Curriculum blueprint & domain weights
This assessment draws 60 questions from verified standardized assessment question banks based on the domain weight distribution below. Each attempt generates a unique randomized paper snapshot.
AI-Assisted Data Cleaning & Preparation
30% weight
Exploratory Analysis & Pattern Discovery
25% weight
Visualization & Stakeholder Reporting
25% weight
Statistical Validation & Bias Mitigation
20% weight
Why Validate Your Skills with CAIDA?
- Demonstrate Practical Execution: Move beyond theoretical certificates to verifiable problem-solving under standardized timing.
- Instant Public Registry Record: Share your unique credential link directly on your resume, LinkedIn profile, or freelancer proposal.
- Stack Toward Master Titles: Earn 3 credentials within Applied AI to earn an elevated Professional Title.
Examination Integrity & Protocol
- No Card Required: The 60-minute examination is free to attempt. You will receive an immediate score report upon submission.
- 2 Free Attempts per Year: Each candidate receives up to 2 attempts per 12-month period for this certification subject.
- 70% Passing Threshold: Passing candidates immediately receive a verifiable digital Scorecard.
- Optional Official Credential: Passed candidates can choose to purchase the official credential package ($39) for a 24-month active registry listing and high-resolution PDF certificate.
Format
60 questions
60 questions
Time limit
60 minutes
60 minutes
Passing score
70%
70%
Certificate
$39 (optional)
$39 (optional)
✓ Free attempt · Instant score report
✓ Verified anti-cheat tab-switch monitoring
✓ 24-month public registry validity upon claim
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