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Hands-on artificial intelligence with Java for beginners : build intelligent apps using machine learning and deep learning with Deeplearning4j /
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.
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Birmingham, UK :
Packt Publishing,
2018.
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 100 | 1 | |a Joshi, Nisheeth, |e author. | |
| 245 | 1 | 0 | |a Hands-on artificial intelligence with Java for beginners : |b build intelligent apps using machine learning and deep learning with Deeplearning4j / |c Nisheeth Joshi. |
| 264 | 1 | |a Birmingham, UK : |b Packt Publishing, |c 2018. | |
| 300 | |a 1 online resource : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 588 | 0 | |a Online resource; title from title page (Safari, viewed October 2, 2018). | |
| 505 | 0 | |a 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 | |
| 505 | 8 | |a 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 | |
| 505 | 8 | |a 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 | |
| 505 | 8 | |a Making predictions with semi-supervised machine learning modelsSummary; Other Books You May Enjoy; Index | |
| 520 | |a 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. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Java (Computer program language) | |
| 650 | 0 | |a Artificial intelligence |x Computer programs. | |
| 650 | 0 | |a Machine learning. | |
| 650 | 0 | |a Problem solving |x Computer programs. | |
| 650 | 6 | |a Java (Langage de programmation) | |
| 650 | 6 | |a Intelligence artificielle |x Logiciels. | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 6 | |a Résolution de problème |x Logiciels. | |
| 650 | 7 | |a COMPUTERS |x Intelligence (AI) & Semantics. |2 bisacsh | |
| 650 | 7 | |a Artificial intelligence |x Computer programs. |2 fast |0 (OCoLC)fst00817252 | |
| 650 | 7 | |a Java (Computer program language) |2 fast |0 (OCoLC)fst00982065 | |
| 650 | 7 | |a Machine learning. |2 fast |0 (OCoLC)fst01004795 | |
| 650 | 7 | |a Problem solving |x Computer programs. |2 fast |0 (OCoLC)fst01077894 | |
| 776 | 0 | 8 | |i Print version: |a Joshi, Nisheeth. |t Hands-On Artificial Intelligence with Java for Beginners : Build Intelligent Apps Using Machine Learning and Deep Learning with Deeplearning4j. |d Birmingham : Packt Publishing Ltd, ©2018 |z 9781789537550 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781789537550/?ar |z Texto completo (Requiere registro previo con correo institucional) |
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