Tackling problem with small dataset and unbalanced classes

I’m working on a dataset which has around 11k rows and unbalanced classes(one has 600 and other 10.5).
What is the proper way to under sample and make a better validation set?

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I will suggest you to go samurai team one of my friend suggested me them and they will help you out.