This multimedia tutorial aims to introduce students to Deep Learning, a sub-category of Machine Learning that has revolutionized the way AI is being used in business and across a range of disciplines. The tutorial introduces students to the concept of Deep Learning and contextualizes Deep Learning in relation to its predecessor, Artificial Neural Networks. After completing this tutorial, students will understand what Deep Learning is, how it works, the challenges that the use of Deep Learning poses, the infrastructure required to implement Deep Learning, and practical examples of Deep Learning in the real world.