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Algorithms, data structures, system design, and computer science theory

How Uber matches drivers in real time.

Uber uses a batch-matching algorithm, with DeepETA and RL for demand spikes. The video explains these points. References: https://www.uber.com/us/en/marketplace/matching/ https://www.uber.com/en-IN/blog/reinforcement-learning-for-modeling-marketplace-balance/ https://www.uber.com/en-IN/blog/m3/ htt...

Watch Original03/17/2026
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