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cloud-data-lake-expert

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Master cloud data lakes.

Data & Analytics#performance optimization#cloud architecture#data governance#iceberg#lakehouse#data mesh#data lake
AuthorWbunker
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you understand and choose the right cloud data lake architectures, design effective data organization strategies, and optimize for performance and cost.

Core Features & Use Cases

  • Architecture Selection: Guides you through choosing between Modern Data Warehouse, Data Lakehouse, and Data Mesh patterns based on your use case and business drivers.
  • Data Organization: Explains data lake zones (Raw, Staging, Gold, Work, Sensitive) and how to structure your data for clarity and governance.
  • Performance & Cost Optimization: Provides strategies for partitioning, file sizing, compaction, and choosing the right table formats (Iceberg, Delta Lake, Hudi) to ensure scalability and cost-efficiency.
  • Use Case: You're deciding whether to build a new data platform. This Skill helps you evaluate the tradeoffs between different architectural patterns and select the best fit for your organization's needs, considering factors like ML/BI workloads, cost, and team structure.

Quick Start

Use the cloud-data-lake-expert skill to compare the Data Lakehouse and Data Mesh architectures.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: cloud-data-lake-expert
Download link: https://github.com/Wbunker/skills-repo/archive/main.zip#cloud-data-lake-expert

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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