Machine learning: algorithms and applications (Record no. 212039)

000 -LEADER
fixed length control field aam a22 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190502b 2017 ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781498705387
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312
Item number M6M2
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Mohammed, Mohssen
9 (RLIN) 379392
245 ## - TITLE STATEMENT
Title Machine learning: algorithms and applications
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc CRC Press
Date of publication, distribution, etc 2017
Place of publication, distribution, etc Florida
300 ## - PHYSICAL DESCRIPTION
Extent xxii, 204p.
Other physical details With index
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc CONTENTS

Introduction
1 Introduction to Machine Learning

SECTION I: SUPERVISED LEARNING ALGORITHMS
2 Decision Trees
3 Rule-Based Classifiers
4 Naïve Bayesian Classification
5 The k-Nearest Neighbors Classifiers
6 Neural Networks
7 Linear Discriminant Analysis
8 Support Vector Machine

SECTION II: UNSUPERVISED LEARNING ALGORITHMS
9 k-Means Clustering
10 Gaussian Mixture Model
11 Hidden Markov Model
12 Principal Component Analysis

Appendix I: Transcript of Conversations with Chatbot
Appendix II: Creative Chatbot
520 ## - SUMMARY, ETC.
Summary, etc Machine learning, one of the top emerging sciences, has an extremely broad range of applications. However, many books on the subject provide only a theoretical approach, making it difficult for a newcomer to grasp the subject material. This book provides a more practical approach by explaining the concepts of machine learning algorithms and describing the areas of application for each algorithm, using simple practical examples to demonstrate each algorithm and showing how different issues related to these algorithms are applied.

https://www.crcpress.com/Machine-Learning-Algorithms-and-Applications/Mohammed-Khan-Bashier/p/book/9781498705387
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning
9 (RLIN) 379393
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer algorithms
9 (RLIN) 379394
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning - Mathematical models
9 (RLIN) 379395
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Khan, Muhammad Badruddin
Relator term Co author
9 (RLIN) 379396
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Bashier, Eihab Bashier Mohammed
Relator term Co author
9 (RLIN) 379397
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Item location Total Checkouts Full call number Barcode Checked out Date last seen Date last borrowed Cost, replacement price Koha item type
          Non-fiction Vikram Sarabhai Library Vikram Sarabhai Library General Stacks 2019-05-02 12 4.00 Slot 104 (0 Floor, West Wing) 1 006.312 M6M2 199293 2019-10-15 2019-06-17 2019-06-17 5830.64 Books

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