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Get Certified: AWS Databricks Platform Architect Accreditation — Real-World Lakehouse Architecture &

Databricks Architect Cross-Cloud Cheat Sheet

Core Cloud Differences

AWS • Identity: IAM Role / Instance Profile
• Storage: S3
• Storage access model: IAM Role
• Region definition: VPC
• Networking: VPC + Subnets
• Query federation: Redshift, port 5439
• Workspace setup: Bucket + IAM Role

Azure • Identity: Service Principal / Managed Identity
• Storage: ADLS Gen2
• Storage access model: Access Connector
• Region definition: Workspace configura…

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GCP Databricks Platform Architect Flashcard

🔐 Identity & Access

Flashcard 1
Q: What enables Databricks to access GCP services?
A: Service account attached to clusters

Flashcard 2
Q: What is required for connecting to Google-managed services?
A: Enable API + attach a privileged service account

Flashcard 3
Q: What is identity federation used for?
A: Centralized user/group management via IdP (e.g., Azure AD, Okta)

Flashcard 4
Q: Who grants pr…

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Azure Databricks Platform Architect Flashcard

🔐 Identity & Access

Flashcard 1
Q: What provides identity and authentication in Azure Databricks?
A: Azure Active Directory (Entra ID)

Flashcard 2
Q: What platform governs data access and permissions?
A: Unity Catalog

Flashcard 3
Q: What is a service principal?
A: A non-human identity used for automation and API access

Flashcard 4
Q: How do service principals interact with Databricks?
A: Through …

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AWS Databricks Platform Architect Flashcard

🔐 Identity & Access

Flashcard 1
Q: What enables Databricks to access AWS services securely?
A: IAM Role (Cross-account / Instance profile)

Flashcard 2
Q: What role is required for accessing external storage (S3)?
A: Self-assuming cross-account IAM role

Flashcard 3
Q: What is the trusted principal for external storage permissions?
A: Static Unity Catalog IAM role

Flashcard 4
Q: What privileges are…

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GCP Databricks Platform Architect Accreditation

Question 1: Storage credentials creation

Where are storage credentials created?

A Workspace/Data explorer
B Workspace/Admin console
C Account console/Data page
D SQL

Answer: A

Rationale:
A is correct. Storage credentials are created in the Workspace Data Explorer.
B is incorrect. Admin console is for workspace administration, not credential creation.
C is incorrect. Account console does not manage wo…

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Azure Databricks Platform Architect Accreditation

Question 1: First-party service benefits

What are two benefits of Azure Databricks being a first-party service to Microsoft?

A It is covered by Microsoft’s Trust and Compliance assurances and supported by Microsoft SLAs
B It reduces storage costs and removes Azure dependency
C It only supports open-source tooling without Azure integration
D It eliminates the need for governance tools

Answer: A

Ration…

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AWS Databricks Platform Architect Accreditation

Question 1: Encryption key configurations

Which two statements are true of encryption key configurations?

A They register a KMS key into your Databricks account and allow rotation of cryptographic material
B They must be created for each workspace only
C They cannot be rotated once created
D Data is not encrypted if they are not used

Answer: A

Rationale:
A is correct. Encryption configurations integr…

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