It might sound obvious, but one of the best ways to train your brain is to rely on your memory more often.
For example, if you have a to-do list or shopping list, try to remember the next item before checking the list. You could also memorize your debit card numbers, friends’ phone numbers, license plates, and addresses.
Get into the habit of committing things to memory.