysis using ML techniques in the browser\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\n\n\n\n\u003cp\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/p\u003e\n\n\u003cp\u003eComputer science students and research scholars, and novice programmers\/web developers in the domain of Internet Technologies\u003c\/p\u003e\u003cbr\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2021-04-02\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484268421\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-6843-8\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 182\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":47531140513932,"sku":"9781484268421","price":40.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484268421.jpg?v=1776050101","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781484268421","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}