The deep learning specialization provided by DeepLearning.ai can be approached by those who completed the machine learning course, but beginners can also jump right in. It is crucial to build an intuition before diving into significant projects and using advanced concepts, and the course is suitable for everyone interested in mastering AI and deep learning.