/Deep-Learning

Deep Learning by Andrew Ng

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

  1. Python Basics with Numpy
  2. Logistic Regression with a Neural Network mindset
  3. Planar data classification with one hidden layer
  4. Building your Deep Neural Network
  5. Deep Neural Network for Image Classification - Application
  6. Initialization
  7. Regularization
  8. Gradient Checking
  9. Optimization Methods
  10. TensorFlow Tutorial
  11. Convolutional Neural Networks - Step by Step
  12. Convolutional Neural Networks - Application
  13. Keras tutorial - the Happy House
  14. Residual Networks
  15. Autonomous driving - Car detection
  16. Neural Style Transfer
  17. Face Recognition for the Happy House