عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1783988363
(Number (ISBN
9781783988365
NATIONAL BIBLIOGRAPHY NUMBER
Number
b421812
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Mastering machine learning with scikit-learn :
General Material Designation
[Book]
Other Title Information
apply effective learning algorithms to real-world problems using scikit-learn /
First Statement of Responsibility
Gavin Hackeling.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
iv, 221 pages :
Other Physical Details
illustrations ;
Dimensions
24 cm.
SERIES
Series Title
Community experience distilled
GENERAL NOTES
Text of Note
Includes index.
CONTENTS NOTE
Text of Note
The fundamentals of machine learning -- Linear regression -- Feature extraction and preprocessing -- From linear regression to logistic regression -- Nonlinear classification and regression with decision trees -- Clustering with K-means -- Dimensionality reduction with PCA -- The perceptron -- From the perceptron to support vector machines -- From the perceptron to artificial neural networks.
0
TOPICAL NAME USED AS SUBJECT
Machine learning.
Python (Computer program language)
PERSONAL NAME - PRIMARY RESPONSIBILITY
Hackeling, Gavin
ORIGINATING SOURCE
Date of Transaction
20150511025335.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
