 So welcome to week eight on autoencoders and GANs and as we had a very serious seven weeks so far Let's just have some fun there. The first one is GANs in German means goose but I will be talking about a Generative Adversial Networks, but still it's fun to know that it's the case and now once I told The TAS and specifically Richard about it. He pointed out that VAE means there is alas and Latin So well, let's start with a little recap from week seven. So what did we learn last week? We learned about Alex Knapp the beginning of the modern era of deep learning and we thought a lot about skip connections and of course about the other innovations of Alex Knapp Alex Knapp which is Which includes dropout and reload we saw a lot of great application of confnets For example, we learned about face net and we learned a lot about domain attiptation And while we use it so much when we do actual deep learning and we pundit about lifelong slash continue learning As an important area for future development in deep learning So now let us talk a little about last week Talk with your part about what you learned last week what you're still hoping to learn and what was most surprising. It's time for discussion