Why is Python the Best-Suited Programming Language for AI & Machine Learning?
The present 21st century is being termed as the age of Big Data and is being dominated by data analytical technologies like Data Science, Artificial Intelligence, Machine Learning and Deep Learning technologies. The rapid advancements in these technologies are impacting the world at large across different verticals. Today, we can see the applications of these technologies in every industry from IT, Software, Banking, Ecommerce to Healthcare, Automobile, Travel, Telecom, Defence and more.
The smart applications of Artificial Intelligence & Machine Learning-based projects have become an integral part of our everyday life and business activities. We want better personalization, smarter recommendations, and improved search functionality. We want our devices to execute tasks with voice commands & AI & Machine Learning are the perfect solutions in this regard. The rapid advancements in Artificial intelligence are creating value across many industries.
Now, speaking of Artificial Intelligence & Machine Learning technologies, one common question that strikes peoples’ mind is what programming language is used for AI and why? Let’s find out the answer to this question.
Programming Language for Artificial Intelligence:
To develop any software or a product that is powered by Artificial Intelligence, the use of a programming language that is stable, flexible, and has tools available becomes very crucial. There’s no other language other than Python that best meets the given criteria & this is one of the prominent reasons why we see lots of Python-based AI projects today.
Python has numerous benefits when it comes to developing AI or Machine Learning algorithms. Python is quite easy to use and a consistent programming language. Python has access to numerous libraries, packages, and frameworks that support the development of AI and Machine Learning (ML) applications or software solutions. Python also has a wide community base and so the advancements in Python happen quite frequently.
Top Reasons Why Python is Best Fit for Artificial Intelligence & Machine Learning:
Simple and Consistent
Python has a simple coding syntax & also coding with Python is a lot of fun. As it is a well-known fact that most of the Machine Learning projects deals with many complex algorithms and versatile workflows stand behind Machine Learning and AI and so the easy-to-code & simplicity nature of Pythons helps in the development of reliable systems without much difficulty to focus on the technical nuances of the language.
Extensive Libraries & Frameworks
Python has numerous libraries and frameworks that support the development of AI & Machine Learning solutions. Let’s look at some of the most prominent libraries that are available in Python
- Keras, TensorFlow, and Scikit-Learn for Machine Learning
- NumPy for high-performance scientific computing and data analysis
- SciPy for advanced computing
- Pandas for general-purpose data analysis
- Seaborn for Data Visualization
- Scikit-Learn features various classification, regression, and clustering algorithms
Platform Independent Language
One of the best features of Python is that it is a Platform independent language which means developers can implement things on one machine and use them on another machine without the need to implement any changes.
Large Community Base
Python has a large community base that supports frequent updates in its, libraries, packages and frameworks. more applications forums and an active exchange of experience related to machine learning solutions. For any task you may have, the chance is pretty high that someone else out there has dealt with the same problem.
Python has several thousands of custom built packages such as Numpy, Scipy, Matplotlib, & these packages can help developers detect patterns in big sets of data.
Python is undoubtedly one of the most extensively used programming languages not just foray & Machine Learning but also for Data Science. Some of the benefits of using Python for Machine Learning and AI-based projects include simplicity and consistency, access to great libraries and frameworks. Being a platform independent, highly flexible, and having a large community base, Python is undoubtedly the best-suited programming for Artificial Intelligence, Machine Learning & Data Science.
Most of the expert Data Scientists, AI, and Machine Learning professionals believe that Python is a language that is well-suited for AI and Machine Learning. If you are curious about Learning Machine Learning with Python then look no further beyond Python with Machine Learning Training Program by AI Patasala.