software and programming languages used in credit scoring

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http://www.kdnuggets.com/2015/05/poll-analytics-data-mining-data- science-software-used.html#sbm_mv Vote in KDnuggets 16th Annual Poll: What Analytics, Data Mining, Data Science software/tools you used in the past 12 months for a real project?. We will clean and analyze the results and publish our trend analysis afterward What Analytics, Data Mining, Data Science software/tools you used in the past 12 months for a real project (not just evaluation)? 4 categories: Platforms, Languages, Deep Learning, Hadoop. Analytics / Data Mining Platforms / Suites: Actian Alpine Data Labs Alteryx Angoss Amazon Machine Learning Ayasdi BayesiaLab BigML Birst C4.5/C5.0/See5 Datameer Dataiku Dato (former Graphlab) Dell (including Statistica) FICO Model Builder Gnu Octave GoodData H2O (0xdata) IBM Cognos IBM SPSS Modeler IBM SPSS Statistics IBM Watson Analytics JMP

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Software and Programming Languages used in credit scoring

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http://www.kdnuggets.com/2015/05/poll-analytics-data-mining-data-science-software-used.html#sbm_mv

Vote in KDnuggets 16th Annual Poll: What Analytics, Data Mining, Data Science software/tools you used in the past 12 months for a real project?. We will clean and analyze the results and publish our trend analysis afterward

What Analytics, Data Mining, Data Science software/tools you used in the past 12 months for a real project (not just evaluation)?4 categories: Platforms, Languages, Deep Learning, Hadoop.Analytics / Data Mining Platforms / Suites:

Actian

Alpine Data Labs

Alteryx

Angoss

Amazon Machine Learning

Ayasdi

BayesiaLab

BigML

Birst

C4.5/C5.0/See5

Datameer

Dataiku

Dato (former Graphlab)

Dell (including Statistica)

FICO Model Builder

Gnu Octave

GoodData

H2O (0xdata)

IBM Cognos

IBM SPSS Modeler

IBM SPSS Statistics

IBM Watson Analytics

JMP

KNIME

Lavastorm

Lexalytics

MATLAB

Mathematica

Megaputer Polyanalyst/TextAnalyst

MetaMind

Microsoft Azure ML

Microsoft SQL Server

Microsoft Power BI

MicroStrategy

Miner3D

Ontotext

Oracle Data Miner

Orange

Pentaho

Predixion Software

QlikView

RapidInsight/Veera

RapidMiner

Rattle

Revolution Analytics (now part of Microsoft)

SAP (including former KXEN)

SAS Enterprise Miner

Salford SPM/CART/Random Forests/MARS/TreeNet

scikit-learn

Skytree

SiSense

Splunk/ Hunk

Stata

TIBCO Spotfire

Tableau

Vowpal Wabbit

Weka

WordStat

XLSTAT for Excel

Zementis

Other free analytics/data mining tools

Other paid analytics/data mining/data science software

Languages / low-level tools:

C/C++

Clojure

Excel

F#

Java

Julia

Lisp

Perl

Python

R

Ruby

SAS base

SQL

Scala

Unix shell/awk/gawk

WPS: World Programming System

Other programming languages

Deep Learning tools

Caffe

Cuda-convnet

Deeplearning4j

Torch

Theano

Pylearn2

Other Deep Learning tools

Hadoop-based Analytics-related tools

Hadoop

HBase

Hive

Pig

Spark

Mahout

MLlib

SQL on Hadoop tools

Other Hadoop/HDFS-based tools