What is Machine Learning in Artificial Intelligence
You might already know that the field of Machine learning is booming these days. It is a subfield of Artificial Intelligence. We regularly hear about new miracles happening in Artificial intelligence these days. Nowadays, in many cases, we are experiencing or using Artificial Intelligence either knowingly or unknowingly.
Many of you might have heard about the term Machine Learning and read about it too maybe, but if you are still confused about what is Machine learning in Artificial Intelligence, or you want to understand Machine learning in a super easy way, you are in the right place!
In this article, we are going to learn about what is Machine Learning in Artificial Intelligence, in a super simple language.
What is Machine Learning in Artificial Intelligence?
What is Artificial Intelligence?
Well, even before considering what is Machine Learning, let’s first understand Artificial Intelligence, because when we will define Machine Learning, you would observe that Machine Learning is a subfield of Artificial Intelligence. So, why not first understand Artificial Intelligence?
Well, we want to focus more on understanding, rather than just telling about the definition of Artificial Intelligence, so, let’s build a simple understanding around Artificial Intelligence.
Artificial Intelligence can be considered as a field, in which we use a set of technologies to build such machines, which have the ability to perform some tasks, which require human intelligence, like driving a car, playing chess, making recommendations, and much more.
We can also say that Artificial Intelligence enables systems to learn, reason, and take decisions, or act to solve some complex problems.
As you might already know, there are many applications of Artificial Intelligence, and that too, in various industries, like healthcare, entertainment, finance, transport, and many others.
Artificial Intelligence has a great impact in many terms and is contributing hugely to Research and Development in many industries. When Artificial Intelligence teams up with human intelligence, the power is different, and so are the results.
Well, you might have seen most of the time, that people use the terms Artificial Intelligence and Machine Learning interchangeably. But there is a difference between Machine Learning and Artificial Intelligence. Now, that we have built some brief understanding of Artificial Intelligence, let’s dive into understanding Machine Learning, and again, instead of going with a kind of formal definition, just let’s try to build a good understanding of what is Machine Learning so that things become easy to understand.
What is Machine Learning?
Earlier, you might have read that Machine Learning is a subfield of Artificial Intelligence. Well, we can say that Machine Learning enables machines, or systems, to learn from the experience(from the data), and make predictions, or take decisions, without being explicitly programmed.
There are many algorithms in Machine Learning, which are used to analyze large amounts of data, get some useful information from it, and then make predictions, or take decisions. These algorithms can improve in their performance over time as they are trained(exposed to more data)
Well, there are many use cases, where Machine Learning is used. In fact, Machine Learning is very frequently used as a technique to implement Artificial Intelligence. So, understanding Machine Learning becomes very important for us all.
Machine learning is behind how Netflix suggests movies to you, how your social media feeds are presented to you, behind the chatbot you are using, or behind a real-time language translation app. If I were to state some more, the list just would just go on.
Due to Machine Learning, many things are possible today, which would have been imaginary a few years ago, like self-driving cars, image recognition, movie recommendation, and spam filtration, all these things work out of the box and are great at doing their things.
Is Machine Learning Important?
As of now, you might have become familiar with what is Machine learning, and Artificial Intelligence in brief at least. So, there can be this one obvious question, asking if Machine learning is really important. Well, Machine learning is important.
Machine learning is helping us a lot in reaching new heights, in terms of success, in terms of research, and development, and it is unlocking so many possibilities, which were quite imaginary, or even out of imagination a few years back.
Already, there are many cases when we are experiencing/using Machine Learning somewhere or somehow in our life, and it has a great impact on how things are happening around us. We can say that Machine learning is there to stay. So, to understand this, we should try to understand Machine learning, understand how the functions are being done, so that we can project the possibilities and work on them.
So, overall, Machine learning is an impactful, and important technology, which is helping to revolutionize the world, at a different pace. We can say that in the coming time, we should be able to see more and more miracles happening in this world, due to Machine Learning and Artificial Intelligence.
Through this article, we tried to understand what is Machine learning in Artificial intelligence. Many people think Machine learning is a very complex kind of thing, but actually, it is simple, and anyone with the right mindset can understand, and implement Machine learning easily. So, if you wish to explore more about Machine learning, you can consider going through our articles on Machine Learning, and Python, and you can upskill yourself! I hope you found this article helpful and knowledgeable.
FAQs related to What is Machine Learning in Artificial Intelligence?
Q: What is Machine Learning?
Ans: Through Machine Learning, machines, or systems can be enabled to learn from the experience, and then take decisions, or make predictions, without being explicitly programmed. Machine learning is a subfield of Artificial Intelligence.
Q: What is Artificial Intelligence?
Ans: Artificial Intelligence can be considered as an area of study, in which, the goal is to create machines, or systems, which can perform the tasks, which require human intelligence, like driving cars, playing chess, classifying things, making recommendations, and much more. We use a set of technologies to achieve this goal.
Q: Is Machine Learning a subset of Artificial intelligence?
Ans: Yes, Machine Learning can be considered as a subset of Artificial Intelligence.