Certification prep: 24 vendor certifications and the 35 official courses that prepare for them

Certification4 courses, 2 freeProfessional Data EngineerGoogle CloudPrep courses →Certification3 courses, 3 freedbt Analytics Engineering Certificationdbt LabsPrep courses →Certification2 courses, 1 freeMicrosoft Certified: Azure AI Apps and Agents Developer AssociateMicrosoftPrep courses →Certification2 courses, 1 freeMicrosoft Certified: Azure AI FundamentalsMicrosoftPrep courses →Certification2 courses, 1 freeMicrosoft Certified: Fabric Data Engineer AssociateMicrosoftPrep courses →Certification2 courses, 1 freeMicrosoft Certified: Machine Learning Operations Engineer AssociateMicrosoftPrep courses →Certification2 coursesNVIDIA-Certified Associate: Generative AI LLMsNVIDIAPrep courses →Certification2 courses, 1 freeProfessional Machine Learning EngineerGoogle CloudPrep courses →Certification1 courseAWS Certified Data Engineer - AssociateAWSPrep courses →Certification1 courseConfluent Certified Developer for Apache Kafka®ConfluentPrep courses →Certification1 course, 1 freeDatabricks Certified Data Analyst AssociateDatabricksPrep courses →Certification1 courseDatabricks Certified Data Engineer AssociateDatabricksPrep courses →Certification1 courseDatabricks Certified Data Engineer ProfessionalDatabricksPrep courses →Certification1 courseDatabricks Certified Generative AI Engineer AssociateDatabricksPrep courses →Certification1 courseMicrosoft Certified: Azure AI Cloud Developer AssociateMicrosoftPrep courses →Certification1 courseMicrosoft Certified: Azure Cosmos DB AI Developer AssociateMicrosoftPrep courses →Certification1 courseMicrosoft Certified: Azure Data FundamentalsMicrosoftPrep courses →Certification1 courseMicrosoft Certified: Azure Database Administrator AssociateMicrosoftPrep courses →Certification1 courseMicrosoft Certified: Azure Databricks Data Engineer AssociateMicrosoftPrep courses →Certification1 courseMicrosoft Certified: Fabric Analytics Engineer AssociateMicrosoftPrep courses →Certification1 courseMicrosoft Certified: Multi-Agent AI Solutions ExpertMicrosoftPrep courses →Certification1 courseMicrosoft Certified: SQL AI Developer AssociateMicrosoftPrep courses →Certification1 course, 1 freeMongoDB Associate DeveloperMongoDBPrep courses →Certification1 courseSnowPro Core CertificationSnowflakePrep courses →

Certification	Prep courses	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 AI Cloud Developer AssociateMicrosoft		1	0
Microsoft Certified: Azure Cosmos DB AI Developer AssociateMicrosoft		1	0
Microsoft Certified: Azure Data FundamentalsMicrosoft		1	0
Microsoft Certified: Azure Database Administrator AssociateMicrosoft		1	0
Microsoft Certified: Azure Databricks Data Engineer AssociateMicrosoft		1	0
Microsoft Certified: Fabric Analytics Engineer AssociateMicrosoft		1	0
Microsoft Certified: Multi-Agent AI Solutions ExpertMicrosoft		1	0
Microsoft Certified: SQL AI Developer AssociateMicrosoft		1	0
MongoDB Associate DeveloperMongoDB		1	1
SnowPro Core CertificationSnowflake		1	0

Exam details, prices and renewal rules are on Certifications.