عنوان
پدید آورنده
موضوع
رده
QA76.73.J38
QA76
.
73
.
J38
کتابخانه
محل استقرار
1789531020
9781789531022
178953755X
9781789537550
Hands-on artificial intelligence with Java for beginners :
[Book]
build intelligent apps using machine learning and deep learning with Deeplearning4j /
Nisheeth Joshi.
Birmingham, UK :
Packt Publishing,
2018.
1 online resource :
illustrations
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
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
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
Making predictions with semi-supervised machine learning modelsSummary; Other Books You May Enjoy; Index
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8
8
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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.
OverDrive, Inc.
Safari Books Online
BE89EC76-21F5-4C13-B3F8-81A25C6C3BA1
CL0500000995
Hands-On Artificial Intelligence with Java for Beginners : Build Intelligent Apps Using Machine Learning and Deep Learning with Deeplearning4j.
9781789537550
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.
COM-- 004000
005
.
2762
23
QA76
.
73
.
J38
Joshi, Nisheeth
20200823060714.0
pn
مطالعه متن کتاب [Book]
Y
