Architectural Components
Discover the fundamental components needed to design a Twitter feed system, including tweet selection, training data generation, and ranking. Learn how engagement prediction models influence tweet ranking to enhance user experience and align with business goals.
We'll cover the following...
We'll cover the following...
Architecture
Let’s have a look at the architectural components that are integral in creating our Twitter feed system.
Let’s briefly look at each component here. Further explanation will be provided in the following lessons.
Tweet selection
This component performs the first step in generating a user’s feed, i.e., it fetches a pool of Tweets from the user’s network (the followees), ...