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Hands-On Artificial Intelligence with Java for Beginners

You're reading from   Hands-On Artificial Intelligence with Java for Beginners Build intelligent apps using machine learning and deep learning with Deeplearning4j

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Product type Paperback
Published in Aug 2018
Publisher Packt
ISBN-13 9781789537550
Length 144 pages
Edition 1st Edition
Languages
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Author (1):
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Nisheeth Joshi Nisheeth Joshi
Author Profile Icon Nisheeth Joshi
Nisheeth Joshi
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Table of Contents (9) Chapters Close

Preface 1. Introduction to Artificial Intelligence and Java 2. Exploring Search Algorithms FREE CHAPTER 3. AI Games and the Rule-Based System 4. Interfacing with Weka 5. Handling Attributes 6. Supervised Learning 7. Semi-Supervised and Unsupervised Learning 8. Other Books You May Enjoy

Semi-Supervised and Unsupervised Learning

In this chapter, we'll look at how to build and evaluate an unsupervised model. We'll also look at semi-supervised learning, the difference between unsupervised and semi-supervised learning, how to build a semi-supervised model, and how to make predictions using a semi-supervised model.

In this chapter, we'll cover the following topics:

  • Working with k-means clustering
  • Evaluating a clustering model
  • Distance matrix formation using cosine similarity
  • The difference between unsupervised and semi-supervised learning
  • Self-training and co-training machine learning models
  • Making predictions with semi-supervised machine learning models
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