Topics to Look For¶
- Hyperparameter search
- Train/dev/test sets
- Bias and variance
- Regularization
- Normalization
- Gradient checking
Resources¶
- DeepLearning.ai: Neural Networks and Deep Learning, Week 4, the one video on “Parameters vs Hyperparameters“.
- DeepLearning.ai: Improving Deep Neural Networks, Week 1, all videos (14 videos)