Introduction to IBM SPSS Modeler and Data Mining V16 SPVC Schulung

IBM SPSS Modeler Schulung IBM Schulung

IBM SPSS Modeler Schulung:
Overview of data mining and fundamentals

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.

Seminarinhalt  

Introduction to Data Mining

  • List two applications of data mining
  • Explain the stages of the CRISP-DM process model
  • Describe successful data-mining projects and the reasons why projects fail
  • Describe the skills needed for data mining

Working with Modeler

  • Describe the MODELER user-interface
  • Work with nodes
  • Run a stream or a part of a stream
  • Open and save a stream
  • Use the online Help

A Data-Mining Tour

  • Explain the basic framework of a data-mining project
  • Build a model
  • Deploy a model

Collecting Initial Data

  • Explain the concepts "data structure", "unit of analysis", "field storage" and "field measurement level"
  • Import Microsoft Excel files
  • Import IBM SPSS Statistics files
  • Import text files
  • Import from databases
  • Export data to various formats

Understanding your Data

  • Audit the data
  • Explain how to check for invalid values
  • Take action for invalid values
  • Explain how to define blanks

Setting the Unit of Analysis

  • Set the unit of analysis by removing duplicate records
  • Set the unit of analysis by aggregating records
  • Set the unit of analysis by expanding a categorical field into a series of flag fields

Integrating Data

  • Integrate data by appending records from multiple datasets
  • Integrate data by merging fields from multiple datasets
  • Sample records

Deriving and Reclassifying Fields

  • Use the Control Language for Expression Manipulation (CLEM)
  • Derive new fields
  • Reclassify field values

Looking for Relationships

  • Examine the relationship between two categorical fields
  • Examine the relationship between a categorical field and a continuous field
  • Examine the relationship between two continuous fields

Introduction to Modeling

  • List three modeling objectives
  • Use a classification model
  • Use a segmentation model

Weitere Informationen  

Zielgruppe

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

Voraussetzungen

  • General computer literacy

Ihr Vorteil


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Schulungsinformation

Termine und Preise  

Introduction to IBM SPSS Modeler and Data Mining V16 SPVC Schulung

Preis:
€ 670,00 zzgl. MwSt.
€ 797,30 inkl. MwSt.

Dauer:
2 Tage

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Organisatorisches zum Seminar   

Kategorie: IBM SPSS Modeler Einsteigerseminar
Self-paced virtual class (SPVC)

Stichworte zu dieser IBM SPSS Modeler Schulung:
0E005G, 0E005DE

Informationen zum Durchführungsort:
Krefeld Düsseldorf Essen Köln

Ich fand die Möglichkeit der Diskussion mit Trainer und Teilnehmer zu verschiedener Lösungsmöglichkeiten mit ihren Vor- und Nachteilen sehr informativ und lehrreich. Großes Lob an den Trainer.

Manuela Völsch, Landesamt für Polizeiliche Dienste NRW Introduction to XML and the Microsoft .NET Platform.

Eine sehr intensive Schulung, bei der jegliche Aspekte von Rhapsody berücksichtigt werden.

Daniel Lindner, Continental Teves AG & Co. oHG IBM QQ143 - Essentials of IBM Rhapsody für System Engineers

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Kontakt  

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D-47807 Krefeld
Fon: 02151 366250
Freecall: 0800 4772466
Fax: 02151 3662529
E-Mail: info@incas-training.de