Course curriculum

    1. Introduction and Outline

    2. What is Deep Learning?

    3. How to use this Course

    4. Where to get the code and dataset

    5. Installing Python

    1. Neuron

    2. The Non-linearity

    3. Gradient Descent

    4. Backpropagation

    5. ANN in Practice

    1. What's wrong with ANNs

    2. Convolution Operator

    3. What are convolutional neural networks?

    4. Pooling

    5. CNN in Practice

    1. Why do we need recurrence

    2. What are Recurrent Neural Networks

    3. The LSTMs

    4. The Vanishing Gradient Problem

    5. Evaluating, Improving and Tuning the RNN

    6. Applications of LSTM in language modeling

    7. Building an LSTM for language modelling

    1. Thank You and Next Step !

About this course

  • $199.99
  • 23 lessons
  • 1 hour of video content