I did the course training in three months. And then right around that time is when AAPC started introducing the online examinations. So I took my online exam and then I went right directly into Practicode after that. And I spent the next month just doing all 600 of those cases and three assessments. And I got my A removed the next month and then it was really time to start you know looking for a job after that but I I did everything in about four months but it was a very very different time and it was a very intense intense sit down of study. Well and I love that from what, I mean, your whole journey up to this point is online. You researched everything online and enrolled in the curriculum online online and just went for it. Did you participate or have any help from online communities at all? Yeah, so, you know, when I was in the self-paced study course, there was a teacher's assistant available for us and, you know, I reached out to them when I needed just a little assistance here and there, especially when we got to chapter 10, I needed some extra help and they sent me some worksheets and some just advice and training. And once I read through that material and I really got that help in the cardio chapter and chapter 10, something just kind of clicked. And it was through the help of that TA and the information they provided me that really just kind of got me over that hump. And from there, things just started falling into place as far as my training. And so when I was looking to become a TA