0A005G: Introduction to IBM SPSS Modeler

and Data Mining V16



             Recommended Duration: 2 Days
Skill Level: Basic
Cost: $2,000 (b/GST)

Introduction to IBM SPSS Modeler and Data Mining (V16) is a two day course, that provides an overview of data mining and the fundamentals of using IBM SPSS Modeler. The principles and practice of data mining are illustrated using the CRISP-DM methodology. The course structure follows the stages of a typical data mining project, from collecting data, to data exploration, data transformation, and modeling to effective interpretation of the results. The course provides training in the basics of how to read, prepare, and explore data with IBM SPSS Modeler, and introduces the student to modeling.



Audience


This basic course is for:

  • Anyone who is new to IBM SPSS Modeler
  • Anyone considering purchasing IBM SPSS Modeler
  • Anyone interested in Data Mining


Prerequisites


Student should have:

  • General computer literacy

Course Agenda


Summarize the components associated with each unit in the FlashSystem 840 Storage Implementation course
Differentiate between disk storage and flash storage
Recognize the evolution of FlashSystem products
Classify the FlashSystem 840 Management interface and functions
Recall host interfaces related to the FlashSystem 840
Summarize the integration of FlashSystem 840 with IBM SVC
Recall the administrative functions associated with the FlashSystem 840
Recognize the benefits of the Flashsystem V840



Course Overview


Day 1

  • Unit 1: Introduction to Data Mining
  • Unit 2: Working with Modeler
  • Unit 3: A Data-Mining Tour
  • Unit 4: Collecting Initial Data
  • Unit 5: Concept Explaination of 'Date Structure', 'Unit of Analysis, 'Field Storage' and 'Field Measurement Level'
  • Unit 6: Understanding your Data

Day 2

  • Unit 7: Setting the Unit of Analysis
  • Unit 8: Integrating Data
  • Unit 9: Deriving and Reclassifying Fields
  • Unit 10: Looking for Relationships
  • Unit 11: Introduction to Modeling