software and programming languages used in credit scoring
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Software and Programming Languages used in credit scoringTRANSCRIPT
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