Deep Learning is a branch of artificial intelligence (AI) / Machine Learning that has produced important gains in the last few years.
It's applications are most pronounced in voice recognition and vision processing and nearly everyone who uses Google, Microsoft or Apple products is the beneficiary.
This is a field that is developing very rapidly for there are immediate practical applications with immediate financial returns.