Practical Connection Paper

    Provide a reflection of at least 750 words (or 3 pages double spaced) of how the knowledge, skills, or theories of this course have been applied, or could be applied, in a practical manner to your current work environment. If you are not currently working, share times when you have or could observe these theories and knowledge could be applied to an employment opportunity in your field of study.

    NOTE: I have included the textbook and Table of Contents so you have an idea of the topics that were covered.

    Introduction
    Data
    Exploring Data
    Classification: Basic Concepts, Decision Trees, and Model Evaluation
    Classification: Alternative Techniques
    Association Analysis: Basic Concepts and Algorithms
    Association Analysis: Advanced Concepts
    Cluster Analysis: Basic Concepts and Algorithms
    Cluster Analysis: Additional Issues and Algorithms
    Anomaly Detection
    Appendices
    Linear Algebra
    Dimensionality Reduction: PCA, SVD, and More
    Probability and Statistics
    Regression

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