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    Machine Learning: Beginner Reinforcement Learning in Python

    BY
    Udemy

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    Lavel

    Beginner

    Mode

    Online

    Fees

    ₹ 599 2499

    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
    ₹ 599  ₹2,499
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Introduction

    • Introduction to Machine Learning
    • Practise Activity: Machine Learning Quiz
    • Introduction to Reinforcement Learning
    • Practise Activity: Reinforcement Learning Quiz
    • The Game : Nchain
    • Practise Activity: Nchain Quiz
    • Reviewing your Practise Activity

    Creating your Agent and Environment

    • Windows: Google Colab
    • Mac/Linux: Installing Python, Sublime and the Terminal
    • Mac/Linux: Installing the Open AI gym
    • Coding: Random Exploration
    • Coding: Refactoring to a Class
    • Coding: Reward Table
    • Coding: Choose the Highest Reward

    Q Learning

    • Introduction to Discounting
    • Practise Activity: Discounting Quiz
    • Introduction to 
    • Coding: Q Learning in Practise
    • Coding: More Games
    • Graphing the Results

    Neural Networks

    • Introduction to Neural Networks
    • Neural Networks Explained
    • Practise Activity: Neural Networks Quiz
    • Introduction to Keras and Tensorflow

    Deep Q Learning

    • Introduction to Deep Q Learning
    • Coding: Creating a Neural Network Class
    • Coding: Deep Q Learning in Practise
    • Conclusion
    • Where to learn more

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