Overview of Artificial Intelligence Buzz

Deep Learning is a subset of Machine Learning, and Machine Learning is a subset of Artificial Intelligence.

Artificial Intelligence

So why have we been hearing so much about Artificial Intelligence? Some might credit Elon Musk and Sam Altman. Elon Musk has been increasingly speaking on the subject of ethics in Artificial Intelligence. I suppose he’s using Artificial Intelligence as familiar jargon used in science fiction media.

AI Goals

To further explain the goals of Artificial Intelligence, researchers extended their primary goal to these six main goals.

AI Fields

Even with these main goals, this doesn’t categorize the specific Artificial Intelligence algorithms and techniques. These are just six of the major algorithms and techniques within Artificial Intelligence:


Machine Learning

Machine Learning is a subset of Artificial Intelligence. So what is Machine Learning anyway? If Artificial Intelligence aims to make computers smart. Machine Learning takes the stance that we should give data to the computer, and let the computer learn on its own. The idea that computers might be able to learn for themselves was divined by Arthur Samuel in 1959.

This neural network has one layer, three inputs, and one output. Any neural network can have any number of layers, inputs, or outputs.

Deep Learning

Machine learning algorithms have been the driving force behind Artificial Intelligence. And the most effective of all the machine learning algorithms has been Deep Learning.

This neural network has two layers, three inputs, and one output. Any neural network can have any number of layers, inputs, or outputs. The layers between the input neurons and the final layer of output neurons are hidden layers of a deep neural network.

Conclusion

So one way to think about all three of these ideas is that Machine Learning is the cutting edge of Artificial Intelligence. And Deep Learning is the cutting edge of the cutting edge.

machinevision

Machine Learning, Computer Vision, and Augmented Reality techniques explored

Luis Bermudez

Written by

Building computer graphics products. More at https://twitter.com/beluis3d

machinevision

Machine Learning, Computer Vision, and Augmented Reality techniques explored