If you don't want to go to the education department for approval, you can try to change the business scope and apply for a license at the industrial and commercial office. Business scope can be written as: training consultation, educational information consultation and so on.
However, the major is training and education, so it is recommended to go to the education department as far as possible to apply for a certificate before applying for it, so as not to say that you have violated the rules.