Introduction to multivariate analysis using Unscrambler

Learn the basics of multivariate analysis while getting familiar with the Unscrambler application.

    Audience:

    Training Details

    • Course Id:

      MVA902

    • Duration:

      2 day(s)

    • CEUs Awarded:

      1.4

    • Level:

      Introductory

    Approach

    The virtual training will contain both theory and practical use of the methods with the following sessions:

    • Day 1: 2.5-hour lecture with the instructor to cover the theory
    • Hands-on training on your own, with online support from the trainer (We recommend setting aside 3-6 hours of your day to complete this task)
    • Day 2: 1-hour session with the instructor to discuss exercises and questions

    Hardware Requirements:
    • Windows computer with microphone and audio, and internet connection.

    Pre-requisites

    Prior experience with multivariate analysis or the Unscrambler software is not required.

    Agenda

    Class timings
    • Day 1: Live instructor led session starts @ 3:00 PM CET / 9:00 AM EST
    • Day 2: Live instructor led session starts @ 3:00 PM CET / 9:00 AM EST
    • Hands-on exercises are done by yourself between the two sessions. We recommend setting aside 3-6 hours of your day to complete this task.
    Agenda Topics
    • Introduction to Multivariate Analysis (MVA)
    • Principal Component Analysis (PCA)
    • Outlier detection
    • Multivariate regression
    • Prediction using multivariate models
    • Model validation

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    Aspen Technology, Inc. awards Continuing Education Units (CEUs) for training classes conducted by our organization. One CEU is granted for every 10 hours of class participation.