Advanced Data Preparation Using IBM SPSS Modeler (v18.1.1) SPVC

  • Tuition USD $350
  • Reviews star_rate star_rate star_rate star_rate star_half 1066 Ratings
  • Course Code 0E058G-SPVC
  • Duration 1 day
  • Available Formats Self Paced
This course is available in other formats
Instructor-Led Classroom & Virtual
Advanced Data Preparation Using IBM SPSS Modeler (v18.1.1) (0A058G)

This IBM Self-Paced Virtual Class (SPVC) includes:
- PDF course guide available to attendee during and after course
- Lab environment where students can work through demonstrations and exercises at their own pace

Contains PDF course guide, as well as a lab environment where students can work through demonstrations and exercises at their own pace.

This course covers advanced topics to aid in the preparation of data for a successful data science project. You will learn how to use functions, deal with missing values, use advanced field operations, handle sequence data, apply advanced sampling methods, and improve efficiency.

If you are enrolling in a Self Paced Virtual Classroom or Web Based Training course, before you enroll, please review the Self-Paced Virtual Classes and Web-Based Training Classes on our Terms and Conditions page, as well as the system requirements, to ensure that your system meets the minimum requirements for this course.

Skills Gained

Please refer to course overview

Who Can Benefit

This advanced course is intended for anyone who wants to become familiar with the full range of techniques available in IBM SPSS Modeler for data preparation.

Prerequisites

- Experience using IBM SPSS Modeler including familiarity with the Modeler environment, creating streams, reading data files, exploring data, setting the unit of analysis, combining datasets, deriving and reclassifying fields, and basic knowledge of modeling.
- Prior completion of the Introduction to IBM SPSS Modeler and Data Science course is recommended.

Course Details

Course Outline

1: Using functions to cleanse and enrich data
- Use date functions
- Use conversion functions
- Use string functions
- Use statistical functions
- Use missing value functions
2: Using additional field transformations
- Replace values with the Filler node
- Recode continuous fields with the Binning node
- Change a field- s distribution with the Transform node
3: Working with sequence data
- Use sequence functions
- Count an event across records
- Expand a continuous field into a series of continuous fields with the Restructure node
- Use geospatial and time data with the Space-Time-Boxes node
4: Sampling, partitioning and balancing data
- Draw simple and complex samples with the Sample node
- Create a training set and testing set with the Partition node
- Reduce or boost the number of records with the Balance node
5:  Improving 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.

The exit certified aws course provided a good introduction to the tools available on aws.

Very clear and concise course. It was worth attending to me and provided useful information I will use going forward.

I am impressed with the level of attention and swift support from ExitCertified. Great work

The course had a balanced structure with labs that helped supplement the learning material and it was incredibly beginner friendly.

The course material and instructor were very good. easy to follow, lab was setup nicely and was able to complete most of the lab material.
The Koretex App is absolute garbage and very cumbersome to use on a tablet/ipad. A PDF file would be 100 times better than that atrocious app.
As a recommendation this class should be 5 days instead of 4 as some chapters had to be rushed.

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