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    Machine Learning Random Forest Adaboost and Decision Tree

    BY
    Udemy

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    Mode

    Online

    Fees

    ₹ 499 1199

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 499  ₹1,199
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Introduction

    • Introduction
    • What is meant by learning part 1
    • What is meant by learning part 2
    • What is meant by learning part 3
    • Machine Learning Problems
    • Bias-Variance Trade-off

    Random Forests and Decision Trees

    • How Random Forests Work
    • How Decision Trees work
    • Decision Tree Algorithm
    • Decision Trees Demo
    • Random Forests in Depth
    • Real-Life Analogy and Feature Importance
    • Difference Between Random Forests and Decision Trees

    AdaBoost

    • What are Ensemble Methods
    • Implementing AdaBoost Classifier Part 1
    • Implementing AdaBoost Classifier Part 2
    • AdaBoost Algorithm
    • AdaBoost Efficiency
    • AdaBoost Demo 1
    • AdaBoost Demo 2
    • Bonus Video - Jupyter Notebook
    • Bonus Video- Jupyter Notebook 2

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