Advanced Data Preparation Using IBM SPSS Modeler (v18.1.1) Training

  • Learn via: Classroom / Virtual Classroom / Online
  • Duration: 1 Day
  • Price: Please contact for booking options
  • We can host this training at your preferred location. Contact us!
Upcoming Training
23 April 2023
1 Day

This course covers advanced topics to aid in the preparation of data for a successful data science project. You will learn how to use functions, deal with missing values, use advanced field operations, handle sequence data, apply advanced sampling methods, and improve efficiency.

• Experience using IBM SPSS Modeler including familiarity with the Modeler environment, creating streams, reading data files, exploring data, setting the unit of analysis, combining datasets, deriving and reclassifying fields, and basic knowledge of modeling.
• Prior completion of the Introduction to IBM SPSS Modeler and Data Science course is recommended.

Please refer to course overview

1: Using functions to cleanse and enrich data
• Use date functions
• Use conversion functions
• Use string functions
• Use statistical functions
• Use missing value functions
2: Using additional field transformations
• Replace values with the Filler node
• Recode continuous fields with the Binning node
• Change a field’s distribution with the Transform node
3: Working with sequence data
• Use sequence functions
• Count an event across records
• Expand a continuous field into a series of continuous fields with the Restructure node
• Use geospatial and time data with the Space-Time-Boxes node
4: Sampling, partitioning and balancing data
• Draw simple and complex samples with the Sample node
• Create a training set and testing set with the Partition node
• Reduce or boost the number of records with the Balance node
5: Improving efficiency
• Use database scalability by SQL pushback
• Process outliers and missing values with the Data Audit node
• Use the Set Globals node
• Use parameters
• Use looping and conditional execution



Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Istanbul, London and Ankara facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

23 April 2023

Classroom / Virtual Classroom

Istanbul, Ankara, London
07 May 2023

Classroom / Virtual Classroom

Istanbul, Ankara, London
02 July 2023

Classroom / Virtual Classroom

Istanbul, Ankara, London
17 July 2023

Classroom / Virtual Classroom

Istanbul, Ankara, London
15 August 2023

Classroom / Virtual Classroom

Istanbul, Ankara, London
09 September 2023

Classroom / Virtual Classroom

Istanbul, Ankara, London
21 September 2023

Classroom / Virtual Classroom

Istanbul, Ankara, London
04 October 2023

Classroom / Virtual Classroom

Istanbul, Ankara, London
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