Why Python is the Best AI Programming Language

Hello Tech Lovers, Python has proven to be the most efficient programming language for Artificial intelligence and machine learning problems. Everyone wants to use Python for their AI and ML projects for various reasons. Today in this article we are going to discuss why python is the best ai programming language. The demand for Artificial intelligence and Machine learning is increasing with the passage of time and Programming Language plays a very important role in solutions to AI and ML problems.




Why Python is the Best AI Programming Language?

1- Great Library Ecosystem:

One of the main reasons to choose the python programming language for machine learning problems is the great library ecosystem of python. There are a number of libraries available in a python programming language that helps machine learning engineers to solve ai and ml problems. A library is a module or a group of modules that contain pre-written code from different sources. 


There are some amazing libraries that we use in Machine Learning and Artificial Intelligence. For example Scikit-Learn, Pandas, Keras, TensorFlow, MatPlotLib, etc.


2- A Low Entry Barrier:

The syntax of the Python programming language resembles the English language, so it is easy to learn python as compared to other programming languages. In Artificial intelligence and Machine learning projects, Data Scientists spend most of their time processing big data, so it is not good to waste time learning difficult programming languages. 


Python is very easy to learn for example we want to print a string on the screen we will just need one line of code in python to print the string but if we talk about other programming languages then we have to write a couple of lines of code only to print a single string.


3- Flexibility:

Python for Machine learning and artificial intelligence is the best choice because it is the most flexible programming language. Programmers can choose OOPs or Scripting while programming it is a choice in the python programming language. Python is also compatible with other programming languages we can use python with other programming languages to achieve our goals.


Python also allows developers to program in different programming styles to get their tasks done efficiently. Here is the list of some styles a developer can use:

  • Imperative Style
  • Procedural Style
  • The Functional Style
  • Object-Oriented Style

4- Popularity:

According to the research performed by Stack Overflow in 2020, Python is one of the top 5 most popular programming languages. Python is also the most commonly used programming language in web development Like Django and Flask frameworks of python for web backend development. As this is the era of artificial intelligence so we need to deploy our machine learning model on the web in this case I think Django is the best choice to develop the backend and deploy the model. 

5- Readability:

Python is a highly readable programming language so developers can understand the code easily. The syntax of python is easy and state forward, Unlike other programming languages it is not much complicated at all. Therefore if we talk about the use of the best ai programming language in ML/AI then developers can easily modify and write code for the complex models.


6- Amazing Visualization Options:

As we have already mentioned above that we have a number of pre-written libraries in python and some of them are amazing for visualization of the data. "MatPlotLib" is the best example of a library for Data Visualization. We can build graphs of the data with the help of MatPlotLib.

7- Less Coding:

Programming Language plays an important role in making the overall process easy. And is a very easy programming language. We have a lot of built-in libraries to use and achieve our goals. So, we don't do much coding because of pre-defined packages in Python.

8- Speed of Execution:

Have you ever trained any complex model? If yes, then you must know that the training model in machine learning especially in deep learning lasts for hours or even days. so this is a challenge for us to execute our process fast, in this scenario we have the best fast programming language which is python. Python is a highly readable programming language, formulas in python can be executed easily.

9- Platform Independence:

Python for Artificial Intelligence is Platform Independence. What we mean is that python for machine learning development is compatible with all platforms like Windows, Linux, etc. If we have written code for one platform then we can easily convert it for another platform easily by just modifying some lines of code. PyInstaller is a python library that helps us to convert code for one platform to another platform.

10- Community Support:

Community Support for a programming language is always very helpful for programmers. Python is an open-source programming language so there are a lot of resoouces available on the internet that we can use. 

Also, the python is very well documented, with almost everything available in the documentation. On python community platforms and forums programmers can discuss errors and find solutions.

Conclusion:

TechLovers we have discussed today why python is the best programming language for machine learning, and deep learning projects. Python is the best programming language, You can also use a python programming language in web development. Django is the most famous framework for web backend development. Thanks for reading this article. Keep visiting our blog, Thank You.

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