Mahout in action is a handson introduction to machine learning with apache mahout. Books tutorials and talks apache mahout apache software. As you may have guessed from the title, this book is about putting a particular tool, apache mahout, to effective use in real life. Apache mahout is an official apache project and thus available from any of the apache mirrors. In the past, many of the implementations use the apache hadoop platform, however today it is primarily focused on apache spark. All the content and graphics published in this ebook are the property of tutorials. This book covers machine learning using apache mahout. Who this book is written for apache mahout cookbook is great for developers who want to have a fresh and fast introduction to mahout coding. This book is divided into three parts, covering collaborative filtering, clustering, and classification in apache mahout, respectively. Apache mahout cookbook book by piero giacomelli published dec 20 by packtpub.
Apache mahout tm is a distributed linear algebra framework and mathematically expressive scala dsl designed to let mathematicians, statisticians, and data scientists quickly implement their own algorithms. If youre looking for a free download links of apache mahout essentials pdf, epub, docx and torrent then this site is not for you. Apache mahout cookbook uses over 35 recipes packed with illus. Contribute to shivammsbooks development by creating an account on github. Recommendation classification clustering apache mahout started as a subproject of apache s lucene in 2008. Mahout in action book by sean owen, robin anil, ted dunning and ellen. Apache mahout cookbook uses over 35 recipes packed with illustrations and realworld examples to help beginners as well as advanced programmers get acquainted with the features of mahout. Apache mahout is an open source project that is primarily used for creating scalable machine learning algorithms. This book is about designing mathematical and machine learning algorithms using the apache mahout samsara platform. Moving beyond mapreduce and batch processing with apache. Beyond mapreduce by dmitriy lyubimov and andrew palumbo published feb 2016. Here we provide references to books and courses about data analysis in general, which might also be helpful in the context of mahout. Mahout at alphacsps the edge 2010 pdf slideshare slides from ariel.