2. Topics to Discuss
R Definition
Matlab Definition
Comparison Between R vs Matlab
Classes and Objects
Installation
Usage
Learning Curve
Preferred Language
Add-on Products
Cost
Performance
Support and Documentation
Machine Learning
Visualization
Conclusion
3. Overview
Are you a statistics students and looking
for the best answer on the comparison
between R vs Matlab? If yes, then this
blog is for you. Here we are going to
share with you the in-depth comparison
between R vs Matlab. Before we are
getting started with a comprehensive
comparison between these two
languages. We have to start from the
basics, let’s start with the description of
R as well as Matlab. Here we go:-
4. R is one of the most popular open-
source programming languages. It is
widely used for statistical computing and
graphics. R includes various libraries to
implement a wide variety of statistical
and graphical techniques.These
techniques include machine learning
algorithms, clustering, time-series
analysis, and many more. The best part
of R is it allows you to do a lot more than
any other programming language.
R Programming
•DEFINITION
5. Matlab stands for the matrix laboratory.
It was developed by MathWorks
company. It is a multi-paradigm
numerical computing environment as
well as the exclusive programming
language. Matlab is dedicated to
mathematical and technical computing.
Therefore it is widely used by engineers
and scientists.As the name defines that
Matlab allows us to perform various
functionalities like matrix manipulation.
Matlab
•DEFINITION
6. Both R and Matlab are object-oriented
programming languages. But the only
difference between Matlab vs R is the
class. In Matlab class is defined as a
folder or directory of functions. These
functions are used to work with the
object of the class. On the other hand,
R offer packages for defining the
class.
Classes and
Objects
7. Matlab doesn’t allow you to run the
same licensed version on the different
operating system. Because Matlab
comes with the restriction of one
software installation on one PC
only.You can’t install the same
licensed version on different PC.
On the other hand, R can run on any
operating system because it is an
open-source programming language.
R does not have any licensed version.
Installation
8. Matlab is used for various
mathematics aspects such as
calculus, plotting graphs and many
more. On the other hand, R is used to
solve the statistics problems. For this
R offers the various prepackaged
programs. These programs help to
solve analytical problems. R is more
potent than Matlab to solve analytical
problems.
Usage
9. Matlab is easy to use programming
language. It is quite easy to learn
because of its toolboxes. The Matlab
toolbox performs various
functionalities in Matlab. On the other
hand, R is quite tricky for the newbies
in programming languages.The
reason is R uses the programming
syntax. In other words, if you want to
perform some function in R, then you
have to use the syntax of R.
Learning Curve
10. The experts preferred Matlab for many
universities for engineering and math
students. On the other hand, R is the
preferred language to perform the
data analysis by most of the
industries.
Preferred
Language
11. Matlab is a licensed product; thus, it
offers lots of add-on products. These
add-ons are used to perform various
tasks in Matlab. On the other hand, R
doesn’t have any add-ons to perform
some functions. Besides, R does have
a lot of packages. These packages are
used to perform various tasks in the
program.
Add-on Products
12. If we talk about the cost of both of
these programming languages, then R
is leading that comparison. Because R
is an open-source product. Therefore
you need to pay anything to use R
programming languages. It is
completely free for everyone.On the
other hand, MATLAB is a licensed
product; therefore, you need to pay
some amount to use this language.
Apart from that Matlab licence also
varies as per the type of Matlab
software.
Cost
13. If we talk about the cost of both of
these programming languages, then R
is leading that comparison. Because R
is an open-source product. Therefore
you need to pay anything to use R
programming languages. It is
completely free for everyone.On the
other hand, MATLAB is a licensed
product; therefore, you need to pay
some amount to use this language.
Apart from that Matlab licence also
varies as per the type of Matlab
software.
Cost
14. Matlab is faster to perform most of
the task, likewise the technical
computing tasks, statistics and
machine learning. On the other hand, if
the R developer is proficient enough,
then they can achieve the same
results in R faster than Matlab.
Performance
15. R is an open-source programming
language. Thus, you may not get the
official support and documentation of
the R language.
On the other hand, you will get the
proper documentation of Matlab from
MathsWorks. You can access the
Matlab documentation anytime, and it
includes hundreds of examples that
will help you to learn.
Support and
Documentation
16. For machine learning, R has extensive
library sets. On the other hand, Matlab
has statistics and machine learning
toolbox
.These toolboxes are quite helpful to
explore data, select features,
validation schemes and many more.
Now it depends up to you that what
you want to achieve using machine
learning.
Machine Learning
17. For data visualization, R offers four
different graphics implementations.
These implementations are the Base
graphics, Grid graphics, Lattice
graphics, and Ggplot2.
On the other hand, Matlab offers the
2D and 3D plotting functions to
provide the graphical user interface.
You can also use the customized plot
in Matlab with the help of some
programming.
Visualization
18. Conclusion
Now we have gone through the in-depth
comparison between R vs Matlab. For
education, Matlab has a little advantage
over R., But if we compare them based
on job analysis, then R has a slight edge
over Matlab.R is an open-source
programming language. Thus you can
showcase your expertise by providing
the code to help other R developers. R is
also quite helpful for those who are
looking to get into the world of data
science. Get the best statistics
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