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PROKODA GmbH | 09.07.2020

IBM 0A007G - Introduction to IBM SPSS Modeler and Data Mining (v18)


Kategorie:
Zeitraum:
PLZ/Ort:
Seminare, Workshops
28.05.2018 - 29.05.2018
DE-10115 Berlin

Seminarbeschreibung:

1: 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

2: Working with IBM SPSS 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

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

4: 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

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

6: 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

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

8: Deriving and reclassifying fields • Use the Control Language for Expression Manipulation (CLEM) • Derive new fields • Reclassify field values

9: Identifying 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

10: Introduction to modeling • List three modeling objectives • Use a classification model • Use a segmentation model


Voraussetzung: General computer literacy.

Preis: 1490,- € (zzgl. MwSt.) pro Teilnehmer.

Uhrzeit: Von 09:00 bis 16:00

Teilnehmergruppe: 3 bis 8

Dauer in Std: 16

Frühbucher: Preis: 1460.2 € bis zum 27.04.2018 reservieren.


Zur Veranstaltungsseite: https://www.prokoda.de/

Unternehmenseintrag: PROKODA GmbH

Eingestellt am: 09.07.2020 von: .

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