Decision rule: role signal first, brand second
Start with target job requirements in your market, then map each certificate path to portfolio outcomes you can show in interviews within 60-90 days.
What to compare directly
- Project complexity and how reusable the artifacts are.
- Coverage of core tools listed in entry-level job descriptions.
- Weekly workload consistency for working adults.
- How fast you can turn modules into interview stories.