DATA SCIENCE THROUGH PYTHON: PREDICTIVE MODELS WITH SCIKIT LEARN (ePub)
(Sprache: Englisch)
The concept of Data Science is very extensive, but in a very general way it could be said that its purpose is to extract the knowledge immersed in large data sets. Data Science needs New Information Technologies (Computer Science/IT), Mathematics and...
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Produktinformationen zu „DATA SCIENCE THROUGH PYTHON: PREDICTIVE MODELS WITH SCIKIT LEARN (ePub)“
The concept of Data Science is very extensive, but in a very general way it could be said that its purpose is to extract the knowledge immersed in large data sets. Data Science needs New Information Technologies (Computer Science/IT), Mathematics and Statistics and Business Knowledge. This book deals with the Data Analysis, Interpretation and Data Validation phases of Data Science, delving into predictive modeling techniques through models related to supervised machine learning. The study of the family of regression models is deepened through its phases of identification, estimation and diagnosis. Subsequently, predictive classification models are addressed, among which logit models, probit models, counting models, generalized linear models, discriminant analysis models, decision tree models and neural network models stand out. All these techniques will be illustrated with significant examples that will be solved using the Python software.
Bibliographische Angaben
- Autor: César Pérez López
- 2022, Englisch
- Verlag: Lulu.com
- ISBN-10: 147103061X
- ISBN-13: 9781471030611
- Erscheinungsdatum: 11.10.2022
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
eBook Informationen
- Dateiformat: ePub
- Größe: 14 MB
- Ohne Kopierschutz
Sprache:
Englisch
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