Welcome back. One of the most fun applications
of sequence models, is that they can read
the body of text, so train on the
certain body of text, and then generate or
synthesize new texts, that sounds like it was written by similar author
or set of authors. It's like, so one of the things that we're
going to do in this week. In the courses,
we're going to take a body of work from Shakespeare, and Shakespeare as
a medieval English author, and so he wrote in a different style of English
than we're used to reading, and it makes for
a really interesting exercise in text generation, because if you're
not familiar with like Shakespearean language
and how it is done, then the language is actually generated by the neural network, will probably look a lot
like the original one, probably, if you lived in the 1600's when Shakespeare
was around, you'd be able to identify as being generated by
a neural network, but for us now with this slightly different
version of England, it actually makes for
a really fun scenario. There's a really fun application
in neural network, and one of my favorite
teachers in high school, was actually my English teacher that made me memorize
a lot of Shakespeare. I really wonder what she
would think of this. Yes, I had exactly the same. I played Henry the
fourth in high school. So I even, I know you all
and well awhile uphold this unyoked humor of your idol
Ray, I even remember. I can't talk that. So to do
all this fun stuff yourself, let's go into this week's videos.