Various concepts of neural networks applied in python (numpy) to help people get started with AI.
- Logistic Regression.
- Logistic Regression With Regularization.
- Simple Neural Network.
- Neural Network With Mini Batches.
- Neural Network With Regularization.
- Neural Network With Gradient Check.
- Neural Network With Dropout.
- Neural Network With Batch Norm.
- Neural Network With Optimization Algorithms (Momentum , RMSProp , Adam).