Neural Network Programming with Java
Vast quantities of data are produced every second. In this context, neural networks become a powerful technique to extract useful knowledge from large amounts of raw, seemingly unrelated data. One of the most preferred languages for neural network programming is Java as it is easier to write code using it, and most of the most popular neural network packages around already exist for Java. This makes it a versatile programming language for neural networks. This book gives you a complete walkthrough of the process of developing basic to advanced practical examples based on neural networks with Java. You will first learn the basics of neural networks and their process of learning. We then focus on what Perceptrons are and their features. Next, you will implement self-organizing maps using the concepts you've learned. Furthermore, you will learn about some of the applications that are presented in this book such as weather forecasting, disease diagnosis, customer profiling, and characters recognition (OCR). Finally, you will learn methods to optimize and adapt neural networks in real time. All the examples generated in the book are provided in the form of illustrative source code, which merges object-oriented programming (OOP) concepts and neural network features to enhance your learning experience.
Download free tutorial in PDF (244 pages) created by Alan M.F. Souza .
| Pages : | 244 |
| Size : | |
| File type : | |
| Downloads: | 149 |
| Created: | 2021-05-15 |
| License: | Free |
| Author(s): | Alan M.F. Souza |
Warning: Trying to access array offset on false in /home/tutovnfz/public_html/article.php on line 233
Others Java Tutorials
Others related eBooks about Neural Network Programming with Java
Learning C++Download free course Learning C++, pdf file on 897 pages by Stack Overflow Community....
Think Python: An Introduction to Software DesignPython for Software Design is a concise introduction to software design using the Python programming language. Intended for people with no programming experience, this book starts with the most basic concepts and gradually adds new material. Some of the ideas students find most challenging, like r...
Introduction to Visual Studio and C#In this PDF Tutorial we will use Visual Studio and C#. C# is the programming language, while Visual Studio is the development environment....
Machine Learning YearningDownload free course Machine Learning Yearning, pdf file on 118 pages by Andrew Ng....
C Programming Notes for ProfessionalsDownload free course C Programming Notes for Professionals, pdf file on 341 pages by Stack Overflow Community....
Learning Python MatplotlibDownload free course Learning Python Matplotlib, pdf file on 97 pages by Stack Overflow Community....
Visual Basic .NET Notes for ProfessionalsDownload free course Visual Basic .NET Notes for Professionals, pdf file on 148 pages by Stack Overflow Community....
Microservices Best Practices for JavaDownload free course Microservices Best Practices for Java, pdf file on 134 pages by Michael Hofmann, Erin Schnabel, Katherine Stanley....
Getting started with MongoDBMongoDB is a document-oriented NoSQL database. As we will see, the whole system revolves around this document management, including the query language, which makes it its strong point. We are going to tackle now the setting up of a Mongo server and how to integrate your data in this environment....
DevOps for Digital LeadersLearn to design, implement, measure, and improve DevOps programs that are tailored to your..., download free DevOps tutorial in PDF (173 pages) created by Kieran Taylor ....