Materials Data Science
portes grátis
Materials Data Science
Introduction to Data Mining, Machine Learning, and Data-Driven Predictions for Materials Science and Engineering
Sandfeld, Stefan
Springer International Publishing AG
05/2024
618
Dura
Inglês
9783031465642
15 a 20 dias
Descrição não disponível.
Introduction to Data, Data Mining, and Prediction in Materials Science.- A Primer on Probabilities, Distributions and Statistics.- Introduction to Statistical Machine Learning.- Artificial Neural Networks and Deep Learning.- Advanced Topics of Machine Learning and Data Mining in Materials Science and Engineering.- Conclusion Outlook.- Appendix.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Data mining;data science;data-driven;machine learning;deep learning;supervised learning;unsupervised learning;regression;classification;cross validation;feature engineering;convolutional neural network;RNN;summary statistics;explorative data analysis;data transformation;outlier detection;anomalie detection
Introduction to Data, Data Mining, and Prediction in Materials Science.- A Primer on Probabilities, Distributions and Statistics.- Introduction to Statistical Machine Learning.- Artificial Neural Networks and Deep Learning.- Advanced Topics of Machine Learning and Data Mining in Materials Science and Engineering.- Conclusion Outlook.- Appendix.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Data mining;data science;data-driven;machine learning;deep learning;supervised learning;unsupervised learning;regression;classification;cross validation;feature engineering;convolutional neural network;RNN;summary statistics;explorative data analysis;data transformation;outlier detection;anomalie detection
