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    Artificial Intelligence 2.0: AI, Python, DRL + ChatGPT Prize

    BY
    Udemy

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    Mode

    Online

    Fees

    ₹ 499 3499

    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  ₹3,499
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Part 1 - Fundamentals

    • Welcome
    • Some Resources Before We Start
    • Bonus: Learning Path
    • Q-Learning
    • Deep Q-Learning
    • Policy Gradient
    • Actor-Critic
    • Taxonomy Of Ai Models
    • Bonus: 5 Advantages Of Drl
    • Bonus: Rl Algorithms Map
    • Get The Materials

    Part 2 - Twin Delayed Ddpg Theory

    • Introduction And Initialization
    • The Q-Learning Part
    • The Policy Learning Part
    • The Whole Training Process

    Part 3 - Twin Delayed Ddpg Implementation

    • The Whole Code Folder Of The Course With All The Implementations
    • Beginning
    • Implementation - Step 1
    • Implementation - Step 2
    • Implementation - Step 3
    • Implementation - Step 4
    • Implementation - Step 5
    • Implementation - Step 6
    • Implementation - Step 7
    • Implementation - Step 8
    • Implementation - Step 9
    • Implementation - Step 10
    • Implementation - Step 11
    • Implementation - Step 12
    • Implementation - Step 13
    • Implementation - Step 14
    • Implementation - Step 15
    • Implementation - Step 16
    • Implementation - Step 17
    • Implementation - Step 18
    • Implementation - Step 19
    • Implementation - Step 20

    The Final Demo!

    • Demo - Training
    • Demo - Inference

    Annex 1 - Artificial Neural Networks

    • Plan Of Attack
    • The Neuron
    • The Activation Function
    • How Do Neural Networks Work?
    • How Do Neural Networks Learn?
    • Gradient Descent
    • Stochastic Gradient Descent
    • Backpropagation

    Annex 2 - Q-Learning

    • Plan Of Attack
    • What Is Reinforcement Learning?
    • The Bellman Equation
    • The Plan
    • Markov Decision Process
    • Policy Vs Plan
    • Living Penalty
    • Q-Learning Intuition
    • Temporal Difference
    • Q-Learning Visualization

    Annex 3 - Deep Q-Learning

    • Plan Of Attack
    • Deep Q-Learning Intuition - Step 1
    • Deep Q-Learning Intuition - Step 2
    • Experience Replay
    • Action Selection Policies

    Bonus Lectures

    • Your Special Bonus

    Instructors

    Mr Hadelin de Ponteves

    Mr Hadelin de Ponteves
    Co-founder
    Udemy

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