Machine learning for Beginners: (Record no. 611504)

MARC details
000 -LEADER
fixed length control field 01148nam a22001817a 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789389845426
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Item number BHA.M
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Bhasin, Harsh
245 ## - TITLE STATEMENT
Title Machine learning for Beginners:
Remainder of title Learn to build learning systems using Python
250 ## - EDITION STATEMENT
Edition statement 1 Ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. New Delhi:
Name of publisher, distributor, etc. BPB Publication:
Date of publication, distribution, etc. 2020.
300 ## - PHYSICAL DESCRIPTION
Extent i-xvii+244p.
500 ## - GENERAL NOTE
General note This books covers important concepts and topics in ML. This book coveres algorithms and implementations of the most common features selection techniques. It begins with Data cleansing and presents an overview of feature selection.
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note An Introduction to ML<br/>Preprocessing and feature selection<br/>Regression<br/>Classification<br/>Neural Network I-The perception<br/>Neural Network II-The Multi layer perception<br/>Support vector machine<br/>Decision trees<br/>Clustering<br/>Feature extraction
520 ## - SUMMARY, ETC.
Summary, etc. Towards the end, the book gives a brief overview of unsupervised learning. Various feature extraction techniques, such as fourier transform, STFT, and local Binary patterns are covered.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Classification algorithms- Machine Learning- Mathematical Modelling
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Book
Holdings
Withdrawn status Lost status Damaged status Not for loan Home library Current library Shelving location Date acquired Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
        School of Distance Education, University of Kerala, Kariavattom Campus School of Distance Education, University of Kerala, Kariavattom Campus General Stacks 04/02/2021 499.00   006.31 BHA.M SDE28883 30/09/2021 30/09/2021 Book