Use of java as AI programming language

Artificial Intelligence (AI) has brought transformation into business operations across industries. It has become an integral part of our daily lives today. We can provide many use cases where AI simplifies the process workflow, from autopilots for self-driving cars to using robots to handle warehouse jobs, implementation of chatbots in customer care portals, and more.

The AI technology implications for business processes in various sectors are enormous. That is why the need for skilled, reliable partners to build AI-based applications is skyrocketing in recent years. However, to get a user-friendly, innovative, cost-effective solution within the timeframe, you must choose the right programming language.

It is challenging to determine the best programming language for AI because the app development process relies on the desired functional requirements, usage, and many other factors. In this I highlight the one of the top AI programming language. It is along with " why Java is the best among them ".

                                               

About Java

 This multi-paradigm language also follows the object-oriented programming principles. Java is simple to use and debug. Its Write Once, Run Anywhere (WORA) model allows you to run the code on different platforms without recompilation. Apart from building enterprise-grade applications, Java is ideal for projects based on neural networks, search algorithms, and genetic programming.

Benefits of Using Java as AI Programming Language

 

• It is cross-platform, which means you can develop large-scale applications targeted to different platforms such as Windows, Linux, Android, iOS, and more efficiently.
• Has in-built garbage collector that deletes useless data automatically
• The Swing , Spring Boot , AWT , SWT (Standard Widget Toolkit) , JavaFX some of this frameworks helps you create excellent, user-friendly app interfaces and graphics.
• Java Has extensive community support to solve issues or queries at any time
• Multiple free tutorials are available online to know how to utilize the capabilities of Java as a programming language.

 

Some useful Java tools for AI, machine learning 

- TensorFlow

TensorFlow supports Java with an API. Though it is not as feature-rich as other fully supported languages like TensorFlow Python API, it is being improved rapidly. You can also check TensorFlow – Java’s GitHub repository to know more about its usage and support.

- Neuroph

It is a Java-based, object-oriented neural network framework. This open-source platform offers a Java class library and Neuroph GUI to help create artificial neural nets quickly & efficiently.

- Deep Java Library

Developed by Amazon, this Java-focused development tool facilitates creating and deploying deep learning abilities into the system.

- OpenNLP

It is a machine learning toolkit by Apache for natural language processing. You can find the API documentation on the official website to understand its usage and functioning.

- Java Machine Learning (ML) Library

An open-source Java framework that offers various ML algorithms to build smart applications in less time.

Real world java based AI projects

• Robocode
  It is a Java-based artificial intelligence application that helps students and Java developers grow their Java programming skills. Here, they can create a robot that looks like a tank to move around and destroy other tanks. By creating a simple robot code and implementing behavior strategy, you can build ideas for leveraging the programming intelligence to create engaging apps.
• Weka
  Written in Java, WEKA is open-source software. It provides various tools for data pre-processing, implementing ML algorithms, and visualization to solve real-world data mining problems.
• Joone (Java Object Oriented Neural Engine)
  This neural network framework helps users build new modules to implement new architectures or algorithms for creating different types of AI applications. 

Conclusion

I hope this blog helped you understand why Java  programming language is also been used by businesses and developers to create AI applications. Thank you for reading this blog !!!!!!