 And Dr. John Elder, I'm going to be going to predict again this year, I'm looking forward to it in Dublin, the Great Conference, and I'll be teaching a workshop on core data science and data mining techniques. We'll be learning about all the great ways to learn from data, a fascinating way to solve problems and predict things that are useful. I'll be covering the most important baseline techniques from regression and decision trees to neural nets and nearest neighbors and how you can combine and compete those different techniques to build models to solve a fascinating array of problems in all sorts of different fields and even not necessarily just find the best technique and compare their strengths and weaknesses, but to combine them in ensembles to create even better techniques and better models. Now, this is at A&H when there's so many different ways to learn, why get together in this ancient manner and together in a course, well, it's still extremely valuable. There's so many ways that we can learn from each other, the other attendees, and the connections can be made there and just ask, being able to interrupt and ask questions and make sure that you understand the concept. And also you can have direct, you can have some impact on the, on some of the course by the questions that you ask and you can make it work for you. Bring your need, your application that you're working on and get the answers that will help you make this a very valuable day for you. You know we're going to cover the concepts that are covered in a semester long graduate course, we're going to cover in a single day. So there's going to be a lot of material. Good news is, no grading, but we'll get a lot of concepts covered and it should be a great eye-opener for many and fantastic results have happened in the past for many folks who got great feedback. So I hope you'll join me and enjoy it. There's a lot of good stuff that can come out of it and I look forward to seeing you.