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Handling Rare Events and Class Imbalance in Predictive Modeling for Machine Failure

By | 2019-03-12T11:17:25+00:00 September 21st, 2017|Analytics, Big Data, Churn, Data Sciences, Hadoop, MapReduce, Marketing Analytics, Pranab Ghosh, Predictive Analytics, Predictive Modeling|

Handling Rare Events and Class Imbalance in Predictive Modeling for Machine Failure Most supervised Machine Learning algorithms face difficulty when there is class imbalance in the training data i.e., amount of data belonging one class [...]

Leveraging predictive Analytics in the AWS Marketplace…

By | 2019-06-21T13:10:06+00:00 May 23rd, 2017|Amazon, Amazon AWS Marketplace, Amazon Ec2, Amazon Redshift, AWS Cloud, AWS Marketplace, Big Data, Data Cloud, Data Sciences, Intelligent Analytical System, Original Content, Predictive Analytics|

Your organization depends on ready access to its information resources. That’s probably part of the reason you decided to adopt cloud solutions, such as Amazon Web Services: Not only are [...]

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