This training course is a four day introduction for data mining and shows how to perform predictive and business analytics with the well known software RapidMiner and the data analysis server RapidAnalytics. After this training course the participants will have a complete understanding of how Rapid-I software works and is used. Due to a high number of practical exercises, the participants will be able to transfer the gained knowledge to own data mining problems and solve them quickly and easily.

Excerpt from Contents:

• perform data preparations and transformations like normalization, value type and role changes, balancing data, joins, or outlier detection
• build sophisticated predictive models like decision trees or neural networks
• scoring new data sets, scaling confidences or filtering of uncertain predictions
• evaluate the model’s quality with respect to different criteria like accuracy, precision, recall, AUC, ROC, or Lift
• deployment data mining models, sharing data and processes, scheduling, basics or report creation, and integration into infrastructure / business processes

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