{"product_id":"ai-solutions-for-the-united-nations-sustainable-development-goals-un-sdgs-a-practical-approach-using-javascript-9798868805387","title":"AI Solutions for the United Nations Sustainable Development Goals (Un Sdgs): A Practical Approach Using JavaScript","description":"\u003cp\u003eLearn the United Nations Sustainable Development Goals (UN SDGs) and see how machine learning can significantly contribute to their realization. This book imparts both theoretical knowledge and hands-on experience in comprehending and constructing machine learning-based applications for addressing multiple UN SDGs using JavaScript. \u003c\/p\u003e \u003cp\u003eThe reading begins with a delineation of diverse UN SDG targets, providing an overview of previous successful applications of machine learning in solving realistic problems aligned with these targets. It thoroughly explains fundamental concepts of machine learning algorithms for prediction and classification, coupled with their implementation in JavaScript and HTML programming.\u003c\/p\u003e \u003cp\u003eDetailed case studies examine challenges related to renewable energy, agriculture, food production, health, environment, climate change, water quality, air quality, and telecommunications, corresponding to various UN SDGs. Each case study includes related works, datasets, machine learning algorithms, programming concepts, and comprehensive explanations of JavaScript and HTML codes used for web-based machine learning applications. The results obtained are meticulously analyzed and discussed, showcasing the pivotal role of machine learning in advancing the relevant SDGs. \u003c\/p\u003e \u003cp\u003eBy the end of this book, you'll have a firm understanding of SDG fundamentals and the practical application of machine learning to address diverse challenges associated with these goals.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat You'll Learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eUnderstand the fundamental concepts of the UN SDGs, AI, and machine learning algorithms.\u003c\/li\u003e \u003cli\u003eEmploy the correct machine learning algorithms to address challenges on the United Nations Sustainable Development Goals (UN SDGs)?\u003c\/li\u003e \u003cli\u003eDevelop web-based machine learning applications for the UN SDGs using Javascript, and HTML.\u003c\/li\u003e \u003cli\u003eAnalyze the impact of a machine learning-based solution on a specific UN SDG.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eWho This Book Is For\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eData scientists, machine learning engineers, software professionals, researchers, and graduate students.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/18\/2024\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9798868805387\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 342\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.11lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.75d","brand":"Tulsi Pawan Fowdur,Lavesh Babooram","offers":[{"title":"Default Title","offer_id":52435581665461,"sku":"9798868805387","price":50.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/files\/img_e2625259-ba7a-429b-80ce-8344c3d02f4c.jpg?v=1776227300","url":"https:\/\/pastforward.org\/products\/ai-solutions-for-the-united-nations-sustainable-development-goals-un-sdgs-a-practical-approach-using-javascript-9798868805387","provider":"Past Forward","version":"1.0","type":"link"}