Introduction to multivariate analysis using Camo Analytics Unscrambler

Course Id:  MVA102   |   Duration:  2.00 day(s)   |   CEUs Awarded:  1.4   |   Level:  Introductory


Course Objective

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

    Course Overview

    During this training session you will learn about:

    • Principal component analysis
    • Outlier detection
    • Multivariate regression
    • Prediction using multivariate models
    • Model validation

    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.

    Prerequisites

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

    Class Schedule

    Class Agenda

    MVA102: Introduction to multivariate analysis using Camo Analytics Unscrambler

    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

    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.