Aste Tomaso (University College London)
Aste Tomaso (University College London) - Probabilistic Data - Driven Modeling - Hardcover
Aste Tomaso (University College London) - Probabilistic Data - Driven Modeling - Hardcover
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Binding: Hardcover
Description: This book introduces a powerful selection of methodologies and approaches for constructing models from data from various domains from statistics to complexity science. This book uses the estimation of multivariate probabilities as a frame of reference for the entire domain from linear regressions to deep learning neural networks.
Title: Probabilistic Data - Driven Modeling
Author(s): Aste Tomaso (University College London)
Publisher: Cambridge University Press
Barcode: 9781009221856
Pages: 420 Pages, Worked Examples Or Exercises
Publication Date: 7/10/2025
Category: Pattern Recognition
Description: This book introduces a powerful selection of methodologies and approaches for constructing models from data from various domains from statistics to complexity science. This book uses the estimation of multivariate probabilities as a frame of reference for the entire domain from linear regressions to deep learning neural networks.
Title: Probabilistic Data - Driven Modeling
Author(s): Aste Tomaso (University College London)
Publisher: Cambridge University Press
Barcode: 9781009221856
Pages: 420 Pages, Worked Examples Or Exercises
Publication Date: 7/10/2025
Category: Pattern Recognition
