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| Book | PUBDB-2026-01976 |
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2026
Springer Nature Switzerland
Cham
ISBN: 9783032208545
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Please use a persistent id in citations: doi:10.1007/978-3-032-20855-2
Abstract: 1 Matrix -- 2 Linear Regression -- 3 Regularization -- 4 Nonlinear Regression -- 5 Shallow Neural Network -- 6 Deep Neural Network -- 7 Batch Normalization -- 8 Support Vector Machine -- 9 Gradient Methods -- 10 Dimensionality Reduction -- A Related Topics -- B Hints to Selected Exercise Problems -- Index
Keyword(s): Machine learning (LCSH) ; Mathematical statistics (LCSH) ; Mathematics (LCSH)
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