عنوان
پدید آورنده
موضوع
رده
QA76.73.J38
QA76
.
73
.
J38
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1789531020
(Number (ISBN
9781789531022
Erroneous ISBN
178953755X
Erroneous ISBN
9781789537550
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Hands-on artificial intelligence with Java for beginners :
General Material Designation
[Book]
Other Title Information
build intelligent apps using machine learning and deep learning with Deeplearning4j /
First Statement of Responsibility
Nisheeth Joshi.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Birmingham, UK :
Name of Publisher, Distributor, etc.
Packt Publishing,
Date of Publication, Distribution, etc.
2018.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource :
Other Physical Details
illustrations
CONTENTS NOTE
Text of Note
Cover; Title Page; Copyright and Credits; Packt Upsell; Contributors; Table of Contents; Preface; Chapter 1: Introduction to Artificial Intelligence and Java; What is machine learning?; Differences between classification and regression; Installing JDK and JRE; Setting up the NetBeans IDE; Importing Java libraries and exporting code in projects as a JAR file; Summary; Chapter 2: Exploring Search Algorithms; An introduction to searching; Implementing Dijkstra's search; Understanding the notion of heuristics; A brief introduction to the A* algorithm; Implementing an A* algorithm; Summary
Text of Note
Chapter 3: AI Games and the Rule-Based SystemIntroducing the min-max algorithm; Implementing an example min-max algorithm; Installing Prolog; An introduction to rule-based systems with Prolog; Setting up Prolog with Java; Executing Prolog queries using Java; Summary; Chapter 4: Interfacing with Weka; An introduction to Weka; Installing and interfacing with Weka; Calling the Weka environment into Java; Reading and writing datasets; Converting datasets; Converting an ARFF file to a CSV file; Converting a CSV file to an ARFF file; Summary; Chapter 5: Handling Attributes; Filtering attributes
Text of Note
Discretizing attributesAttribute selection; Summary; Chapter 6: Supervised Learning; Developing a classifier; Model evaluation; Making predictions; Loading and saving models; Summary; Chapter 7: Semi-Supervised and Unsupervised Learning; Working with k-means clustering; Evaluating a clustering model; An introduction to semi-supervised learning; The difference between unsupervised and semi-supervised learning; Self-training and co-training machine learning models; Downloading a semi-supervised package; Creating a classifier for semi-supervised models
Text of Note
Making predictions with semi-supervised machine learning modelsSummary; Other Books You May Enjoy; Index
0
8
8
8
SUMMARY OR ABSTRACT
Text of Note
This book will introduce the AI algorithms to the beginners and will take on implementing AI tasks using various Java-based libraries. It will take a practical approach to get you up and running with building smarter applications using Java programming knowledge.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
OverDrive, Inc.
Source for Acquisition/Subscription Address
Safari Books Online
Stock Number
BE89EC76-21F5-4C13-B3F8-81A25C6C3BA1
Stock Number
CL0500000995
OTHER EDITION IN ANOTHER MEDIUM
Title
Hands-On Artificial Intelligence with Java for Beginners : Build Intelligent Apps Using Machine Learning and Deep Learning with Deeplearning4j.
International Standard Book Number
9781789537550
TOPICAL NAME USED AS SUBJECT
Artificial intelligence-- Computer programs.
Java (Computer program language)
Machine learning.
Problem solving-- Computer programs.
Artificial intelligence-- Computer programs.
COMPUTERS-- Intelligence (AI) & Semantics.
Java (Computer program language)
Machine learning.
Problem solving-- Computer programs.
(SUBJECT CATEGORY (Provisional
COM-- 004000
DEWEY DECIMAL CLASSIFICATION
Number
005
.
2762
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
73
.
J38
PERSONAL NAME - PRIMARY RESPONSIBILITY
Joshi, Nisheeth
ORIGINATING SOURCE
Date of Transaction
20200823060714.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
