Can Rails Development Support Machine Learning Applications?
Ruby on Rails is a web development framework that enables building world-class web applications. It is a good framework for startups to build MVP and market the product quickly. Rails development is preferred over other frameworks as it is easier to learn and develop applications. But the world is moving ahead, and web applications need to be future-friendly. Can Ruby on Rails development services support artificial intelligence and machine learning applications?
It turns out that with the help of RubyGems, machine learning can be incorporated into web applications. Several libraries can help to build ML apps. These libraries are fast because they are optimized well enough. However, ML and AI have not been documented properly to run with Ruby on Rails. The framework is mature enough, but several other high-level languages that work better with future technologies.
Rails Development: Good for Machine learning or Web applications?
On GitHub, there are a number of Ruby tools that can support machine learning. But ideally, it is not considered a good framework for developing such applications. ML and AI applications require high amounts of computation, regressions, analysis, etc., which might not be Ruby on Rails’ cup of tea.
For long, Rails development has been considered the desired framework for web development. While Ruby is a great language for web applications, it cannot match the processing speed required for machine learning. Even the community for Rails development and machine learning is hardly on any platform. While Ruby on Rails is an excellent framework, it is not likely a perfect framework for ML. Python is a good alternative to develop machine learning applications instead of Ruby.
But then, what is Rails Development good at?
The answer is, without a doubt, web development. With higher flexibility, a huge development community, excellent RubyGems, and an amazing reduction in speed, Ruby on Rails development services are by far the best for web applications. Some of the benefits of Ruby on Rails include:
Website Development
Ruby on Rails website development is perfect for building top-notch applications. There are more than 3 million websites on the Internet powered by Ruby on Rails. Some of the most popular web applications like GitHub, Basecamp, Shopify, and even Twitter.
Rapid MVP Development
Ruby on Rails reduces the development time of an MVP by nearly 25%. It gives more time-to-market the product and find investors. Staying ahead of the competition is crucial. Developing a quick MVP keeps businesses ahead of everyone.
Inexpensive Development
Ruby on Rails is an open-source framework that is available freely. There is a huge community of developers who are ready to help whenever faced with any issue. Even experienced developers can work at lower costs because the framework is fun to work with. It is excellent for startups that have budget constraints and want a good web application in their budget.
Rails Development: Web Applications still Dominate
Ruby on Rails has a few applications for machine learning, but they are not the perfect match. However, it is still the best web application framework. Ruby on Rails development services offers great tools for web developers to create world-class applications. If you’re looking for a Ruby on Rails development company, we can help. We are a leading ROR services provider developing applications that help to scale businesses. Contact us today for a FREE QUOTE. Reach out to learn more about the software development companies in NYC for the various ways to improve or build the quality of projects and across your company.
Rails development - can it support machine learning applications? Read here to know the truth and why it still is an excellent platform to develop web applications.














