No, it is not required to have a privacy policy on your blog.
However, if your blog collects personal information from European Economic Area (EEA) residents, you may be subject to comply with the GDPR. Furthermore, if your blog serves any commercial purposes and has users in California, you’re subject to comply with CalOPPA.