Do I need a prescription to buy a CPAP machine?

Yes, you need a prescription in order to buy CPAP from any reputable CPAP vendor, online or offline. 

You can obtain a prescription by talking to your doctor and taking a sleep study. You can take either an In-Lab or an In-Home Sleep Study. 

To learn more about Sleep Studies and which type is probably best for you, please refer to this article.