Course curriculum

  • Getting Started

    • The Course Overview
    • Installing Tensor Flow
    • Simple Computations
    • Logistic Regression Model Building
    • Logistic Regression Training
    • Getting Started : Quiz

  • Deep Neural Networks

    • Deep Neural Networks
    • Single Hidden Layer Model
    • Single Hidden Layer Explained
    • Multiple Hidden Layer Model
    • Multiple Hidden Layer Results
    • Deep Neural Networks : Quiz

  • Convolutional Neural Networks

    • Convolutional Layer Motivation
    • Convolutional Layer Application
    • Pooling Layer Motivation
    • Pooling Layer Application
    • Deep CNN
    • Deeper CNN
    • Wrapping Up Deep CNN
    • Convolutional Neural Networks : Quiz

  • Recurrent Neural Networks

    • Introducing Recurrent Neural Networks
    • skflow
    • RNNs in skflow
    • Recurrent Neural Networks : Quiz

  • Wrapping Up

    • Research Evaluation
    • The Future of TensorFlow

  • End of Course Quiz

    • Deep Learning with TensorFlow : Final Quiz

  • End of Course Survey

    • End of Course Survey