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Probabilistic Data-Driven Modeling Aste, Tomaso (University College London)
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Probabilistic Data-Driven Modeling
Aste, Tomaso (University College London)
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
| Medij | Knjige Hardcover Book (Knjiga s trdim hrbtom in platnicami) |
| Izdano | 1. maja 2025 |
| ISBN13 | 9781009221856 |
| Založniki | Cambridge University Press |
| Strani | 452 |
| Dimenzije | 186 × 260 × 32 mm · 1,01 kg |
| Jezik | Angleščina |
