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Introduction to Deep Learning Models

Table of contents

  • Part 1

    Prepare to Train a Deep Learning Model

    • 1

      Understand Deep Learning

    • 2

      Discover Your Deep Learning Mission

    • 3

      Set up Your Work Station

  • Part 2

    Train Simple Deep Learning Models

    • 1

      Train One Neuron

    • 2

      Train a Small Neural Network

    • 3

      Train a Neural Network with Multiple Output Neurons

    • 4

      Train a Deeper Fully Connected Neural Network

    • Quiz: Train a Basic Deep Learning Model

  • Part 3

    Train Advanced Deep Learning Models

    • 1

      Understand How Convolutional Neural Networks Work

    • 2

      Build Your First Convolutional Neural Network

    • 3

      Understand How Recurrent Neural Networks Work

    • 4

      Build Your First Recurrent Neural Network

    • 5

      Bonus!

    • Quiz: Train Advanced Deep Learning Models

Table of contents

  • Part 1

    Prepare to Train a Deep Learning Model

    • 1

      Understand Deep Learning

    • 2

      Discover Your Deep Learning Mission

    • 3

      Set up Your Work Station

  • Part 2

    Train Simple Deep Learning Models

    • 1

      Train One Neuron

    • 2

      Train a Small Neural Network

    • 3

      Train a Neural Network with Multiple Output Neurons

    • 4

      Train a Deeper Fully Connected Neural Network

    • Quiz: Train a Basic Deep Learning Model

  • Part 3

    Train Advanced Deep Learning Models

    • 1

      Understand How Convolutional Neural Networks Work

    • 2

      Build Your First Convolutional Neural Network

    • 3

      Understand How Recurrent Neural Networks Work

    • 4

      Build Your First Recurrent Neural Network

    • 5

      Bonus!

    • Quiz: Train Advanced Deep Learning Models

Train Advanced Deep Learning Models

Test your knowledge!

Create an account for free or log in to take this course and complete this quiz.
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Question 1

Question 2