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Girl in the World of Computer Science

Apache Mahout, Hadoop, Recommender System, Collaborative Filtering, Slope One, Big Data, Big Insights, Apache Hive, Frequent ItemSet, HBase, Oozie

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Girl in the World of Computer Science | girlincomputerscience.blogspot.com Reviews
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Girl in the World of Computer Science | girlincomputerscience.blogspot.com Reviews

https://girlincomputerscience.blogspot.com

Apache Mahout, Hadoop, Recommender System, Collaborative Filtering, Slope One, Big Data, Big Insights, Apache Hive, Frequent ItemSet, HBase, Oozie

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1

Girl in the World of Computer Science: July 2013

http://www.girlincomputerscience.blogspot.com/2013_07_01_archive.html

Girl in the World of Computer Science. Saturday, July 27, 2013. Is there such a thing as "best" Recommender System algorithm? I received emails from users asking which recommender system algorithm they should use. Usually people start looking for articles on which approach has a better performance, and once they find something convincing they start to implement it. I believe that the best recommender system depends on the data and the problem you have. I've already presented these approaches here. It use...

2

Girl in the World of Computer Science: August 2013

http://www.girlincomputerscience.blogspot.com/2013_08_01_archive.html

Girl in the World of Computer Science. Tuesday, August 20, 2013. Apache Hive is a software application created to facilitate data analyses on Apache Hadoop. It is a Java framework that helps extracting knowledge from data placed on a HDFS cluster by providing a SQL-like interface to it. The Apache Hadoop platform is a major project on distributed computing and it is commonly assumed to be the best approach when dealing with BigData challenges. Hadoop facilitates large data processing, but it still requir...

3

Girl in the World of Computer Science: February 2015

http://www.girlincomputerscience.blogspot.com/2015_02_01_archive.html

Girl in the World of Computer Science. Wednesday, February 11, 2015. Many Machine Learning articles and papers describe the wonders of the Support Vector Machine. SVM) algorithm. Nevertheless, when using it on real data trying to obtain a high accuracy classification, I stumbled upon several issues. I will try to describe the steps I took to make the algorithm work in practice. This model was implemented using R. And the library "e1071". To install and use it type:. Few algorithms are better than SVM.

4

Girl in the World of Computer Science: Dealing with NP-Hard Problems: An Introduction to Approximation Algorithms

http://www.girlincomputerscience.blogspot.com/2014/01/dealing-with-np-hard-problems.html

Girl in the World of Computer Science. Friday, January 31, 2014. Dealing with NP-Hard Problems: An Introduction to Approximation Algorithms. This is just a quick overview on approximation algorithms. It is a broad topic to discuss. For more info rmation. The famous NP-Complete class is known for its possible intractability. NP means non deterministic polynomial. And for a problem to be NP-Complete it has to be. NP (verified in polynomial time) and. NP-Hard (as hard as any other problem in the NP class).

5

Girl in the World of Computer Science: June 2013

http://www.girlincomputerscience.blogspot.com/2013_06_01_archive.html

Girl in the World of Computer Science. Tuesday, June 18, 2013. Apache Hive .orig test file and "# # A masked pattern was here # # ". Just a quick information about something in Hive. If you ever typed:. Ant clean package test. To run Apache Hive. Unit tests, you may have seen that Hive sometimes creates two output files. If you run for example:. Ant test -Dtestcase=TestCliDriver -Dqfile=alter5.q. Hive sometimes generates a alter5.q.out and a alter5.q.out.orig :. A masked pattern was here # #. Apache Hive...

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Girl in the World of Computer Science

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