Hands-on artificial intelligence with Java for beginners :
نام عام مواد
[Book]
ساير اطلاعات عنواني
build intelligent apps using machine learning and deep learning with Deeplearning4j /
نام نخستين پديدآور
Nisheeth Joshi.
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Birmingham, UK :
نام ناشر، پخش کننده و غيره
Packt Publishing,
تاریخ نشرو بخش و غیره
2018.
مشخصات ظاهری
نام خاص و کميت اثر
1 online resource :
ساير جزييات
illustrations
یادداشتهای مربوط به مندرجات
متن يادداشت
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
متن يادداشت
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
متن يادداشت
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
متن يادداشت
Making predictions with semi-supervised machine learning modelsSummary; Other Books You May Enjoy; Index
بدون عنوان
0
بدون عنوان
8
بدون عنوان
8
بدون عنوان
8
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
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.
یادداشتهای مربوط به سفارشات
منبع سفارش / آدرس اشتراک
OverDrive, Inc.
منبع سفارش / آدرس اشتراک
Safari Books Online
شماره انبار
BE89EC76-21F5-4C13-B3F8-81A25C6C3BA1
شماره انبار
CL0500000995
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Hands-On Artificial Intelligence with Java for Beginners : Build Intelligent Apps Using Machine Learning and Deep Learning with Deeplearning4j.
شماره استاندارد بين المللي کتاب و موسيقي
9781789537550
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Artificial intelligence-- Computer programs.
موضوع مستند نشده
Java (Computer program language)
موضوع مستند نشده
Machine learning.
موضوع مستند نشده
Problem solving-- Computer programs.
موضوع مستند نشده
Artificial intelligence-- Computer programs.
موضوع مستند نشده
COMPUTERS-- Intelligence (AI) & Semantics.
موضوع مستند نشده
Java (Computer program language)
موضوع مستند نشده
Machine learning.
موضوع مستند نشده
Problem solving-- Computer programs.
مقوله موضوعی
موضوع مستند نشده
COM-- 004000
رده بندی ديویی
شماره
005
.
2762
ويراست
23
رده بندی کنگره
شماره رده
QA76
.
73
.
J38
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )