Deep learning online course from Andrew Ng.
- 01 Neural Networks and Deep Learning
- Python Basics with numpy (optional) jupyter notebook
- Logistic Regression with a Neural Network mindset jupyter notebook
- Planar data classification with a hidden layer jupyter notebook
- Building your Deep Neural Network: Step by Step jupyter notebook
- Deep Neural Network - Application jupyter notebook
- 02 Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
- Initialization jupyter notebook
- Regularization jupyter notebook
- Gradient Checking jupyter notebook
- Optimization jupyter notebook
- Tensorflow jupyter notebook
- Convolutional Neural Networks
- Convolutional Model: step by step jupyter notebook
- Convolutional Model: application jupyter notebook
- Keras Tutorial (not graded) jupyter notebook
- Residual Networks jupyter notebook
- Car detection with YOLO jupyter notebook
- Art generation with Neural Style Transfer jupyter notebook
- Face Recognition jupyter notebook
- Sequence Models
- Building a recurrent neural network - step by step jupyter notebook
- Dinosaur Island - Character-Level Language Modeling jupyter notebook
- Jazz improvisation with LSTM jupyter notebook
- Operations on word vectors - Debiasing jupyter notebook
- Emojify jupyter notebook
- Neural Machine Translation with Attention jupyter notebook
- Trigger word detection jupyter notebook