Certifications

19 vendor certifications and the 30 official courses the vendors say prepare for them. Exam details, prices and renewal rules are on Certifications (certifications.fru.dev).

19 of 19 certifications

Certification	Courses	Free
Professional Data EngineerGoogle Cloud	4	2
dbt Analytics Engineering Certificationdbt Labs	3	3
Microsoft Certified: Azure AI Apps and Agents Developer AssociateMicrosoft	2	1
Microsoft Certified: Azure AI FundamentalsMicrosoft	2	1
Microsoft Certified: Fabric Data Engineer AssociateMicrosoft	2	1
Microsoft Certified: Machine Learning Operations Engineer AssociateMicrosoft	2	1
NVIDIA-Certified Associate: Generative AI LLMsNVIDIA	2	0
Professional Machine Learning EngineerGoogle Cloud	2	1
AWS Certified Data Engineer - AssociateAWS	1	0
Confluent Certified Developer for Apache Kafka®Confluent	1	0
Databricks Certified Data Analyst AssociateDatabricks	1	1
Databricks Certified Data Engineer AssociateDatabricks	1	0
Databricks Certified Data Engineer ProfessionalDatabricks	1	0
Databricks Certified Generative AI Engineer AssociateDatabricks	1	0
Microsoft Certified: Azure Data FundamentalsMicrosoft	1	0
Microsoft Certified: Azure Databricks Data Engineer AssociateMicrosoft	1	0
Microsoft Certified: Fabric Analytics Engineer AssociateMicrosoft	1	0
MongoDB Associate DeveloperMongoDB	1	1
SnowPro Core CertificationSnowflake	1	0

Facts from each vendor's own catalog, checked weekly. Prices and schedules change; confirm on the course page before you enroll. Logos via logo.dev; trademarks belong to their owners.