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Introduction to IBM SPSS Modeler and Data Science (v18.1.1)

  • Tuition USD $1,650
  • Reviews star_rate star_rate star_rate star_rate star_half 1527 Ratings
  • Course Code 0A008G
  • Duration 2 days
  • Available Formats Classroom, Virtual
0A008G - Introduction to IBM SPSS Modeler and Data Science (v18.1.1)

Course Eligible for IBM Digital Badge

This course is available in other formats
Self-Paced
Introduction to IBM SPSS Modeler and Data Science (v18.1.1) SPVC (0E008G-SPVC)

This 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 Gained

  • 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 Can Benefit

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

Prerequisites

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

Course Details

Course Outline

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
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
3. Introduction to data science using IBM SPSS Modeler
- Explain the basic framework of a data-science project
- Build a model
- Deploy a model
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
5. Understanding the data
- Audit the data
- Check for invalid values
- Take action for invalid values
- Define blanks
6. Setting the of analysis
- Remove duplicate records
- Aggregate records
- Expand a categorical field into a series of flag fields
- Transpose data
7. Integrating data
- Append records from multiple datasets
- Merge 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 types of models
- Use a supervised model
- Use a segmentation model

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.

We covered a lot of material in three days. This was a real crash course in different AWS Infrastructure.

Great first experience with ExitCertified. I look forward to many more trainings.

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

Ray is excellent instructor, very friendly & skilled.. the course is effective, interactive, lots of practice..

Sean was a fantastic instructor! He went beyond the material to help one understand!

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