Certification directory

Credential rankings

Authority Index scorecards across cloud, finance, compliance, accounting, and security. Compare AWS, Azure, and GCP side-by-side; drill into any program for bucket-level detail and metrics we are still collecting.

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Level

Vendor

Deep analysisMin signal0

Showing 13 programs · AI & data

Rank			Domain
01	NVIDIA-Certified Associate: AI Infrastructure (NCP-AAI) AI/MLPREMIUM	NVIDIA	AI & data	ASSOCIATE	80	$495–595	92% match · est.
02	NVIDIA-Certified Professional: Agentic AI (NCP-AAI Pro) AI/MLPREMIUM	NVIDIA	AI & data	PROFESSIONAL	79	$200	87% match · est.
03	NVIDIA-Certified Professional: Generative AI LLMs (NCP-GENL) AI/MLPREMIUM	NVIDIA	AI & data	PROFESSIONAL	79	$200	88% match · est.
04	Azure AI Engineer Associate (AI-102) AI/MLPREMIUM	Microsoft Azure	AI & data	ASSOCIATE	78	$165	86% match · est.
05	PMI Certified Professional in Managing AI (PMI-CPMAI™) AI/MLPREMIUM	PMI	AI & data	PROFESSIONAL	78	$555–675	88% match · est.
06	Risk and AI (RAI™) Certificate AI/MLPREMIUMTOP SIGNAL	GARP	AI & data	PROFESSIONAL	78	$525–750	87% match · est.
07	Advanced in AI Audit (AAIA™) AI/MLPREMIUM	ISACA	AI & data	PROFESSIONAL	77	$575–760	82% match · est.
08	Advanced in AI Security Management (AAISM™) AI/MLPREMIUMTOP SIGNAL	ISACA	AI & data	PROFESSIONAL	77	$575–760	81% match · est.
09	Artificial Intelligence Governance Professional (AIGP) AI/MLPREMIUMTOP SIGNAL	IAPP	AI & data	PROFESSIONAL	77	$649–799	90% match · est.
10	Databricks Certified Machine Learning Professional AI/ML	Databricks	AI & data	PROFESSIONAL	75	$200	85% match · est.
11	Google Cloud Certified Generative AI Leader AI/MLPREMIUM	Google Cloud	AI & data	FOUNDATION	75	$99	97% match · est.
12	Azure AI Fundamentals (AI-900) AI/ML	Microsoft Azure	AI & data	FOUNDATION	74	$99	97% match · est.
13	Master AI Professional Certificate AI/ML	QuickCert Online	AI & data	FOUNDATION	30	$49	96% match · est.

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How to read these metrics

Rankings columns

Authority Index: Structural bucket scores (identity, logistics, difficulty, curriculum, market signal, outcomes) plus a small sentiment layer from verified holders. Hard filters (e.g., unproctored, dormant issuer) cap the maximum score.
Structural score: Editorial assessment of registry presence, proctoring, pass-rate difficulty, curriculum fit, employer signal, and stated ROI — independent of community reviews.
Market signal: Higher values indicate stronger hiring-market and job-posting signal for this credential. Used inside the structural score, not a standalone hiring guarantee.
Exam vs reality gap: When verified holder reviews exist, gap reflects blueprint match, surprise narratives, and study-hour deltas. Without reviews we show an editorial estimate (~) from official pass rates and study load — not holder-verified.
Holder reviews: Only reviews from credential holders who completed verification are counted. Sentiment aggregates and verified gap scores unlock at n≥5 published reviews.
Exam cost: Ranges reflect list exam fees; training bundles, retakes, and membership dues may add materially — especially for multi-part finance and compliance programs.
Prep duration: Editorial planning estimate for working professionals (~8–12 hrs/week). Your timeline varies with prior experience and retakes.
Difficulty: Combines issuer-reported pass rates (when available) with typical study hours. Low pass rates and long prep windows indicate rigorous filters.

Gap values marked Est. are editorial estimates from pass rates and study load until verified holder reviews publish. Review counts show published holder narratives only.