{"product_id":"materials-data-science-springer-international-publishing-ag-9783031465642-introduction-to-data-mining-machine-learning-and-data-driven-predictions-for-materials-science-and-engineering-stefan-sandfeld","title":"Materials Data Science","description":"\u003cp\u003eDiscover the cutting-edge world of \u003cstrong\u003eMaterials Data Science\u003c\/strong\u003e by \u003cstrong\u003eStefan Sandfeld\u003c\/strong\u003e, published by \u003cstrong\u003eSpringer International Publishing AG\u003c\/strong\u003e in 2024. This comprehensive hardback edition spans an impressive \u003cstrong\u003e618 pages\u003c\/strong\u003e and serves as an essential resource for anyone interested in the intersection of data science and materials engineering.\u003c\/p\u003e \n\n\u003cp\u003eThis insightful text delves into critical topics such as data science, machine learning, and deep learning, tailored specifically for the materials science field. With numerous practical examples and applications, readers will gain a solid understanding of how these advanced techniques can be applied to real-world challenges. The section on unsupervised learning highlights principal component analysis and explores advanced methods like manifold learning (t-SNE and UMAP) and various clustering techniques.\u003c\/p\u003e \n\n\u003cp\u003eWhether you are a student, researcher, or industry professional, \u003cstrong\u003eMaterials Data Science\u003c\/strong\u003e is a must-have addition to your library, equipping you with the knowledge to leverage data science in materials innovation.\u003c\/p\u003e","brand":"Stefan Sandfeld","offers":[{"title":"Default Title","offer_id":52268940263766,"sku":"9783031465642","price":96.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0886\/3206\/6390\/files\/9783031465642.jpg?v=1767802294","url":"https:\/\/www.bookshop.lt\/products\/materials-data-science-springer-international-publishing-ag-9783031465642-introduction-to-data-mining-machine-learning-and-data-driven-predictions-for-materials-science-and-engineering-stefan-sandfeld","provider":"Bookshop","version":"1.0","type":"link"}