This course presents advanced models to predict categorical and continuous targets. Before reviewing the models, data preparation issues are addressed such as partitioning, detecting anomalies, and balancing data. The participant is first introduced to a technique named PCA/Factor, to reduce the number of fields to a number of core fields, referred to as components or factors. The next units focus on supervised models, including Decision List, Support Vector Machines, Random Trees, and XGBoost. Methods are reviewed to combine supervised models and execute them in a single run, both for categorical and continuous targets.

Audience:

• Business Analysts
• Data Scientists
• Users of IBM SPSS Modeler responsible for building predictive models

Brand: DS&BA - SPSS

Event Number: 0A038G

Available Languages: Portuguese (Portugal),Thai (Thailand),Dutch (The Netherlands),Turkish (Turkey),Romanian (Romania),Czech (Czech Republic),Latvian (Latvia),Lithuanian (Lithuania),Norwegian (Bokml),Swedish (Sweden),Danish (Denmark),Hebrew (Israel),Arabic,Greek (Greece),Korean (Korea),Bulgarian (Bulgaria),Indonesian (Indonesia),Chinese (Traditional),English (Australia),Finnish (Finland),Bahasa Malaysia (Malaysia),Hungarian (Hungary),Croatian (Croatia),Slovak (Slovakia),Slovenian (Slovenia),Estonian (Estonia),Serbia

Subjects: Technical

Objectives:

Please refer to course overview

Course Detail:

Pre-Requisite Text:

• Familiarity with the IBM SPSS Modeler environment (creating, editing, opening, and saving streams).
• Familiarity with basic modeling techniques, either through completion of the courses Predictive Modeling for Categorical Targets Using IBM SPSS Modeler and/or Predictive Modeling for Continuous Targets Using IBM SPSS Modeler, or by experience with predictive models in IBM SPSS Modeler.

GTR Start Date / End Date Class ID Location Language Price Enroll
GTR:
Start Date / End Date:
08/30/2019 10:00 EST -
08/30/2019 18:00 EST
763993 Location: NA Virtual - ET Language: English (US) Price: $820.00 USD Enroll:

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GTR:
Start Date / End Date:
11/21/2019 10:00 EST -
11/21/2019 18:00 EST
763992 Location: NA Virtual - ET Language: English (US) Price: $820.00 USD Enroll:

To add to cart,
Log in here