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IBM SPSS Modeler Foundations (V18.2)

  • Tuition USD $1,650
  • Reviews star_rate star_rate star_rate star_rate star_half 1926 Ratings
  • Course Code 0A069G
  • Duration 2 days
  • Available Formats Classroom, Virtual
0A069G - IBM SPSS Modeler Foundations (V18.2)

Course Eligible for IBM Digital Badge

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.

Skills Gained

Introduction to IBM SPSS Modeler 
- Introduction to data science 
- Describe the CRISP-DM methodology 
- Introduction to IBM SPSS Modeler 
- Build models and apply them to new data 
 

Collect initial data 
- Describe field storage 
- Describe field measurement level 
- Import from various data formats 
- Export to various data formats 
 

Understand the data 
- Audit the data 
- Check for invalid values 
- Take action for invalid values 
- Define blanks 
 

Set the unit of analysis 
- Remove duplicates 
- Aggregate data 
- Transform nominal fields into flags 
- Restructure data 
 

Integrate data 
- Append datasets 
- Merge datasets 
- Sample records

 

Transform fields 
- Use the Control Language for Expression Manipulation 
- Derive fields 
- Reclassify fields 
- Bin fields 
 

Further field transformations 
- Use functions 
- Replace field values 
- Transform distributions 
 

Examine relationships 
- Examine the relationship between two categorical fields 
- Examine the relationship between a categorical and continuous field 
- Examine the relationship between two continuous fields 
 

Introduction to modeling 
- Describe modeling objectives 
- Create supervised models 
- Create segmentation models 
 

Improve efficiency 
- Use 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

Who Can Benefit

  • 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

Course Details

Course Outline

Introduction to IBM SPSS Modeler
- Introduction to data science
- Describe the CRISP-DM methodology
- Introduction to IBM SPSS Modeler
- Build models and apply them to new data

Collect initial data
- Describe field storage
- Describe field measurement level
- Import from various data formats
- Export to various data formats

Understand the data
- Audit the data
- Check for invalid values
- Take action for invalid values
- Define blanks

Set the unit of analysis
- Remove duplicates
- Aggregate data
- Transform nominal fields into flags
- Restructure data

Integrate data
- Append datasets
- Merge datasets
- Sample records

Transform fields
- Use the Control Language for Expression Manipulation
- Derive fields
- Reclassify fields
- Bin fields

Further field transformations
- Use functions
- Replace field values
- Transform distributions

Examine relationships
- Examine the relationship between two categorical fields
- Examine the relationship between a categorical  and continuous field
- Examine the relationship between two continuous fields

Introduction to modeling
- Describe modeling objectives
- Create supervised models
- Create segmentation models

Improve efficiency
- Use 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

When does class start/end?

Classes begin promptly at 9:00 am, and typically end at 5:00 pm.

Does the course schedule include a Lunchbreak?

Lunch is normally an hour long and begins at noon. Coffee, tea, hot chocolate and juice are available all day in the kitchen. Fruit, muffins and bagels are served each morning. There are numerous restaurants near each of our centers, and some popular ones are indicated on the Area Map in the Student Welcome Handbooks - these can be picked up in the lobby or requested from one of our ExitCertified staff.

How can someone reach me during class?

If someone should need to contact you while you are in class, please have them call the center telephone number and leave a message with the receptionist.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

Does ExitCertified deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

Does ExitCertified deliver group training?

Yes, we provide training for groups, individuals, and private on sites. View our group training page for more information.

I had a great experience using ExitCertified for one of my virtual training courses.

Good experience . have taken 3 course till date and each of them helped my career.

Good training. Please include more labs if you can for better hands-on experience.

Great learning center. My first online class experience -- went better than I anticipated.

Provided excellent instructor with a simple and effective online class room.

3 options available

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  • Mar 17, 2021 Mar 18, 2021 (2 days)
    Location
    iMVP
    Language
    English
    Time
    9:30AM 5:30PM EDT
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  • Apr 26, 2021 Apr 27, 2021 (2 days)
    Location
    iMVP
    Language
    English
    Time
    9:30AM 5:30PM EDT
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  • Jun 1, 2021 Jun 2, 2021 (2 days)
    Location
    iMVP
    Language
    English
    Time
    9:30AM 5:30PM EDT
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