Format:
1 Online-Ressource (xiii, 303 Seiten)
,
Illustrationen
Edition:
First edition
ISBN:
9781492047544
,
1492047546
,
9781492047513
Note:
Includes index
,
Introduction -- Overview of the machine learning process -- Classification walkthrough : titanic dataset -- Missing data -- Cleaning data -- Exploring -- Preprocess data -- Feature selection -- Imbalanced classes -- Classification -- Model selection -- Metrics and classification evaluation -- Explaining models -- Regression -- Metrics and regression evaluation -- Explaining regression models -- Dimensionality reduction -- Clustering -- Pipelines
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 1492047546
Language:
English
Subjects:
Computer Science
Keywords:
Maschinelles Lernen
;
Python
Author information:
Harrison, Matt 1975-
