Course curriculum

  • 1

    Introduction to Deep Learning & Neural Networks

    • Introduction to Deep Learning & Neural Networks
  • 2

    Multi-layered Neural Networks

    • Multi-layered Neural Networks
  • 3

    Training of neural networks

    • Training of neural networks
  • 4

    Deep Learning Libraries

    • Deep Learning Libraries
  • 5

    Keras API

    • Keras API
  • 6

    TFLearn API for TensorFLow

    • TFLearn API for TensorFLow
  • 7

    DNN: Deep Neural Networks

    • DNN: Deep Neural Networks
  • 8

    CNN: Convolutional Neural Networks

    • CNN: Convolutional Neural Networks
  • 9

    RNN: Recurrent Neural Networks and LSTM : Long Short Term Memory

    • RNN: Recurrent Neural Networks and LSTM : Long Short Term Memory
  • 10

    GPU in Deep Learning

    • GPU in Deep Learning
  • 11

    Autoencoders & Restricted Boltzmann Machine (RBM)

    • Autoencoders & Restricted Boltzmann Machine (RBM)