Databricks Certified Data Engineer - Associate

Explanation:

Embracing open source technologies provides several benefits, but the most significant one highlighted in the context of the Databricks Lakehouse Platform is avoiding vendor lock-in. Here's why:

1. Vendor Lock-in Avoidance: Open source technologies allow organizations to use standardized, community-driven tools that are not tied to a specific vendor's proprietary ecosystem. This gives companies more flexibility to switch between cloud providers or deployment environments.

2. Interoperability: Open source technologies typically have better interoperability with other systems and tools, making it easier to integrate with existing infrastructure.

3. Community Innovation: Open source projects benefit from community contributions, leading to faster innovation and more robust solutions.

4. Cost Control: Organizations can avoid expensive licensing fees and have more control over their technology stack.

While the other options have merit:

• Cloud-specific integrations (A) are actually more characteristic of proprietary solutions
• Simplified governance (B) is not directly related to open source adoption
• Ability to scale storage (C) and Ability to scale workloads (D) are capabilities of the platform itself, not specifically benefits of open source adoption

The correct answer is E - Avoiding vendor lock-in, as confirmed by the provided answer and explanation link.