Generally, you can’t claim expenses that you incurred before your business started as self-employment costs.

Also, if the training courses were to get new skills, then you can't claim them as self-employment expenses even if you took them after you started. 

However, you might be able to claim the course as a tuition amount if the fees are eligible.