IBM SPSS Modeler Foundations (V18.2) –

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About Course

Course Name:

IBM SPSS Modeler Foundations (V18.2)

Skill Level:

Basic

Modality:

ILO – Instructor Lead Online Training

Duration:

2 Day/s

Price:

Overview:

This course teaches how to use IBM SPSS Modeler 18.2.

This course provides the foundations of using IBM SPSS Modeler and introduces the participant to data science. The principles and practice of data science are illustrated using the CRISP-DM methodology. The course provides training in the basics of how to import, explore, and prepare data with IBM SPSS Modeler v18.2, and introduces the student to modeling.


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Target Audience:

Data scientists
Business analysts
Clients who are new to IBM SPSS Modeler or want to find out more about using it

Prerequisites:

Knowledge of your business requirements

Topic:

Introduction to IBM SPSS ModelerIntroduction to data science/ Describe the CRISP-DM methodology/ Introduction to IBM SPSS Modeler/ Build models and apply them to new dataCollect initial dataDescribe field storage/ Describe field measurement level/ Import from various data formats/ Export to various data formatsUnderstand the dataAudit the data/ Check for invalid values/ Take action for invalid values/ Define blanksSet the unit of analysisRemove duplicates/ Aggregate data/ Transform nominal fields into flags/ Restructure dataIntegrate dataAppend datasets/ Merge datasets/ Sample recordsTransform fieldsUse the Control Language for Expression Manipulation/ Derive fields/ Reclassify fields/ Bin fieldsFurther field transformationsUse functions/ Replace field values/ Transform distributionsExamine relationshipsExamine the relationship between two categorical fields/ Examine the relationship between a categorical and continuous field/ Examine the relationship between two continuous fieldsIntroduction to modelingDescribe modeling objectives/ Create supervised models/ Create segmentation modelsImprove efficiencyUse 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

Objective:

Introduction to IBM SPSS ModelerIntroduction to data science/ Describe the CRISP-DM methodology/ Introduction to IBM SPSS Modeler/ Build models and apply them to new dataCollect initial dataDescribe field storage/ Describe field measurement level/ Import from various data formats/ Export to various data formatsUnderstand the dataAudit the data/ Check for invalid values/ Take action for invalid values/ Define blanksSet the unit of analysisRemove duplicates/ Aggregate data/ Transform nominal fields into flags/ Restructure dataIntegrate dataAppend datasets/ Merge datasets/ Sample recordsTransform fieldsUse the Control Language for Expression Manipulation/ Derive fields/ Reclassify fields/ Bin fieldsFurther field transformationsUse functions/ Replace field values/ Transform distributionsExamine relationshipsExamine the relationship between two categorical fields/ Examine the relationship between a categorical and continuous field/ Examine the relationship between two continuous fieldsIntroduction to modelingDescribe modeling objectives/ Create supervised models/ Create segmentation modelsImprove efficiencyUse 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

Remarks:

Prior to enrolling, IBM Employees must follow their Division/Department processes to obtain approval to attend this public training class. Failure to follow Division/Department approval processes may result in the IBM Employee being personally responsible for the class charges.

GBS practitioners that use the EViTA system for requesting external training should use that same process for this course. Go to the EViTA site to start this process:

http://w3.ibm.com/services/gbs/evita/BCSVTEnrl.nsf

Once you enroll in a GTP class, you will receive a confirmation letter that should show:

The current GTP list price
The 20% discounted price available to IBMers. This is the price you will be invoiced for the class.

Category:

Data and AI

Product Name:

IBM SPSS Modeler

Badge and Certification Info:

8241d1bc-8e3a-43d7-b30c-1db296f6981a

IBM SPSS Modeler Foundations (V18.2) – Code: 0A069G

https://www.credly.com/org/ibm/badge/ibm-spss-modeler-foundations-v18-2-code-0a069g

https://images.credly.com/images/e842a753-5ef8-41d5-9e98-4d6c8ae364af/IBM_SPSS_Modeler_Foundations__V18.2__-_Code-_0A069G.png

0

Brand: 

Analytics

Follow on Courses:

 

 

Replaced By:

This course replaces : 0A008G, 0A058G

spss;ibm spss;analytics;modeler

VMWare-Based (complex) (12)

Lab Access Duration:

https://images.credly.com/images/e842a753-5ef8-41d5-9e98-4d6c8ae364af/IBM_SPSS_Modeler_Foundations__V18.2__-_Code-_0A069G.png

 

 

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