Detail kurzu

Data Mining Techniques: Predictive Analytics on Big Data

EDU Trainings s.r.o.

Popis kurzu

This course introduces applications and techniques for assaying and modeling large data. The course also presents basic and advanced modeling strategies, such as group-by processing for linear models, random forests, generalized linear models, and mixture distribution models. Students perform hands-on exploration and analyses using tools such as SAS Enterprise Miner, SAS Visual Statistics, and SAS In-Memory Statistics.

Obsah kurzu

IntroductionIntroduction to big data and SAS big data tools.Data ExplorationData exploration and clustering (SAS Visual Statistics).Data exploration and dimension reduction.Analysis Methods for Categorical TargetsCategorical targets (SAS Visual Statistics).Categorical targets (SAS In-Memory Statistics).Analysis Methods for Interval TargetsInterval targets (SAS Visual Statistics).Interval targets (SAS In-Memory Statistics).Interval targets (SAS Enterprise Miner).

Cieľová skupina

Business analysts, data analysts, marketing analysts, marketing managers, data scientists, data engineers, financial analysts, data miners, statisticians, and others who work in related fields
Certifikát Na dotaz.
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