ML Engineer MasterClass (April) | 6 seats left

Build a Real-Time Serving Layer on Redshift

Build a Real-Time Serving Layer on Redshift

Requirements & Current State

Current Architecture

Scenario: A ride-share company needs to evolve its Redshift deployment from a batch analytics warehouse into a low-latency serving layer that supports 500 concurrent analysts querying live operational metrics.

The current setup is a single ra3.4xlarge Redshift cluster fed by AWS Glue batch ETL jobs that pull from ...

Unlock the full lesson

Created by interviewers from Google and Meta. Master every concept you need to land your dream role.

All courses — Data, ML/AI & Quant
Unlimited coding submissions
Hands-on projects with real datasets
Detailed solutions in text & video
Monthly content updates
Join Premium