Materials Data Science: Introduction to Data Mining, Machine Learning, and Data-Driven Predictions for Materials Science and Engineering - The Materials Research Society Series - Stefan Sandfeld - Grāmatas - Springer International Publishing AG - 9783031465642 - 2024. gada 9. maijs
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Materials Data Science: Introduction to Data Mining, Machine Learning, and Data-Driven Predictions for Materials Science and Engineering - The Materials Research Society Series 2024 edition


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This text covers all of the data science, machine learning, and deep learning topics relevant to materials science and engineering, accompanied by numerous examples and applications. The section on unsupervised learning emphasizes principal component analysis, and also covers manifold learning (t-SNE and UMAP) and clustering techniques.


400 pages, 200 Tables, color; 200 Illustrations, color; V, 400 p. 200 illus. in color.

Mediji Grāmatas     Hardcover Book   (Grāmata ar cieto muguriņu un vāku)
Izlaists 2024. gada 9. maijs
ISBN13 9783031465642
Izdevēji Springer International Publishing AG
Lapas 618
Izmēri 243 × 161 × 37 mm   ·   1,18 kg
Valoda Vācu  

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