AI vs Machine Learning vs Deep Learning | AI VS ML VS DL | NerdML
This AI vs Machine Learning vs Deep Learning video talks about the differences and relationship between AL ML and DL. The tutorial video will also cover what AI VS ML VS DL entail how they work with the help of examples and whether they really are all that different.
This AI vs Machine Learning vs Deep Learning video will explain the topics listed below:
Start (0:00)
1. What is Artificial Intelligence? ( 00:59 )
2. What is Machine Learning? ( 01:25 )
3. Types of Machine Learning or ML ( 01:41 )
4. What is Deep Learning? ( 02:55 )
5. Types of Deep Learning or DL ( 03:32 )
6. AI vs Machine Learning vs Deep Learning( 03:59 )
First up, artificial intelligence or AI! What is it?
Artificial intelligence is simply any code, technique or algorithm that enables machines to mimic, develop and demonstrate human cognition or behavior.
Machines learn in predominantly two ways. Their learning is either supervised or unsupervised.
In supervised learning, machines learn to predict outcomes with the help of labelled data.
In unsupervised learning, machines learn to predict outcomes on the go by recognizing patterns in input data.
Deep learning is a subset of machine learning, which in turn, is a subset of artificial intelligence.
The three technologies help scientists and analysts interpret tons of data and are hence crucial for the field of data science.
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