Machine learning and computational linguistics are now being applied to all branches of knowledge. That’s right, all of them! In this article you will learn the benefits of machine learning, as well as some key concepts of this wide-ranging technological world.
Sometimes we feel scared when we are immersed in the world of technology but, if we pay attention to it, we will realise that it is a huge field from which we can learn wonders. In fact, what technology does in the end is to improve our quality of life, no less than that.
What do computational linguists do? What is a computational linguist? What is the link between iScribo, artificial intelligence and these branches of knowledge? Read this article to answer all these questions and dive into this trending topic.
What is Machine Learning and How Does it Work?
Machine learning is a discipline inside of artificial intelligence and computer science that studies and applies the use of data and algorithms to emulate human learning. In the process, machine learning improves human patterns to avoid making the same mistakes over and over again, as well as the unnecessary repetitions. In short, it tries to help automate tasks to save time and resources.
It is an evolution of computer programming as we know it today, as it develops predictive models that, after training, become data patterns to be implemented by artificial intelligence.
Algorithmic techniques are the key to machine learning as they solve specific problems.
What is Computational Linguistics?
Computational linguistics is a sub-discipline of linguistics applied to technology. It is about teaching and translating the language of people into the language of machines and vice versa. The contributions of computational linguistics to artificial intelligence are innumerable. We could say that, without this type of linguistics, machines would not understand people.
Here natural language processing is key, as it is also developed by computational linguistics, as well as machine learning and computational semantics. People are essential to perform this task.
Thanks to computational linguistics, even the most complex technology is at our fingertips. And yes, linguists play a crucial role in making all this possible – it is nothing less than a present and future profession, give it thought and you’ll see clearly why.
Artificial Intelligence and Machine Learning
What is the difference between ai and machine learning? We’ll make it simple as we could be comparing them the whole day. Machine learning is a branch of AI. While AI focuses on emulating human tasks, machine learning is what educates artificial intelligence. That is, it looks for ways for AI to learn how to perform such tasks – machines also need to be taught and repaired! They make the perfect teacher-student symbiosis.
AI makes progress in creating intelligent systems that perform one or more complex tasks. On the other hand, machine learning helps those machines perform the specific task they should be trained to do. As you can see, this discipline and sub-discipline need each other to function perfectly. This tandem is essential for the proper functioning of software and devices that you use in your home, such as a web browser or a smart interactive speaker.
However, there is a lot of technology behind machine learning and it takes a lot of people to perform it.
Linguistics, AI & iScribo
This is all a bit difficult to process, but once you’ve learnt the basic concepts of machine learning, linguistics and artificial intelligence, you’ll see how they all work together to perform magic!
Our tool is at the heart of linguistics and artificial intelligence. Wow! The iScribo spelling and grammar checker aims to help you improve your written Spanish. To do this, its artificial intelligence-driven engine corrects as you write in real time thanks to the rules of the language it has learned.
In short, linguistics, as the science of language, allows us to know the rules of Spanish. In addition, we have the sub-science of computational linguistics, which translates these language rules to our proofreader and the artificial intelligence itself applies them.
Have you already tried our comprehensive tool? Let us know in the comments what you think of iScribo, the proofreader that combines linguistics and artificial intelligence through machine learning.