The Power of Deep Learning

The power of deep learning has really enabled us to now so much better predictive models when it comes to areas like images and video. But on the other hand, it hasn't overtaken everything. One of the things i often teach folks to do is we often start with a very simple model, then go to a more complex model. And you'll find many papers set or nowadays, you will find many papers that complete all the tasks. The way we incote this into a graph is we treat each sentence as a note in the graph, and then it's just a fully connected graph.