The Difference Between AI Machine Learning and Deep Learning

In AI, you can learn from anywhere. You can actually extract knowledge from humans and represented as we used to do in the expert systems paradigm. With deep learning, essentially what you do is you try and eliminate the whole feature construction process. So instead of having to engineer the features, the machine essentially does the feature construction for you on its own. It's like directly raw input data to prediction and the machine does everything, including feature engineering. And then, you know, learning the weights of the network to basically minimize overall prediction error.