Hello and welcome back to the Machine Learning A-To-Z course.
Super excited to have you back here on board
for this new part on Natural Language processing.
In this quick tutorial, we'll go over what is coming up for us in terms of the
intuition of videos to better understand natural language processing.
So first thing that I wanted to mention is that the upcoming videos
that you will see are actually taken from a specialized course
that we have in the space of natural language processing.
It's called Deep Learning and NLP A to Z.
And why I'm saying that is you will hear references to things
like deep learning or sector set models and other things.
so I wanted to clarify what is important to us
in this specific part of the course and what needs to be disregarded.
So let's have a look.
in this section, here is what we'll be focusing on.
So we will have a tutorial on types of natural language processing.
So we'll discuss all different sorts of types.
And I think that's a great way to become aware of what exists
in the world of natural language processing,
even if it includes, the deep learning models
or even the more advanced sectors like model.
So you'll hear those terms.
but our focus
here will be on a different type of natural language processing.
Why don't we should we'll come up just now.
then you'll actually have a, we'll have a tutorial
on classical versus deep learning models.
and we'll discuss the differences between
them and a different kind of use case and some, some examples as well.
Again, to increase our awareness of the space of natural language processing.
And finally, we'll have a tutorial specifically dedicated
to the bag of words model.
So that is the main tutorial that we need to be, focusing on,
because that's the model that you will be building together
with and learn in the practical tutorials.
And we'll get the intuition behind Bag of Words in this, in this tutorial.
And just so that we're on the same page in
this, part or in this course, on machine learning, it's Z.
We're not going to be talking about the to six model or chatbots
or deep natural language processing.
Those are more advanced topics if you'd like to discover them and take
your natural language processing skills further after this section, of course,
you can always have a look, and we invite you to have a look at our,
course that was mentioned just before,
deep learning and natural language processing A to Z.
And you can find a lot of those things there.
But even these this awareness of natural language processing
and this bag of words modeling, the practical applications
that you'll be discussing with a lot is going to be a great start
into the world of NLP and will allow you to practice
certain skills of, pulling text apart and getting insights from text.
Very exciting tutorials coming up.
Can't wait for you to get started with this part of the course.
So without further ado, let's dive straight into it.
And until next time, happy analyzing!