Deep Learning is a crucial component of many everyday technologies, such as machine translation, show recommendations, and facial recognition for device login. The video explores the concept of Deep Learning, its position within the broader field of Artificial Intelligence, and the reasons behind its successful integration into daily life. It also compares Deep Learning with traditional Machine Learning algorithms, highlighting its distinct advantages and applications.