 My name is Kam Syed and I work for Amazon Web Services or AWS and I've been with Amazon for over five years now and I lead the startup and mid-market ad tech business for Amazon. Every industry is going through transformation today, if you look at it, right? And they're transforming to make sure that the platforms are affordable, they're more secure, they're easy to use and consume. And we are seeing higher education institutions adopt cloud computing to transform the way they teach and communicate. And the access to internet within schools, it is over 90% United States. And this is giving a one-time opportunity for these institutions to change the way they teach and analyze the data because every student is using an ad tech product today. So it's an opportunity to intervene and understand how the student is using. It is also helping teachers spread the information broadly. So today, as an educator or a professor sitting in a university here, he is able to impact a student 7,000 miles away through the access of technology, right? So that is transformative. You are bringing the power of technology and transforming the way education is being done. It's not changed for centuries, right? The same faculty sitting in the classroom was teaching. But today with internet, students can be anywhere, it's all virtualized. And with artificial intelligence picking pace, right? And cloud is making it very affordable to analyze the data. With artificial intelligence, there are models being built so that the experience a student has in the campus and off the campus is phenomenal. We are seeing institutions like California Polytechnic College collaborate with AWS and lead the transformation through their cloud-first strategy. They're migrating all in into the cloud. And they're also invested in a digital transformation hub with AWS to transform the way digital activities are going on, not only within the institution, but also within the government and nonprofits in the state of California. So the digital transformation center is totally revolutionary and it is led by higher education institutions like California Polytechnic College.