Hands-On Artificial Intelligence with Java for Beginners: Build intelligent apps using machine learning and deep learning with Deeplearning4j

by Nisheeth Joshi

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Build, train, and deploy intelligent applications using Java libraries

Key Features
  • Leverage the power of Java libraries to build smart applications
  • Build and train deep learning models for implementing artificial intelligence
  • Learn various algorithms to automate complex tasks
Book Description

Artificial intelligence (AI) is increasingly in demand as well as relevant in the modern world, where everything is driven by technology and data. AI can be used for automating systems or processes to carry out complex tasks and functions in order to achieve optimal performance and productivity.

Hands-On Artificial Intelligence with Java for Beginners begins by introducing you to AI concepts and algorithms. You will learn about various Java-based libraries and frameworks that can be used in implementing AI to build smart applications.

In addition to this, the book teaches you how to implement easy to complex AI tasks, such as genetic programming, heuristic searches, reinforcement learning, neural networks, and segmentation, all with a practical approach.

By the end of this book, you will not only have a solid grasp of AI concepts, but you'll also be able to build your own smart applications for multiple domains.

What you will learn
  • Leverage different Java packages and tools such as Weka, RapidMiner, and Deeplearning4j, among others
  • Build machine learning models using supervised and unsupervised machine learning techniques
  • Implement different deep learning algorithms in Deeplearning4j and build applications based on them
  • Study the basics of heuristic searching and genetic programming
  • Differentiate between syntactic and semantic similarity among texts
  • Perform sentiment analysis for effective decision making with LingPipe
Who this book is for

Hands-On Artificial Intelligence with Java for Beginners is for Java developers who want to learn the fundamentals of artificial intelligence and extend their programming knowledge to build smarter applications.

  • ISBN10 1789531020
  • ISBN13 9781789531022
  • Publish Date 31 August 2018
  • Publish Status Active
  • Publish Country GB
  • Imprint Packt Publishing Limited