Don't just memorize the diagram. Understand why he chose a specific database or why he placed a cache in a specific spot. Conclusion
Learn about NoSQL vs. SQL and Message Queues (like Kafka).
The complexities of location-based searching (Geospatial indexing).
Watch his videos on Load Balancers, Caching, and Proxies.