Neural Networks started to become popular predictive modelling algorithms much more than a decade ago. They were used in manufacturing, marketing, predictive maintenance and many other domains.
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Posted in
SAS Analytics;
Tagged
SAS Analytics,
Data Science,
Neural Networks,
Deep Learning,
SAS Viya,
Marketing,
Predictive Modelling,
VDMML,
Learning parameters;
Posted
September, 2019
by
Amadeus Technical Team
This tip will cover a technique called partitioning that is often used when creating a predictive model in data science.
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Posted in
SAS Analytics;
Tagged
SAS Analytics,
Data Science,
Partitioning Data,
Training,
Validation,
Split Data,
Predictive Modelling;
Posted
January, 2019
by
Amadeus Technical Team
Geo mapping is the process of taking any data with a location element and displaying it on a map. SAS® Visual Analytics supports three different types of geo mapping visualisations:
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Posted in
SAS Analytics;
Tagged
SAS Analytics,
SAS Visual Analytics,
SAS VA,
Geo Map,
Coordinate Systems,
Geo Bubble Maps,
Geo Coordinate Maps,
Geo Region Maps;
Posted
July, 2018
by
Amadeus Technical Team
One of the analytical methods available in SAS® Visual Statistics is "clustering". Clustering in general is a method to group observations based on their similarity with the purpose of handling...
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Posted in
SAS Analytics;
Tagged
SAS Business Intelligence,
SAS Analytics,
SAS BI,
Clustering,
Segmentation,
K-means,
Cluster,
Profiling;
Posted
January, 2018
by
Amadeus Technical Team
SAS Visual Statistics enables you to quickly build predictive models using the following techniques:
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Posted in
SAS Analytics;
Tagged
SAS Analytics,
Regression,
Model comparison,
Champion,
Challenger,
Model,
Decision tree,
SAS Visual Statistics 7.3;
Posted
December, 2017
by
Amadeus Technical Team
Data manipulation is an important part of the data mining process. In order to ensure that all of the data is used effectively, it can sometimes be useful to transform...
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Posted in
SAS Analytics;
Tagged
SAS Analytics,
SAS Enterprise Miner,
Data Mining,
Transforming variables,
Variable transformation;
Posted
December, 2017
by
Amadeus Technical Team
Directed data mining allows modelling to be created based on specific variables within the data set. To use directed data mining methods, a target variable must be chosen.
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Posted in
SAS Analytics;
Tagged
SAS Analytics,
SAS Enterprise Miner,
Data Mining,
Regression,
Linear Regression;
Posted
November, 2017
by
Amadeus Technical Team
Proc FCMP has been available to DATA step programmers since SAS version 9.2 and is recognised as a very valuable procedure for generating user defined functions.
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Posted in
SAS Analytics;
Tagged
SAS Analytics,
SAS Visual Analytics,
Proc FCMP,
Proc SQL;
Posted
October, 2017
by
Amadeus Technical Team
SAS Visual Analytics reports are accessed via the Report Viewer application in a web browser and it is possible to access a specific report by using the correct URL.
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Posted in
SAS Analytics;
Tagged
SAS Analytics,
SAS Visual Analytics,
SAS VA,
Report Viewer;
Posted
September, 2017
by
Amadeus Technical Team
Data manipulation is an important part of the data mining process. Filtering data and removing inaccurate or skewed variables can be important to ensure that accurate analysis is completed. SAS® Enterprise...
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Posted in
SAS Analytics;
Tagged
SAS Analytics,
SAS Enterprise Miner,
Data Mining,
Removing Variables;
Posted
August, 2017
by
Amadeus Technical Team
