LEADER 04841nam 22006975 450 001 9910917787303321 005 20251113191536.0 010 $a9798868805363 024 7 $a10.1007/979-8-8688-0536-3 035 $a(CKB)37037348700041 035 $a(MiAaPQ)EBC31849660 035 $a(Au-PeEL)EBL31849660 035 $a(DE-He213)979-8-8688-0536-3 035 $a(CaSebORM)9798868805363 035 $a(OCoLC)1481596214 035 $a(OCoLC-P)1481596214 035 $a(EXLCZ)9937037348700041 100 $a20241218d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAI Solutions for the United Nations Sustainable Development Goals (UN SDGs) $eA Practical Approach Using JavaScript /$fby Tulsi Pawan Fowdur, Lavesh Babooram 205 $a1st ed. 2024. 210 1$aBerkeley, CA :$cApress :$cImprint: Apress,$d2024. 215 $a1 online resource (355 pages) 311 08$a9798868805356 311 08$a9798868805387 327 $aChapter 1: Introduction to Machine Learning Applications Development and the UN SDGs -- Chapter 2: Utilizing Machine Learning Algorithms for Power generation prediction and classification in Wind Farms -- Chapter 3: Crop Recommendation System Using Machine Learning Algorithms for achieving SDGs 2, 9, and 12 -- Chapter 4: Aligning Manufacturing Emissions with SDGs 9 and 13 Using Machine Learning Algorithms -- Chapter 5: Water Potability Testing Using Machine Learning -- Applying Machine Learning for Air Quality Monitoring Targeting SDG 3 and 13 -- Chapter 7: Clustering the Development of Worldwide Internet Connectivity with Unsupervised Learning for SDGs 7, 9, and 11. 330 $aLearn 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. The 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. Detailed 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. By 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. You will: Understand the fundamental concepts of the UN SDGs, AI, and machine learning algorithms. Employ the correct machine learning algorithms to address challenges on the United Nations Sustainable Development Goals (UN SDGs)? Develop web-based machine learning applications for the UN SDGs using Javascript, and HTML. Analyze the impact of a machine learning-based solution on a specific UN SDG. . 606 $aArtificial intelligence 606 $aJava (Computer program language) 606 $aProgramming languages (Electronic computers) 606 $aArtificial Intelligence 606 $aJava 606 $aProgramming Language 615 0$aArtificial intelligence. 615 0$aJava (Computer program language) 615 0$aProgramming languages (Electronic computers) 615 14$aArtificial Intelligence. 615 24$aJava. 615 24$aProgramming Language. 676 $a006.3 700 $aFowdur$b Tulsi Pawan$01769543 701 $aBabooram$b Lavesh$01769544 701 $aLalitesh$b Dobee$01780054 701 $aAshven$b Sanghan$01780055 701 $aGyaneeta$b Luchmunparsad$01780056 701 $aAdnaan$b Kurmally Mohammad$01780057 701 $aAvishaye$b Domah$01780058 701 $aDheeraj$b Radjoo$01780059 701 $aVandana$b Hanumunthadu$01780060 701 $aMaadhavee$b Mohadeb Sai$01780061 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910917787303321 996 $aAI Solutions for the United Nations Sustainable Development Goals (un SDGs)$94303698 997 $aUNINA