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- Now in the previous exercise, if you saw that, we saw the outline of the data sources that were going to use in our pipeline here. We set up a data generator to create the ratings events. Now lets see about getting the reference information about the customers who are leaving these ratings from our database. (upbeat music) So, were going to use something called Change Data Capture, sometimes abbreviated CDC. If youre in the US thats not the Centers for Disease Control, which kind of throughout 2020, early 2021 seemed to be in the news a little bit more than usual. I cant remember why. But a Change Data Capture a CDC is going to enable us to capture everything thats already in the database along with changes that happen are made to the data after that initial capture. Lets talk about how it works. There are two kinds of CDC, query-based and log-based. And you need to understand strengths and weaknesses, limitations, differences so you can make an informed decision about which