Probabilistic Data-Driven Modeling - Aste, Tomaso (University College London) - Books - Cambridge University Press - 9781009221856 - May 1, 2025
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Aste, Tomaso (University College London)
Probabilistic Data-Driven Modeling

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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.

420 pages, Worked examples or Exercises

Media Books     Hardcover Book   (Book with hard spine and cover)
Released May 1, 2025
ISBN13 9781009221856
Publishers Cambridge University Press
Pages 452
Dimensions 186 × 260 × 32 mm   ·   1.01 kg
Language English  

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