Artificial intelligence vs Machine Learning vs Deep Learning

There are many misconceptions related to the words artificial intelligence(AI), machine learning and, deep learning. whenever people hear the word Machine Learning, they relate it to Artificial Intelligence. These terms are related to each other but one can not say that both are same. Let us understand how.

Let us learn about machine learning first.

Machine Learning

Here’s the basic definition of machine learning. Arthur Samuel defined machine learning as — “Field of study that gives computers the capability to learn without being explicitly programmed”.

In layman language, Machine Learning(ML) is a technique of parsing the data, learn from those experiences and then apply what they have learned to make an informed decision without actually being programmed( without any human assistance). The process takes some good quality of data and then train the computer by building some machine learning models.

Deep Learning

Deep Learning is actually a subset of Machine Learning. It is pretty much similar to machine learning but different in some of its abilities. DL is the next evolution of machine learning. ML becomes better with each experience but still, it needs some guidance from the programmer. If there is some problem with the ML algorithm then the programmer needs to fix it manually. But in the case of Deep Learning, the machine (programming model) does it by himself.

Artificial intelligence

As the name defines itself, artificial intelligence can be interpreted as incorporating human intelligence to machines. that is the ability of a computer program to function like a human brain.

The whole idea of defining these three terms here was for the questions that why people relate machine learning and deep learning to artificial intelligence?

Basically, both machine learning and deep learning are the way to achieve Artificial Intelligence. That is the reason when someone says these terms one automatically relates these to AI.

I hope it has helped to understand the difference between AI vs ML vs DL?

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