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Author
Publisher
dpunkt
Pub. Date
2024.
Edition
1. Auflage
Physical Desc
1 online resource (336 pages) : illustrations
Language
Deutsch
Description
Um als Data Scientist erfolgreich zu sein, müssen Sie über ein solides mathematisches Grundwissen verfügen. Dieses Buch bietet einen leicht verständlichen Überblick über die Mathematik, die Sie in der Data Science benötigen. Thomas Nield führt Sie Schritt für Schritt durch Bereiche wie Infinitesimalrechnung, Wahrscheinlichkeit, lineare Algebra, Statistik und Hypothesentests und zeigt Ihnen, wie diese Mathe-Basics beispielsweise in...
Author
Publisher
O'Reilly Media, Inc
Pub. Date
2023.
Edition
First edition.
Physical Desc
1 online resource (xv, 247 pages) : illustrations (chiefly color)
Language
English
Description
Whether based on academic theories or discovered empirically by humans and machines, all financial models are at the mercy of modeling errors that can be mitigated but not eliminated. Probabilistic ML technologies are based on a simple and intuitive definition of probability and the rigorous calculus of probability theory. Unlike conventional AI systems, probabilistic machine learning (ML) systems treat errors and uncertainties as features, not bugs....
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