Thought Leadership

Building Scalable Data Lakes on AWS: A Complete Guide

E
Engineering Team · Technical Insights
January 12, 20258 min read
Data EngineeringAWSBest Practices
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Introduction to Modern Data Lakes

Data lakes have evolved from simple storage repositories to sophisticated analytical platforms. This guide covers everything you need to know.

Architecture Overview

A well-designed data lake on AWS typically consists of several layers...

Best Practices

1. Organize with Purpose: Use a clear folder structure

2. Partition Strategically: Optimize for your query patterns

3. Implement Governance Early: Don't wait until it's too late

Conclusion

Building a data lake is a journey, not a destination. Start small, iterate often, and always keep your end users in mind.

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