Let's evaluate our newly acquired knowledge by answering the following questions:

1. How does deep learning differ from machine learning?
2. What does the word deep mean in deep learning?
3. Why do we use the activation function?
4. Explain dying ReLU problem.
5. Define forward propagation.
6. What is back propagation?
7. Explain gradient checking.