Decision trees in TIBCO® Data Science / Statistica™
Decision trees TIBCO® Data Science / Statistica™ (TRE)
This course is a practical training for the methodology of decision trees and their operation in the TIBCO Statistica™ software. Decision trees are robust, fast and easy to understand and are suitable for forecasting and explorative data analysis of large and heterogeneous data sets.
Contents
- Basics of decision trees: division rules, pruning, analysis
- CART
- CHAID
- Random Forest
- Boosted Trees
Type
TIBCO Statistica™ is a comprehensive, established and user-friendly data science application from TIBCO®. TIBCO Statistica™ is included as ‘TIBCO® Data Science - Statistica®’ in the ‘TIBCO® Data Science’ package. In the future, TIBCO Statistica™ will be available as ‘TIBCO® Data Science - Workbench®’.
Our Statistica training courses provide a systematic insight into the software, introducing individual components step by step and using exercises to deepen the user experience. Generally understandable data sets from various application areas are used as examples. In our training center in Hamburg, a training PC is available for each participant to solve the tasks.
Our trainers respond to all the participants’ questions and answer them at the appropriate point during the training.
The training documents are provided as PDF files. Participants receive all completed tasks and results at the end of the training.
Keywords
Bagging, boosted trees, boosting, C&RT, CART, CHAID, entropy, exploration, missing values, missing value replacement, GINI, information gain, forecasting, random forest, stochastic gradient boosting, division rules, variable weighting
Prerequisites
This training assumes program knowledge from the Data Mining course (SDM).
Location
- Online: These training sessions offer maximum flexibility without the need to travel. All participants work on their own PCs. We recommend using two monitors for this purpose.
- Hamburg: With our training center in Hamburg, we provide a comfortable place for successful learning.
- At your premises: We conduct the training courses on your premises for you and your colleagues.
We offer all our training sessions in both German and English languages.
Duration: 1 day | Price: Total up to 6 participants: starting from EUR 1.950,-
Sign up yourself and your team directly for this training:
After the registration request, the trainer will contact you directly and arrange the date personally.
Do you have questions about the content, the implementation or would you like an individually customized training? Contact us and speak directly with the responsible trainers without obligation. We are sure that we can help you!