Learning and memory is one of the important concepts in the social work. Both of these terms are very relative to each other. Lets take a simple example to understand the difference between both the terms.
Learning is all about what skill or knowledge you gain. If you gain new skills or knowledge very slowly, it will be learning.
While memory is expression of what you have gain. If you gain new skills or knowledge very fast, it will be memory.