Must-Read Tutorial to Learn Sequence Modeling (deeplearning.ai Course #5)
Introduction
The ability to predict what comes next in a sequence is fascinating. It’s one of the reasons I became interested in data science! Interestingly – human mind is really good at it, but that is not the case with machines. Given a mysterious plot in a book, the human brain will start creating outcomes. But, how to teach machines to do something similar?
Thanks to Deep Learning – we can do lot more today than what was possible a few years back. The ability to work with sequence data, like music lyrics, sentence translation, understanding reviews or building chatbots – all this is now possible thanks to sequence modeling.
And that’s what we will learn in this article. Since this is part of our deeplearning.ai specialization series, I expect that the reader will be aware of certain concepts. In case you haven’t yet gone through the previous articles or just need a quick refresher, here are the links:
In this final part, we will see how sequence models can be applied in different