Why Python is The Best Programming Language for Machine Learning?
The Future holds the power of Machine learning and Artificial Intelligence. obviously we all want a smart system like smart recommendation system, Google Assistant, Alexa and so many other stuff that makes our life much easier. Nowadays our applications have the capability to hear and respond like humans. that’s what AI has brought to us.
Why Python Is The Best Suited Language for Artificial Intelligence or Machine Learning?
Python provides code that is both concise and readable. Machine learning and AI are based on complex algorithms and flexible workflows, but Python’s simplicity allows developers to write reliable systems. Instead of focusing on the technical nuances of the language, developers can devote all of their attention to solving an ML problem.
Python is also appealing to many developers because it is simple to learn. Humans can understand Python code, making it easier to create machine learning models.
Richer Library Collection in Python
Implementing AI and machine learning algorithms can be difficult and time-consuming. To enable developers to come up with the best coding solutions, it’s critical to have a well-structured and well-tested environment.
Python frameworks and libraries are used by programmers to reduce development time. A software library is a collection of pre-written code that programmers can use to solve common programming challenges. Python has a large set of libraries for artificial intelligence and machine learning thanks to its rich technology stack. Here are a few examples:
-> Seaborn and Matplotlib for data visualization
-> Numpy and Scipy for Advanced Computing
-> Keras, TensorFlow, Fast.AI and Py Torch for Machine Learning or AI model development.
Community Support of Python
Python was one of the top five most popular programming languages in Stack Overflow’s Developer Survey 2020, which means you can find and hire a development company with the necessary skill set to build your AI-based project.
Python is widely used for web development, according to the Python Developers Survey 2020. Web development appears to be the most popular, accounting for over 26% of the use cases in the graph below. When data science and machine learning are combined, they account for a staggering 27% of the market.
SOURCE: JETBRAINS.COM
Python, The Best Language for AI Development:
Nowadays all product owners has the requirement to develop the smart systems like recommendation system, personal assistant and fraud detection. For all these a lot more improvements are required as part of the algorithms. As python as really good community support, richer library collection for AI, easy to learn. So all these points makes python best programming language to learn.
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