Practice Questions¶

Scenario-based practice question banks, one per certification. Every bank follows the house format: a short scenario, four options, and a collapsible answer with a "why" that also explains the distractors. See template.md for the format and CONTRIBUTING.md for how to add one.

Coverage: every certification on this site has a bank. When you add a cert, add its bank and list it below.

These banks are original scenario questions for study. They contain no verbatim vendor exam content.

How to use¶

Read the scenario, commit to an answer, then expand the answer block. The explanation matters more than the letter.
Weighting sentences at the top of each bank follow the published exam domain blueprint, so time your practice where the marks are.
Pair a bank with its cert page (linked at the top of each bank) for notes, a practice plan, and strategy.

Banks by provider¶

Azure¶

AWS¶

Google Cloud¶

Databricks¶

Snowflake¶

MongoDB¶

Confluent¶

Banks on the sibling sites¶

Practice banks for cloud, security and AI certifications live with their guides on Cloud Zero to Hero, Security Zero to Hero and AI Zero to Hero.