Deep Learning with Python

List of Figures

Chapter 1. What is deep learning?

Figure 1.1. Artificial intelligence, machine learning, and deep learning

Figure 1.2. Machine learning: a new programming paradigm

Figure 1.3. Some sample data

Figure 1.4. Coordinate change

Figure 1.5. A deep neural network for digit classification

Figure 1.6. Deep representations learned by a digit-classification model

Figure 1.7. A neural network is parameterized by its weights.

Figure 1.8. A loss function measures the quality of the network’s output.

Figure 1.9. The loss score is used as a feedback signal to adjust the weights.

Figure 1.10. A decision boundary

Figure 1.11. A decision tree: the parameters that are learned are the questions about the data. A question could be, for instance, “Is ...