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Learning Apache Mahout Classification

By Ashish Gupta
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  1. Free Chapter
    Classification in Data Analysis
About this book

This book is a practical guide that explains the classification algorithms provided in Apache Mahout with the help of actual examples. Starting with the introduction of classification and model evaluation techniques, we will explore Apache Mahout and learn why it is a good choice for classification.

Next, you will learn about different classification algorithms and models such as the Naïve Bayes algorithm, the Hidden Markov Model, and so on.

Finally, along with the examples that assist you in the creation of models, this book helps you to build a mail classification system that can be produced as soon as it is developed. After reading this book, you will be able to understand the concept of classification and the various algorithms along with the art of building your own classifiers.

Publication date:
February 2015
Publisher
Packt
Pages
130
ISBN
9781783554959

About the Author
  • Ashish Gupta

    Ashish Gupta has been working in the field of software development for the last 10 years. He has worked in companies such as SAP Labs and Caterpillar as a software developer. While working for a start-up predicting potential customers for new fashion apparels using social media, he developed an interest in the field of machine learning. Since then, he has worked on big data technologies and machine learning for different industries, including retail, finance, insurance, and so on. He is passionate about learning new technologies and sharing that knowledge with others. He is the author of the book, Learning Apache Mahout Classification, Packt Publishing. He has organized many boot camps for Apache Mahout and the Hadoop ecosystem.

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Learning Apache Mahout Classification
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