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    machine learning

    Section 1

    Introduction to Machine Learning

    Basics of Machine Learning
    Types of Machine Learning Algorithms
    Model Evaluation in Machine Learning

    Section 2

    Supervised Learning

    Overview of Supervised Learning
    Linear Regression in Supervised Learning
    Decision Trees and Random Forest in Supervised Learning

    Section 3

    Unsupervised Learning

    Introduction to Unsupervised Learning
    Clustering Algorithms in Unsupervised Learning
    Dimensionality Reduction in Unsupervised Learning
    ;

    Unit 1 • Chapter 3

    Model Evaluation in Machine Learning

    Summary

    Concept Check

    PreviousTypes of Machine Learning Algorithms