How Python is Best Fit for Artificial Intelligence in Web Development?
Whether it’s a MNC or any start-up, Python offers huge list of benefits to everyone. As the Python is becoming as one of the most popular and complex processes like Machine Learning (ML), Artificial Learning (AI), etc. is also becoming inevitable. Python, contains many built-in libraries which are of Machine learning and Artificial learning. This is making Python more demanding. In today’s scenario, they are so many web development companies that tend to use Python as it is easy and powerful as well in AI in web development.
As per GitHub Platform, Python is overtaking Java and making Java as the second most commonly used programming language, with pull request raised to about 40% in 2017 than in 2016. As reported by Stack Overflow, Python is one of the commonly used programming language and its usage number is touching to 38.8% of its total users. Also, a survey conducted on this usage showed that python is overtaking C# too in 2019 which has already surpassed PHP in 2017.
As per builtwith.com, for implementing AI and ML, 45% of the tech companies are preferring to use Python. Some of the popular sites like W3Tech: Ubuntu.com, Blogspot.com, Fazenda.gov.br, Bankersadda.com, etc use Python. Also, As per Statista, in 2019, the AI market globally is supposed to reach 7,35 billion US dollars approximately.
We need to accept the fact that the usage of AI is bringing a tremendous changes in various arenas like Banking, Healthcare, Agriculture, Education, Automotive, Marketing, Food and Beverage industry and E-commerce.
Now, let us look into the various reasons that supports the importance of Python in AI development projects
Though there are various algorithms involved in Artificial Intelligence (AI), the usage of python is more demanding because of the ease it provides in testing. Not only for testing, but also for writing and executing the codes, python is easy. With the fifth of the code, Python implements the same logic as compared to other competitive programming languages based on OOPS. This is primary reason for the selection of Python for various AI based projects. The need for hiring a web application development company which has expertise developers in AI and Python is becoming inevitable.
Python is one of the most demanded programming language for most of the developers. Many new developers are getting attracted towards learning Python. AI-based projects involves the participation of experienced developers, yet Python is a loving language that offers no problems. Python has become the current trend in the tech world as it has expanded libraries and also has improvements in language and source code. This makes it possible to hire python developers instead of multiprogramming developers.
The various libraries which are required for the artificial intelligence projects are contained by Python. For instance, for scientific computing, NumPy library, for machine learning, Pybrain library and Scipy for advanced computing. Other popular libraries which can be popularly used are AMMA and Norvig.
The best of these libraries is that it helps in saving the time of developers. So, one need not have the knowledge of libraries, rather they can just hire a Python developers.
Python web development offers flexibility as it offers the choice between scripting approach and OOPS approach. This what makes it suitable for any purpose. Also, it also serve best for joining different data structures and supports as a best background language. The best part of Python which is making it most liked by various developers is that majority of the codes in IDE is verified using Python.
With the help of Python, developers can provide an API from the existing programming language. It also has other advantages over others as it is independent of the platform. The application work can be made in different operating system by making small changes in the source code. This makes the developers save lot of time.
Developer’s community offers the best support to the python, an open source programming language. As there are so many resources available, a developer can solve any of the problem aroused during the development process.
Python Libraries suitable for AI implementation
Though Implementing Artificial Intelligence is difficult, it is becoming ease with the help of the Python. The various reason which account for it are shorter lines of codes, ease in writing the codes, availability of several built-in libraries.
If a you are not an expert in Python, then preferably hire an for getting the best of the best for the projects based on Python. Perhaps, it is ultimately the skill of the Python Developers rather than the programming language that matters a lot.