Hands-On Artificial Intelligence with Java for Beginners: Build intelligent apps using machine learning and deep learning with Deeplearning4j
Authors: Nisheeth Joshi
ISBN-10: 178953755X
ISBN-13: 9781789537550
Publication Date 出版日期: 2018-08-31
Print Length 页数: 144 pages
Book Description
By finelybook
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.
Contents
1: INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND JAVA
2: EXPLORING SEARCH ALGORITHMS
3: AI GAMES AND THE RULE-BASED SYSTEM
4: INTERFACING WITH WEKA
5: HANDLING ATTRIBUTES
6: SUPERVISED LEARNING
7: SEMI-SUPERVISED AND UNSUPERVISED LEARNING
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
Authors
Nisheeth Joshi
Nisheeth Joshi is an associate professor and a researcher at Banasthali University. He has also done a PhD in Natural Language Processing. He is an expert with the TDIL Program,Department of IT,Government of India,the premier organization overseeing language technology funding and research in India. He has several publications to his name in various journals and conferences,and also serves on the program committees and editorial boards of several conferences and journals.
