İptal Edildi

Machine learning student project using Map-reduce or Spark

This is a student project for implementing a noisy version of random decision trees using spark (Mlib in spark) or Hadoop Map-reduce(using Mahout machine learning algorithm).

In Map-reduce version: A cluster based Hadoop needs to be installed in virtual machines and map-reduce should be configured. A big sample file needs to be divided in to smaller chunks and send to each Mapper and on each mapper a decision tree needs to be created based on the data that it gets. In Reduce phase the results of this decision trees needs to be averaged and some noisy version of the results need to be published.

In Spark: the idea is still the same, install Spark on Hadoop clusters and get a big sample file, get random data sets from the input file and create decision trees and then average this trees ( like random forest techniques) and issue a noisy version of the results.

I prefer to use Spark and particularly looking for someone who can implement this noisy random decision trees algorithm in Spark using Hadoop.

Beceriler: Hadoop, Java, Map Reduce, Ölçek, Yazılım Mimarisi

Daha fazlasını görün: trees algorithm, tree algorithm, mapper java, java mapper, java learning, data trees, algorithm tree, map reduce java, java map reduce, big data java, student java, random forest, java spark, hadoop, hadoop project, hadoop algorithm, data learning, big data hadoop, java project tree, implement random forest, cluster project, random forest algorithm, decision tree software, implementing project, java mahout

İşveren Hakkında:
( 0 değerlendirme ) Australia

Proje NO: #6534311

7 freelancer bu iş için ortalamada 796$ teklif veriyor

bigdognec

Very interesting problem! I have used Hadoop but with Hbase and with normal Map Reduce. I have been reading up on Spark lately and notice that if you operate in Memory, thats when the maximum performance gains can be s Daha fazlası

in 14 gün içinde736$ AUD
(16 Değerlendirme)
5.7
unipixel

Greetings!!! We are glad to bid on your project and would be more happy if get a chance to work on the same. -- site links :- www.natautoparts.com.au (E-commerce), www.mycosmeticsurgery.in(hospital Site), Daha fazlası

in 10 gün içinde1110$ AUD
(1 Değerlendirme)
4.0
ciphe

I have MS in Information Security with research interest of Cryptography. I have implemented Cryptography algorithms in Java and C, written security solutions in J2EE and Java, have implemented datastructures in Ja Daha fazlası

in 20 gün içinde947$ AUD
(5 Değerlendirme)
3.7
divyapaliwal

A proposal has not yet been provided

in 10 gün içinde555$ AUD
(0 Değerlendirme)
0.0
kamaljamwal

Experience in Machine learning algorithm. Experience in Map/Reduce. Strong Python skills More than 10 yrs of experience.

in 10 gün içinde555$ AUD
(0 Değerlendirme)
0.0
arocke

I am familiar with Java though I prefer Scala and have already made use of Hadoop and MapReduce. On the internet I have participated in multiple Kaggle competitions which allows me to keep up-to-date with the latest to Daha fazlası

in 9 gün içinde555$ AUD
(0 Değerlendirme)
0.0
kmurari719

Machine learning scholar, My research area includes Data mining, Machine learning and big data . My past experience in machine learning includes 8+ year research in ML domain.

in 10 gün içinde1111$ AUD
(0 Değerlendirme)
0.0