Python For Scientific Computing: Everything You Need To Know

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Python is the most talked about programming language in today’s world. Guido van Rossum, in the year 1991, created this language. Python is a high-level dynamic programming language for scientific computing. It is easy to learn, can run on any platform, is free to use, can execute line by line, has significantly rich library support, and is extensible and robust.

Python for scientific computing

It is an object-oriented programming preferably designed for fast prototyping of complex applications. Many large multinational companies use this programming language, including Google, NASA, YouTube, BitTorrent, Amazon, Microsoft, and many more. 


Why Learn Python Programming?

Python programming has widespread usage in Natural language, Artificial Intelligence, and other fields of Computer Science. It is helpful for the development of web and software, mathematics, and system scripting. Python is commonly beneficial in Graphic design, image processing, scientific computing, and games. 

On a brighter note, it is the most demanded language today, with substantial job opportunities for candidates knowing this programming language. 


  • It provides rich data types and is much easier syntax than other programming language. 
  • It is independent of the platform with access to the operating system.
  • It is more flexible than a different programming language. 
  • It includes basic text manipulation
  • Users can compile Python to byte-code in case of building more extensive applications. 
  • There is no compilation step, so editing, debugging, and testing are fast.

Python Vs. Other Programming Languages 

Python is one of the most popular languages of all the other programming languages. Programmers use a total of six languages for developing web and desktop applications. That is why one must compare Python with different languages, i.e., JAVA, Perl, TCL, RUBY, PHP, and C++, to pick the correct terminology for the projects. 

Python vs other programming languages

Python Vs. JAVA

  • Python is, however, expected to run slower than JAVA, but compared to JAVA, it takes less time to develop
  • Python is shorter than JAVA programs because of its high-level data types and dynamic typing

Python Vs. Perl

People consider Python and Perl the same in many ways; however, Perl supports tasks like generating a report, scanning a file, and many more. On the other hand, Python supports programming procedure like structuring data design and OOPs programming for those programmers who makes language to clear code. 

Tcl Vs. Python

  •     Tcl is a freestanding programming language. It is considered weak in data structure comparatively.
  •     As compared to Python, it is slower in performing code. 

Python Vs. PHP

  • PHP has syntax from C/C++ and also of Perl; however, Python has easier and clear read code.
  • PHP has a class-based SPL, while in Python, classes are used substantially in the standard library. 
  • Exception handling is used in Python, not PHP while reporting errors.
  • PHP has built-in development features; in Python, it is provided by an add-on.

RUBY Vs. Python

  • Compared to Python, Ruby has poor data structures, namespace, internal functions, and module usage.
  • Ruby does not support multiple inheritances, while Python does. 
  • Python uses the white space to close its scopes while ‘’end” or ‘’}’’ is ued in RUBY.
  • Python is used for scientific and academic programming, and RUBY is for functional programming and development of the web. 

Python Vs. C++

  • Programming language like C or C++ are larger than Python code
  • C++ is statically typed while Python is a dynamically typed programming language. 

Python Vs. JavaScript 

JavaScript uses blocks of code and brackets, while Python, on the other hand, uses whitespace and indentation. 

Scope Of Python

Today Python is the most promising career in industry and technologies. More and More opportunities for candidates are increasing in the world today. Top multinational companies are in the python language due to its more shortcodes and readability capacity. Candidates interested in Python are growing daily due to its progressive ideas and success. 

Scope In Python

IT companies are still expecting more developers for their respective companies due to their competitive advantage. Candidates before do not prefer Python to be their career, but the demand for python developers has increased. 

The most trending job roles are data science and data analysis, with promising pay in large companies. Some job profiles are Software developer, DevOps Engineer, Research Analyst, and Data Analyst/Scientist. 

One must have a strong base in programming; also, as a fresher, one can earn around 4 to 5 lakh per annum


In the commercial world, Python is a real-world programming language for scientific computing containing libraries and is easy and quick to learn. It is the fastest-growing language. One can also become a part of the trending technologies by choosing Python as a career path. If we want to deliver exceptional results, we must learn Python. 

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