 Hey everyone, it's MJ, the student's actuary, and in this video I just want to make a couple of announcements. Now the first announcement is that the Discord group has hit over 100 members. This is a great place to have conversations with other actuaries around various topics. So if you haven't joined, I highly recommend that you do. Also on social media, I'm going to be making an Instagram account dedicated to statistics. So if you're on Instagram and you want to see some moment-generating functions in between the selfies, then make sure you follow me. I'll put a link in the description below. And now for a big announcement. I've been fortunate enough to be given an opportunity to make these educational videos on more of a full-time basis. And I'm going to be posting these videos on a site called Teachable and I might even use one called Udemy. Now what these sites do is they give me a lot more features and structure than YouTube. They allow me to post PDFs and a few other things. So I'm going to be using that and what you can do is you can subscribe to it. It is a premium model, so it is content that you have to pay for. But hopefully this is going to support me and allow me to do it full-time. What you can do is I've just started. I've actually only got three courses up already for statistics on summary stats, general probability and random variables. And I'm going to be releasing a course probably every three to four days. So the content is going to start flooding in. It is going to be a monthly subscription. So if you sign up now, there will be like a 50% discount for being saying, you know, well done. You're an early bird. Also, it allows you to give me feedback, say what you like about the current videos, what you don't like, what you recommend I do and stuff like that. But what we are going to be doing is releasing content on that continuously. So there's always going to be new exam questions coming up, more videos explaining certain concepts. And I think it's going to be a great educational tool for everyone who's doing actuarial statistics, whether it's exam P in America or CT3 in England and around the world. I really can say that this is going to be a great, great study aid. I'm not going to be abandoning YouTube. I'm still going to be releasing videos. So stay subscribed here. We're going to have I'm going to thinking of having like a little little short videos called stats in 60 seconds, where I explained some of these difficult concepts in under a minute. So stay subscribed for that. And of course, we'll always have some more fun videos and other interesting things around cryptocurrencies or financial markets. But that is the big announcement is that we are going to be having some premium content on Teachable. We're starting with stats. Once stats is done, we will be making videos on the other actuarial subjects. It's just stats is logical place to start off with as it is a foundation to so many of the other courses. So yeah, I hope to see you on Teachable and to hear your thoughts. But as always, thanks so much for watching and I hope you have a great day. Cheers.