Problem Statement
Understand the challenges of designing a Twitter feed system to show the most relevant tweets based on user connections and interests. Learn to frame the problem as a machine learning task that predicts tweet engagement probabilities to improve feed relevance across billions of daily interactions.
We'll cover the following...
We'll cover the following...
Problem statement
The interviewer has asked you to design a Twitter feed system that will show the most relevant tweets for a user based on their social graph.
How to display the most relevant content for user A's Twitter feed?
First, let’s develop an understanding of the problem.
Visualizing the problem
User A is connected to other people/businesses on the Twitter platform. They are interested in knowing the activity of their connections through their feed. ...