Python is a very popular language in data mining and machine learning. It is a dynamic, portable, extensible, and embeddable interpreted programming language with simple and beautiful syntax, powerful functions, and a wide range of applications. The rapid development of artificial intelligence has made Python the new darling in the AI era. As the closest language to artificial intelligence, Python has attracted more and more attention. Python has gradually taken root and grown in many fields such as web crawling, data analysis, AI, machine learning, web development, finance, operation and maintenance, and testing. It has a powerful and complete third-party library. To fully understand the advantages of Python over other languages, we will compare Python with the most popular web technologies.
Difference between Python and PHP
From a development perspective, PHP is a Web-oriented language. Its application is more like a set of separate scripts or even just a single entry point. In comparison, Python is a multi-purpose language that can also be used for web development. A Python-based web application is a complete application loaded into memory, with its own content declaration, and saves all queries and requests.
Difference between Python and Java
Java language is a strictly typed language, which means that variable names must be declared explicitly. In contrast, dynamically typed Python does not need to declare variables. There are many debates about dynamic and static typing in programming languages. Still, one thing should be noted: Python is a powerful language with a simple syntax that can provide excellent solutions by writing scripts and be quickly deployed in various fields.
However, the portability of Java also comes at a price. To use Java, you need to buy a larger machine, consume more memory, and the program is more challenging to develop. Java is a more complicated language than Python, and it is not easy for people without a technical background to learn it.
Difference between Python and C#
Python was initially designed to be similar to the expression in English. If you use the appropriate variable names, many expressions are easy to read. In addition, due to the simple syntax of Python, there are no syntactic brackets and a large number of modifiers, various C-like structures, and different initialization variables, so the code written in Python is easy to read and learn.
At the same time, C# has inherited a lot of C-like syntax from C++ and Java. More importantly, C# syntax requires us to follow specific rules to write our own methods or inherited classes, accompanied by another series of modifications. Words and one more thing that must not be forgotten is to put the code segment in parentheses.
Difference between Python and Ruby
Ruby and Python are both object-oriented languages; both languages are dynamic and flexible. The main difference between these is the way they solve the problem. Ruby provides different methods, while Python generally has only one. This fact is both an advantage and a disadvantage.
The most popular Ruby framework is Ruby on rails. It is very similar to Django because both frameworks are designed to solve the same task. If we compare the communities of these technologies, we will find that they are almost the same, but the people who form these groups are different.
Remember, when you develop a Web application, you can do it with RoR or Django, which are fast and efficient. If you develop applications that focus on many calculations and data processing, you should choose Python.
Many giant companies such as Google, Yandex, Dropbox, Mozilla, Microsoft (used in Visual Studio), Intel, and many other companies. Together with many other companies, they have used Python to create the world’s largest and most popular projects.