Hello, guys, and welcome back to the class of our course of all the complete introduction to data
science with Python, something now we talked about some tools that we can use with Python to be able
to perform data analysis.
So we talked about numbers that are specialized in mathematics and to do some really complex operations.
And we talked as well about pendas that is specialized in data analysis.
We are going to talk about Skype that works pretty much with numpties.
So basically it works with it integrates no operations and it will help.
Well, it will allow us to make some complex operations to be able to perform data analysis as well.
So basically, let's start and try to understand what exactly is right.
So this guy is like any other tool that we talked about in this class and we'll talk about in this class,
if it's a Python library, what is cool about it is that it's open source once again, as the other
libraries that we are talking about, it's open source.
So it costs nothing and it's built up by the community, which is pretty cool.
So it works with a little more mathematical functions.
As I said a little bit before, basically, it used a lot of operations and it works really with no
right to allow some more operations.
And it comes with many modules for commonly used tasks in scientific programming.
So basically, we're going to talk about some of those modules and we are going to talk about some example
of modules that can be used in Skype because there is a lot of them.
And what this is what make makes Skype really a powerful tool if you guys want to use it for data analysis.
All right.
So Skype, which versus.
So what is the difference between Skype and No.
So what is really important to understand is that that number is really for basic operations, such
as sorting, indexing and some other elementary functions.
So if we are to really understand the difference between those two, we can say that number is basically
four basic operations, like I said.
And Skype contains all the algebraic functions, some of which are there in numbers to some extent and
not in flagrant forms.
So basically, this would be the main difference between No.8 and Skype.
What are the advantages of using Skype?
So as I said a little bit before that one of the first advantages of using Skype is that it's open source.
So basically the fact that it's free, it's way better to use it.
And also, for example, to compare it to math, matlab or any other programs such as ACTTAB, for example,
Skype.
Well, it's open source.
So basically, just with this, it starts systematically with an advantage.
And also it's as powerful as those tools.
There is a high level of commands to manipulate and visualize data, which is also really cool.
So basically there is a lot of commands that you guys can use and it's you will be able to visualize
your data.
It's powerful and, well, powerful and interactive sessions with Python.
What does it mean?
It means simply that it works perfectly with Python.
So basically, what the python programming language, it works really smoothly and it's not complicated
at all to use.
Well, you need to understand programming, but once you understand the concepts and the logic behind
it, you see it's like any other tool that we talked about before.
It's not really complicated to understand.
And finally, it's easy and fast.
So basically easy.
Maybe not.
If you're a beginner, you need to understand.
I said the logic behind programming, all everything that is that could well be that you need to understand
all the programming mindset.
And once you get it, well, you'll see it's not that hard to understand.
All right.
So right now, let's talk about some of the sub packages of Skype, because there is a lot of them.
So basically the first one will be the Closter or here a SQL cluster clustering.
We have the constant, which is the physical concept and factor are of conversion.
We have the F F the triple F back, which is the algorithm for discrete.
We transform, we have integrate, which is the routine for the miracle integration, the interpolate.
So the tools for interpellation are you which is the input and output tools for data.
Lynn.
Now LG, which is the routine for linear algebra and many others.
So I'm not going to cite them all because well it's going to be really long because there's a lot of
them.
But those are pretty interesting and that works well, are really useful in the case that you guys want
to make some data analysis.
So basically the modules are well, there are plenty of modules that could be for example, we have
linear algebra integration, ordinary differential equations solving and many more.
So basically there is a lot of modules that are integrated with Skype.
So basically it allows us to make really advanced mathematics, which can be a really good thing when
we know the data analysis and data science is really something that requires a lot of mathematics.
So if you guys have a little introduction to Skype once again in the future, in the next few classes,
we're going to talk about a little bit more in depth about the Skype.
And we are going to use this to to resolve some well, some some real problems.
And we are going to learn some operations that are really popular with this.
So that's a first class guys.
And open our next class.