 Hello there! It's me, Monica Wahee, and let me start by thanking you for returning to my channel for more great data science content. But now, please allow me to gently or maybe enthusiastically persuade you to subscribe to my channel and help us both meet our 2022 data science goals. As you know from seeing the videos on my channel, my information is aimed at two kinds of people. The first kind are those who are new to data science and are just beginning to acquire skills and hopes that they will get hired into their first data science job. The second kind are people who already have a job and are busy doing data science, but now they want to up their game. Maybe they want to improve their career, get promoted, or go off on their own path. If you are either type of person, you will love my channel. Why? Well, for starters, I will keep publishing more tutorial and instructional videos on R and SAS, and if you are learning programming, you will find those very helpful. And I will continue posting my occasional long-form lecture on health care quality and public health and how those topics intersect with data science. But what's new is I will now be holding regular live streams. That way, you can actually get onto YouTube with me and ask me questions. Which is actually the main reason why you should subscribe to my channel. You want to keep on top of all my new videos, and especially my live streams. Even if you miss a live stream, I deliver a lot of useful topical information, so they are worth watching afterward. Also, it's really important for me to meet my learners and interact with them to get to know what sort of help or information they need, and live stream gives me an opportunity to do that. So, please help me meet my goal of growing subscribers on my channel, and I promise I'll help you reach your goal of a new improved data science you in 2022. Thanks for sticking with me. We'll get there together.