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Apache Mahout Cookbook par [Giacomelli, Piero]
Publicité sur l'appli Kindle

Apache Mahout Cookbook Format Kindle


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Format Kindle
EUR 15,50

Longueur : 252 pages Composition améliorée: Activé Page Flip: Activé
Langue : Anglais
  • En raison de la taille importante du fichier, ce livre peut prendre plus de temps à télécharger

Description du produit

Présentation de l'éditeur

In Detail

The rise of the Internet and social networks has created a new demand for software that can analyze large datasets that can scale up to 10 billion rows. Apache Hadoop has been created to handle such heavy computational tasks. Mahout gained recognition for providing data mining classification algorithms that can be used with such kind of datasets.

"Apache Mahout Cookbook" provides a fresh, scope-oriented approach to the Mahout world for both beginners as well as advanced users. The book gives an insight on how to write different data mining algorithms to be used in the Hadoop environment and choose the best one suiting the task in hand.

"Apache Mahout Cookbook" looks at the various Mahout algorithms available, and gives the reader a fresh solution-centered approach on how to solve different data mining tasks. The recipes start easy but get progressively complicated. A step-by-step approach will guide the developer in the different tasks involved in mining a huge dataset. You will also learn how to code your Mahout’s data mining algorithm to determine the best one for a particular task. Coupled with this, a whole chapter is dedicated to loading data into Mahout from an external RDMS system. A lot of attention has also been put on using your data mining algorithm inside your code so as to be able to use it in an Hadoop environment. Theoretical aspects of the algorithms are covered for information purposes, but every chapter is written to allow the developer to get into the code as quickly and smoothly as possible. This means that with every recipe, the book provides the code for reusing it using Maven as well as the Maven Mahout source code.

By the end of this book you will be able to code your procedure to do various data mining tasks with different algorithms and to evaluate and choose the best ones for your tasks.

Approach

"Apache Mahout Cookbook" uses over 35 recipes packed with illustrations and real-world examples to help beginners as well as advanced programmers get acquainted with the features of Mahout.

Who this book is for

"Apache Mahout Cookbook" is great for developers who want to have a fresh and fast introduction to Mahout coding. No previous knowledge of Mahout is required, and even skilled developers or system administrators will benefit from the various recipes presented.

Biographie de l'auteur

Piero Giacomelli

Piero Giacomelli started playing with computers back in 1986 when he received his first PC (a commodore 64). Despite his love for computers, he graduated in Mathematics, entered the professional software industry in 1997, and started using Java.

He has been involved in a lot of software projects using Java, .NET, and PHP. He is not only a great fan of JBoss and Apache technologies, but also uses Microsoft technologies without moral issues.

He has worked in many different industrial sectors, such as aerospace, ISP, textile and plastic manufacturing, and e-health association, both as a software developer and as an IT manager. He has also been involved in many EU research-funded projects in FP7 EU programs, such as CHRONIOUS, I-DONT-FALL, FEARLESS, and CHROMED.

In recent years, he has published some papers on scientific journals and has been awarded two best paper awards by the International Academy, Research and Industry Association (IARIA).

In 2012, he published HornetQ Messaging Developer's Guide, Packt Publishing, which is a standard reference book for the Apache HornetQ Framework.

He is married with two kids, and in his spare time, he regresses to his infancy ages to play with toys and his kids.


Détails sur le produit

  • Format : Format Kindle
  • Taille du fichier : 12085 KB
  • Nombre de pages de l'édition imprimée : 252 pages
  • Editeur : Packt Publishing (26 décembre 2013)
  • Vendu par : Amazon Media EU S.à r.l.
  • Langue : Anglais
  • ASIN: B00HJR6R86
  • Synthèse vocale : Activée
  • X-Ray :
  • Word Wise: Non activé
  • Composition améliorée: Activé
  • Moyenne des commentaires client : Soyez la première personne à écrire un commentaire sur cet article
  • Classement des meilleures ventes d'Amazon: n°574.249 dans la Boutique Kindle (Voir le Top 100 dans la Boutique Kindle)
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Commentaires client les plus utiles sur Amazon.com

Amazon.com: 2,5 sur 5 étoiles 8 commentaires
German Araujo
1,0 sur 5 étoilesBasic and wrong focused.
3 mars 2014 - Publié sur Amazon.com
Achat vérifié
2 personnes ont trouvé cela utile.
Jlee
2,0 sur 5 étoilesNothing better than web tutorial.
7 janvier 2014 - Publié sur Amazon.com
Achat vérifié
Une personne a trouvé cela utile.
TechKnowMage
4,0 sur 5 étoilesGood Baseline
11 juin 2014 - Publié sur Amazon.com
Achat vérifié
Christian S.
4,0 sur 5 étoilesBeginner intro to mahout with very interesting examples
4 avril 2014 - Publié sur Amazon.com
Sujit Pal
3,0 sur 5 étoilesUseful but lots of typos
8 janvier 2014 - Publié sur Amazon.com

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