Distinction Between Machine Learning, AI, & Deep Learning

Original article was published by John Lewis on Artificial Intelligence on Medium


Distinction Between Machine Learning, AI, & Deep Learning

In 2020, people are benefiting from AI every single day in their day to day life: Uber, Maps, music recommendation systems, and many more applications are powered by artificial intelligence.

image source: https://blogs.oracle.com/bigdata/difference-ai-machine-learning-deep-learning

However, confusion persists between the terms of machine learning, deep learning, and artificial intelligence. One of the most popular search requests from Google is this: what are the common differences between machine learning, deep learning, and artificial intelligence?

So today, with the help of this blog, we will solve this query. Stay tuned!

What is AI’ Artificial Intelligence’?

Artificial intelligence is loosely interpreted to mean associating human intelligence into machines whenever a machine completes tasks based on a set of stipulated rules that solve problems, that “smart” behaviour is what is called artificial intelligence.

AI-powered machines are generally classified into two groups: general and narrow. According to AI developers, available artificial intelligence machines can intelligently solve problems. Furthermore, little intelligence AI machines can perform specific tasks very well, sometimes better than humans, although they have a limited range. One can use technology to rank images on Pinterest is an example of narrow AI.

What is Machine Learning’ ML’?

Machine learning is learning in which the machine can learn by itself without being explicitly programmed. It is an AI application that provides the system with the ability to understand and improve automatically from experience. Here we can generate a program integrating the input and the output of that program.

ML / DL / AI — How Are They Different?

Artificial intelligence and machine learning are often used interchangeably, especially in the big data field. They are not the same, however, and it is essential to understand how to apply them differently in a different way.

Artificial intelligence is a broader concept than machine learning, which deals with the use of computers to mimic the cognitive functions of humans. When machines perform algorithmic tasks in a “smart” way, that is AI. Machine learning is a subset of artificial intelligence that specially focuses on the capability of machines to accept a bunch of data. Also, it helps to learn on their own and to change algorithms as they understand more about the information they are refining.

Computers are trained to think like human being in part through the use of neural networks. Deep learning is a series of algorithms modelled on the human brain. Just as the brain can help us categorize and recognize patterns, deep learning does the same with computers.

What is Deep Learning ‘DL’?

Deep learning is about using neural networks with more layers, interconnectivity, and neurons. We are still a long way from mimicking the human brain in all its complexity, but we are moving in that direction.

And when you read about advances in computing, from self-driving cars to go-play supercomputers to speech recognition, that’s deep learning under the covers. You experience some form of artificial intelligence. As per a competent mobile app development agency, behind the scenes, that artificial intelligence relies on some way of deep learning.

We Should Thank DL; Artificial Intelligence Has A Bright Future

Deep learning enables many practical applications of machine learning and, by extension, the general field of AI. Deep learning breaks down tasks in a way that makes all types of machine assistance probable.

Today, here are the Better preventative health care; even better movie recommendations are presented on the horizon. AI is the present and the future. Leading company zazz claims that, with the help of deep learning, AI can even reach that sci-fi state we’ve imagined for so long.

Final Note

After understanding what’s the difference between Artificial Intelligence, machine learning, and deep learning. Most of the startups, as well as fortune companies, want to hire app designers for developing an innovative app. However, creating an app helps to gain a maximum audience.

Moreover, this blog gave the hierarchical description of Artificial Intelligence, Machine Learning and Deep Learning and cleared up the confusion between these terms. It’s about artificial intelligence vs machine learning vs deep learning.

If you are one of those who encounter issues developing an app, let’s discuss your project to us. Our professional experts will help you.