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Home » IBM Data and Analytics Certification Training » 0A008G: Introduction to IBM SPSS Modeler and Data Science v18.x

0A008G: Introduction to IBM SPSS Modeler and Data Science v18.x

Accelerate time to value with visual data science and machine learning.

Data science is the process of using analytical techniques to uncover patterns in data and applying the results for business value. Descriptive analysis, predictive modeling, text analytics, geospatial analytics, entity analytics, decision management and optimization are used to identify patterns and deploy predictive models into operational systems. Systems and people can use these patterns and models to derive insights that enable them to consistently make the right decision at the point of impact. Outcomes are optimized based on the predictive intelligence hidden in data of growing size and complexity.

IBM SPSS Modeler is a powerful visual data science and machine learning tool that is designed to bring predictive intelligence to decisions made by individuals, groups, systems and your enterprise. SPSS Modeler scales from desktop deployments to integration with operational systems to provide you with a range of advanced algorithms and techniques. Applying these techniques to decisions can result in rapid ROI and can enable organizations to proactively and repeatedly reduce costs while increasing productivity.

Fees:

RM2,100.00 – RM3,690.00

Course duration

2 days

Accredited by

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Home » IBM Data and Analytics Certification Training » 0A008G: Introduction to IBM SPSS Modeler and Data Science v18.x

0A008G: Introduction to IBM SPSS Modeler and Data Science v18.x

Accelerate time to value with visual data science and machine learning.

Data science is the process of using analytical techniques to uncover patterns in data and applying the results for business value. Descriptive analysis, predictive modeling, text analytics, geospatial analytics, entity analytics, decision management and optimization are used to identify patterns and deploy predictive models into operational systems. Systems and people can use these patterns and models to derive insights that enable them to consistently make the right decision at the point of impact. Outcomes are optimized based on the predictive intelligence hidden in data of growing size and complexity.

IBM SPSS Modeler is a powerful visual data science and machine learning tool that is designed to bring predictive intelligence to decisions made by individuals, groups, systems and your enterprise. SPSS Modeler scales from desktop deployments to integration with operational systems to provide you with a range of advanced algorithms and techniques. Applying these techniques to decisions can result in rapid ROI and can enable organizations to proactively and repeatedly reduce costs while increasing productivity.

Course duration:

2 days

Fees:

RM2,100.00 – RM3,690.00

Accredited by:

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Overview
Course Curriculum
Training Options
Exam & Certification
FAQs

Overview

This 0A008G: Introduction to IBM SPSS Modeler and Data Science v18.x course provides the fundamentals 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 v18.1.1, and introduces the student to modeling.

Skills Covered

Introduction to data science
Introduction to IBM SPSS Modeler
Introduction to data science using IBM SPSS Modeler
Collecting initial data
Understanding the data
Setting the of analysis
Integrating data
Deriving and reclassifying fields
Identifying relationships
Introduction to modeling

Who Should Attend

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

Course Curriculum

Prerequisites

It is recommended that you have an understanding of your business data

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Course Modules

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Module 1: Introduction to Data Science

• List two applications of data science
• Explain the stages in the CRISP-DM methodology
• Describe the skills needed for data science

Module 2: Introduction to IBM SPSS Modeler

• Describe IBM SPSS Modeler’s user-interface
• Work with nodes and streams
• Generate nodes from output
• Use SuperNodes
• Execute streams
• Open and save streams
• Use Help

Module 3: Introduction to Data Science using IBM SPSS Modeler

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

Module 4: Collecting Initial Data

• Explain the concepts “data structure”, “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

Module 5: Understanding the Data

• Audit the data
• Check for invalid values
• Take action for invalid values
• Define blanks

Module 6: Setting the of Analysis

• Remove duplicate records
• Aggregate records
• Expand a categorical field into a series of flag fields
• Transpose data

Module 7: Integrating Data

• Append records from multiple datasets
• Merge fields from multiple datasets
• Sample records

Module 8: Deriving and Reclassifying Fields

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

Module 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

Module 10: Introduction to Modeling

• List three types of models
• Use a supervised model
• Use a segmentation model

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Training Options

Filter by:

ILT: Instructor-Led Training
VILT: Virtual Instructor-Led Training
SPVC: Self-Paced Virtual Class

Intake: Available Upon Request

Duration: 2 Days

Guaranteed: TBC

Modality: ILT

Price:

RM3,690.00Enroll Now

Exam: No associated exam

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Intake: Available Upon Request

Duration: 2 Days

Guaranteed: TBC

Modality: VILT

Price:

RM3,690.00Enroll Now

Exam: No associated exam

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Intake: On-demand Learning

Duration: 2 Days

Guaranteed: TBC

Modality: SPVC

Price:

RM2,100.00Enroll Now

Exam: No associated exam

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Exam & Certification

This course is not associated with any Certification.

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