Correct. Deep Learning is the neural net one, I think that is some of the coolest tech.

Deep Learning is training a computer, likely using GPUs, with millions of points of data, great artists, what plants are, or cancer looks like, etc.

Machine Learning is the machine learning patterns over time, ads targeting people, Google search results, etc.