Decision Trees in Statistica (TRE)

Summary
This course is practical training for the methodology of decision trees and their operation in the software TIBCO Statistica™. Decision trees are robust, fast and easy to understand and are useful for prediction and exploration of large and heterogenous data sets.


Agenda

  • Fundamentals of decision trees: Splitting, Pruning, Analysis
  • CART
  • CHAID
  • Random forest
  • Boosted trees


Type
TIBCO Statistica™ is a comprehensive, well-established and user-friendly data science software from TIBCO®. TIBCO Statistica™ is included as 'TIBCO® Data Science - Statistica®' in the software suite 'TIBCO® Data Science'. TIBCO Statistica™ will be called 'TIBCO® Data Science - Workbench®' in the future.
Our Statistica trainings offer a systematic introduction to the software. The software components and functionalities are introduced one by one and their usage is practiced with excercises. Data sets from various industries are used as examples. In our training facilites in Hamburg, each participant has access to his individual training PC to work on.
Our trainers will consider all participants question and answer them as they see fit during the training.
Training slides will be supplied to the participants as PDFs. The particpants receive all the excersises and their results after the training.


Wordcloud
Bagging, Boosted Trees, Boosting, C&RT, CART, CHAID, Entropy, Exploration, Missing Data, MD Imputation, GINI, Information Gain, Prediction, Random Forest, Stochastic Gradient Boosting, Splitting, Variable Importance


Requirements
This training requires knowledge provided in the data mining training SDM.


Duration: 1 Day(s) Price: EUR 800 (plus VAT) per participant


Location
Hamburg: With our training facilities in Hamburg we provide a place to learn successfully in a comfortable environment. Each participant has access to a training PC there.
Online: These trainings offer high flexibility and require no traveling. Each particpant works on his own PC. We recommend the use of two monitors.
At your site: We conduct the trainings at your site for you and your colleagues.
We offer all our trainings in the languages English and German.


Please contact us!
Do you have and questions regarding the topics, the conditions or do you need a individually tailored training? Please contact us and talk directly with the involved trainers. We can surely help you!
 

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