As we are moving towards digitalization, the role of computer science cannot be ignored. Computer science is influencing our day to day life. From healthcare, education, business every field is touched by the improving technologies.
Computer science is the study of the computational system and mainly deals with software. Computer science is emerging and improving with new inventions. AI and ML are the two new editions in this field. AI stands for artificial intelligence whereas ML stands for machine learning. We often get confused between these two.
Artificial Intelligence and Machine Learning
These two fields of computer science are gaining much importance in recent times. Usually, AI and ML are used interchangeably. They are not the same thing and differ in many aspects. Therefore, it is necessary to know about them. In this article we have tried to understand the relation between AI and ML. So let’s take a look.
Artificial Intelligence: The word “Artificial” means something that is not natural rather human-made and “intelligence” means the ability to think. Thus AI is a branch of computer science that deals with the simulation of human intelligence in machines. It enables the machines to think like humans. That means AI helps the machines to mimic human action.
Machine Learning: Machine Learning: ML is the branch of computer science that empowers computer systems to learn automatically. So they can learn without being programmed. It is one of the most interesting technologies and gaining much importance. It helps computers to be more like humans by allowing them to learn automatically.
The above diagram helps us to draw the relationship between the two. Machine learning is basically a subset of artificial intelligence. One can use AI without using machine learning.
This is associated with writing a million lines of codes. So, ML is a way to reduce code and complexity. It trains the machines to learn from the data provided and allows the algorithms to adjust and improve themselves.
So basically if we consider Artificial Intelligence as “knowledge”, machine learning will be the way to gain that “knowledge” like reading books.
Artificial intelligence is a wider branch than machine learning. In short, machine learning is the way to attain AI. I hope the article has helped you two understand the relation between the two.