20. Outro

Great job completing the deep learning attention section!

You should have a greater idea about how information is represented in data and how you can programmatically represent the most important information in that data.

As you move on to the lesson about Image Captioning, please keep in mind the flexibility of an encoder and decoder model. The decoder portion is perhaps the most difficult as you have to decide how to embed image and word vectors into a shape that an LSTM can take as input and learn from. Good luck!