Machine learning pocket reference : working with structured data in Python / Matt Harrison.
Machine learning pocket reference : working with structured data in Python / Matt Harrison.
Machine learning pocket reference : working with structured data in Python / Matt Harrison.
About this item
Full title
Author / Creator
Publisher
North Sebastopol, CA : O'Reilly Media, Inc., 2019.
Alternative title
Call Numbers
G 2019/5754
Record Identifier
MMS ID
Language
English
Formats
Physical Description
Physical content
xiii, 303 pages : illustrations ; 18 cm
Content type
text
Media type
unmediated
Carrier type
volume
Contents
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 -- Explai...
Publication information
Publisher
North Sebastopol, CA : O'Reilly Media, Inc., 2019.
Edition
First edition.
Place of Publication
California
Date Published
2019.
Subjects
More information
Alternative Titles
Full title
Machine learning pocket reference : working with structured data in Python / Matt Harrison.
Authors, Artists and Contributors
Author / Creator
Notes
General note
Includes index.
Contextual Information
Date Copyright
©2019
Identifiers
Primary Identifiers
Call Numbers
G 2019/5754
Record Identifier
74VKa2kmyE7O
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/74VKa2kmyE7O
Other Identifiers
ISBN
1492047546 paperback
9781492047544 paperback
DDC
006.31
MMS ID
991024278119102626
