The advantages of online learning compared to in-class learning include the ability to learn at one's own pace, the convenience of being able to access course materials from anywhere with an internet connection, and the cost savings associated with not having to travel to a physical classroom. The disadvantages of online learning include the lack of face-to-face interaction with instructors and classmates, the difficulty of staying motivated and engaged without the structure of a physical classroom, and the potential for technical difficulties.