{"product_id":"machine-learning-and-clustering-for-a-sustainable-future-von-alma-yunuen-raya-tapia-francisco-javier-lopez-flores-cesar-ramirez-marquez-und-jose-maria-ponce-ortega","title":"Machine Learning and Clustering for a Sustainable Future","description":"\n                                \n                \u003cp\u003eThis book explores cutting-edge machine learning and clustering techniques to tackle critical challenges in engineering, environmental science, and sustainability. The book provides an in-depth examination of clustering methodologies, covering unsupervised and supervised techniques, data preprocessing, distance metrics, and cluster validation methods such as the elbow and silhouette techniques.\u003c\/p\u003e\n                                \n                \n                \u003cp\u003eReaders will find practical insights into applying these methods to real-world problems, including clustering greenhouse gas emissions, optimizing energy systems, and analyzing the energy-food nexus in the context of global crises. By integrating theoretical foundations with hands-on applications, this book serves as a valuable resource for researchers, engineers, and professionals seeking data-driven solutions for sustainability challenges.\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783032038753\"\u003e\u003ch3\u003eApplications in Engineering and Environmental Science\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783032038753","offer_id":55215133262149,"sku":"9783032038753","price":192.59,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/73461_94e1cf96-b8d1-4331-b31d-778cc65a883e.jpg?v=1785816641","url":"https:\/\/shop.autorenwelt.de\/products\/machine-learning-and-clustering-for-a-sustainable-future-von-alma-yunuen-raya-tapia-francisco-javier-lopez-flores-cesar-ramirez-marquez-und-jose-maria-ponce-ortega","provider":"Autorenwelt Shop","version":"1.0","type":"link"}