Machine learning using python / (Record no. 240862)

MARC details
000 -LEADER
fixed length control field 01405nam a22002417a 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260211162518.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 260210b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789370609167
040 ## - CATALOGING SOURCE
Transcribing agency AIMIT LIBRARY
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Edition number 2
Classification number 006.31
Item number PRAM
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Pradhan, Manaranjan.
9 (RLIN) 254213
245 ## - TITLE STATEMENT
Title Machine learning using python /
Statement of responsibility, etc. By Manaranjan Pradhan and U Dinesh Kumar.
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. New Delhi :
Name of publisher, distributor, etc. Wiley India Pvt Ltd ,
Date of publication, distribution, etc. 2025.
300 ## - PHYSICAL DESCRIPTION
Extent xxvi,439 p.;
Other physical details PB
Dimensions 24 cm.
500 ## - GENERAL NOTE
General note This book is written to provide a strong foundation in machine learning using Python libraries by providing real-life case studies and examples. It covers topics such as foundations of machine learning, introduction to Python, descriptive analytics and predictive analytics. Advanced machine learning concepts such as decision tree learning, random forest, boosting, recommended systems, and text analytics are covered. The book takes a balanced approach between theoretical understanding and practical applications. All the topics include real-world examples and provide step-by-step approach on how to explore, build, evaluate, and optimize machine learning models.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Exploratory data analysis
9 (RLIN) 254214
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Probability and statistics
9 (RLIN) 254215
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Regression
9 (RLIN) 254216
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Kumar, U Diinesh.
9 (RLIN) 254217
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book
Call number prefix 006.31 PRAM
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Date acquired Source of acquisition Cost, normal purchase price Inventory number Total Checkouts Full call number Barcode Date last seen Cost, replacement price Price effective from Koha item type
    Dewey Decimal Classification     MCA St Aloysius Institute of Management & Information Technology St Aloysius Institute of Management & Information Technology 02/03/2026 KL Book House 799.00 Bill.no:1288; Bill.dt:2026/01/23   006.31 PRAM MCA17370 05/23/2026 599.25 02/10/2026 Book