Artificial Intelligence vs Machine Learning vs Deep Learning

Nowadays, you can hear a lot about Artificial Intelligence, Machine Learning and Deep Learning everywhere.  What are they?  Are they really different or same thing?  Today, I am going to clear some of the basic concept about them.Artificial Intelligence vs Machine Learning vs Deep Learning

Let’s first go through definition:

1. Artificial Intelligence:

Artificial Intelligence is a machine’s simulated intelligence, which is programmed to think and behave like a human being. The main feature is its behavior to think using logical reasons and to take actions accordingly to achieve specific goal by learning and solving problems.

2. Machine Learning:

Machine Learning is a type of computer program that can learn and adjust to new data without any human intervention. It is a type of artificial intelligence that keeps all of the computer’s built-in algorithms.

3. Deep Learning:

Deep learning is just a part of machine learning in Artificial Intelligence that has ability to learn from unstructured data.  Deep learning goes deeper to another level when compared to machine learning.

Now, we will see how they are getting used in our daily life.

1. Artificial Intelligence:

a.  Self driving cars: Nowadays, many big and start-up companies like Google, Apple, Tesla etc are already working on self driving cars that uses Artificial Intelligence feature. They are using different type of sensors on cars, which collect lots of data to make decisions for various types of operations.  With the help of Artificial Intelligence, companies are trying to make sure that self driving car should run in the same fashion as human does

b.  Chat Support: Many websites are now using chatbot that uses Artificial Intelligence for customer support.  This chatbot will just collect data from customer and will also give reply to most of the questions.  This chatbot will just simulate the human conversation through Artificial Intelligence.

2. Machine Learning:

a.  Email Spam Detection: Most of the email service uses Machine Learning for spam detection. It categorizes and moves all spam in separate folder and rest of mail comes in your Inbox.  If you are using Gmail then you might be aware that they have further categorized mail into ‘Primary’, ‘Social’ & ‘Promotions’.  Here, ‘Primary’ tab will show your major person to person conversations, ‘Social’ tab will show all social network conversations and ‘Promotions’ tab will show marketing type mails

b.  Face Detection: Machine Learning algorithm is also used in Face Detection software. It allows a program to find the specific person in all photos or identifying any specific object by using its algorithm. Even, Facebook uses this software to identify your friends in your group photos that you upload to Facebook.

3. Deep Learning:

a.  Color Restoration in Black & White Photos: Deep Learning method can be used here to restore colors in old Black & White Photos. If it has to be done manually then it is very long & cumbersome method, as we have to work on each layer separately by identifying patterns.  Many times there are chances to make mistake.

b.  Generate human like handwriting: Deep Learning can be used to generate human like handwriting. Normally, handwriting consists of sequences of text where it can be used to learn from pen movement along with different styles by allowing for prediction on text sequences.

Summary
Artificial Intelligence vs Machine Learning vs Deep Learning
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Artificial Intelligence vs Machine Learning vs Deep Learning
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Nowadays, you can hear a lot about Artificial Intelligence, Machine Learning and Deep Learning everywhere. What are they? Are they really different or same thing? Today, I am going to clear some of the basic concept about them.
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Atul
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