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 - 9783031465673 - 2025. 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


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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.

Mediji Grāmatas     Paperback Book   (Grāmata ar mīksto vāku un līmēto muguru)
Izlaists 2025. gada 9. maijs
ISBN13 9783031465673
Izdevēji Springer International Publishing AG
Lapas 618
Izmēri 150 × 220 × 10 mm   ·   961 g
Valoda Vācu  

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