AI & Data Certifications
Complete guides for 50 AI, data, cloud, DevOps, and security certifications. Study plans, practice resources, and real salary impact.
50
Certifications
+$5K–$45K
Salary Impact
2026
Data Updated
MOST POPULAR
Start with These
These three certifications offer the best ROI and are most in-demand in the job market.
#1
Specialty
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AWS Certified Machine Learning – Specialty
Amazon Web Services
#2
Professional
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Google Professional Machine Learning Engineer
Google Cloud
#3
Associate
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Microsoft Azure AI Engineer Associate (AI-102)
Microsoft
ALL CERTIFICATIONS
Choose Your Certification
Foundational
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TensorFlow Developer Certificate
Google/TensorFlow
Professional
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Databricks Certified Machine Learning Professional
Databricks
Associate
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AWS Certified Data Engineer – Associate
Amazon Web Services
Professional
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Google Professional Data Engineer
Google Cloud
Professional
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Certified Analytics Professional (CAP)
INFORMS
Professional
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PMI Agile Certified Practitioner (PMI-ACP)
PMI
Foundational
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AWS Certified AI Practitioner
Amazon Web Services
Foundational
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Microsoft Azure AI Fundamentals (AI-900)
Microsoft
Associate
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Snowflake SnowPro Core Certification
Snowflake
Professional
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Dataiku Advanced Designer Certification
Dataiku
Professional
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SAS Certified AI & Machine Learning Professional
SAS Institute
Professional
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Cloudera Machine Learning Operations Professional
Cloudera
Certification Levels
Foundational
Entry-level. No prerequisites. Great for learning AI concepts.
Associate
Intermediate. Some experience required. Build practical skills.
Professional
Advanced. Real-world expertise. Highest demand and salary.
Specialty
Deep expertise in niche domains. For specialists.
Expert
Master-level. Rare and highly valued.
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