Hello, Sultan. It would be better to simply say, "improve weakness" or "improve upon (subject's) weakness". Weakness can be improved, but you do not need the article 'the' before it. I have included some example sentences to help you.
1. John was learning English and he studied frequently to improve upon his weaknesses.
2. Study this book to improve your overall weakness.
I hope this answer helps. If you are interested in taking professional English lessons to increase your fluency, I am currently accepting new students. I would be happy to work with you!