Python vs MATLAB Which One is Better For Future

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Python vs MATLAB Which One is Better For Future
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Presentation outline
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Overview Python MATLAB Python vs
MATLAB Performance Benefits
Speed Machine Learning Learning
Curve Uses Cost Conclusion
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We all know that Python is getting popular in
almost every field of science and technology. It
is competing with most of the dominant
programming languages like Java, Kotlin, C, and
many more. Python is also getting popular in the
field of Big Data. But most of us still dont
know that Python is doing a neck to neck
competition with MATLAB. Yes, Python vs MATLAB is
becoming one of the significant search terms over
search engines. Because the students want to know
which one is better and why? Lets start with the
essential introduction to Python and MATLAB.
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Overview
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Python
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Python is one of the robust programming languages
in the world. Guido Van Rossum developed it in
1991, but it got famous after the development of
future technologies such as machine learning,
artificial intelligence, and Big Data.Python is
the most popular 4th gen high-level programming
language. It is interpreted as well as an
interactive programming language. Apart from
that, it is also an object-oriented programming
language like Java, Ruby, and PERL.It also offers
dynamic typing and provides automatic memory
management. Python is quite easy to use and
implement, which makes it one of the most
adorable languages among the programmers.
Python coding is just like plain English, and you
need not learn the complex syntax if you want to
code in Python.It is an open-source programming
language thus, you can use it for free. You can
also run it on any operating system. It comes
with a large number of libraries, lists, and
dictionaries, which is quite helpful for the
programmers.It also offers you to work with
different modules. Most of the companies are
using Python for various purposes, such as rapid
prototyping, Web scripting, XML processing, GUI
applications, etc.
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MATLAB
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Matlab is the abbreviation of Matrix Laboratory.
As the name suggests, it is developed to solve
math problems such as Linear Algebra. The first
release of MATLAB was in the year 1970s. MATLAB
is not a language itself, and it is a programming
interface. But most of the programmers considered
it as a programming language. Likewise, Python
is also a high-level programming language and
high-level scripting language. Most of the
companies are using it for technical computing.
MATLAB provides an excellent environment for
programming, computation, and visualization. If
you do have excellent command over mathematics,
then you can use MATLAB effectively to solve the
problems. Because most of the difficulties in
MATLAB are expressed in mathematical notations.
MATLAB is known for its toolboxes. It is quite
easy to use MATLAB all because of its great
toolbox. You can perform a variety of tasks using
its toolboxes such as control design, Image
processing, Digital signal processing, and many
more. MATLAB is not limited to a few
functionalities.
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Python vs MATLAB
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Python offers high-performance. It is quite easy
to use Python for linear algebra, graphics, and
statistics. Python offers optimized library
calls, which makes its performance slightly
better than MATLAB. On the other hand, if you
want to improve the MATLAB performance, then you
need to install, compile, and validate
developer-oriented add-ons in MATLAB.
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Performance
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Python offers extensive support libraries to the
programmers. It is an open-source programming
language thus, you can also found the online
community where you can share your problems with
other python developers. On the other hand,
MATLAB is a paid software. Here you can find the
forum and after sale support from the MATLAB
customer support.
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Benefits
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When we talk about the speed, then Python speed
is quite slower than MATLAB. Python is not
designed to provide faster speed. On the other
hand, MATLAB is specially designed to provide a
faster speed as compared with Python and its
competitors.
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Speed
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If we compare Python vs MATLAB machine learning
ability, then Python gets the slight edge over
MATLAB. It offers a variety of libraries and
packages that are compatible with machine
learning. On the other hand, MATLAB has limited
features for machine learning.
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Machine Learning
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As a fresher in the programming industry, it is
quite easy to start with Python. Python is one of
the simplest programming languages in the world.
But when we get to the peak of Python
programming, we might face some difficulty with
Python. But at the initial stage, it is quite
easy to learn Python. On the other hand, MATLAB
requires some training before using it. But after
getting the training, you can use it without any
hassle.
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Learning Curve
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Python is widely used to develop server-side web
applications. It is also used in artificial
intelligence and machine learning. Apart from
that, it is also becoming one of the crucial
parts of Big Data technologies. MATLAB is widely
used to solve technical computing problems,
mainly mathematical problems. It is widely used
for mathematics, engineering, and science
courses. Apart from the industries using it for
high-productivity research, analysis, and
development of the software.
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Uses
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Python is free to use for the programmers. You
can use it for free without paying a single
penny. All you need to do is download the Python
and use it on your system. On the other hand,
MATLAB is one of the most expensive software in
the world. You have to pay a huge amount of money
to use it on your system.
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Cost
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Conclusion
Now we have seen the in depth comparison between
MATLAB vs Python. Both Python and MATLAB have
some advantages and disadvantages. But both of
these languages are having great uses in the
current industries. If you want to make a career
in machine learning and artificial intelligence,
then you should use Python. On the other hand,
if you are going to make a career in image
processing and technical computing, then you
should go with MATLAB. Now its up to use the
pick the best one between Python vs MATLAB.
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