Data / AI certifications
Databases, analytics, ML/AI engineering, BI.
- Total certs
- 95
- Vendors
- 32
- Entry
- 11
- Associate
- 46
- Professional
- 25
- Expert
- 13
Entry
L1 · 11 certsFoundational certifications. Help-desk, support, A+, CCST, Network+, ITIL Foundation, AZ-900, AWS CLF.
Note
AWSAWS Certified AI PractitionerAIF-C01Data / AI● activeThe AWS Certified AI Practitioner validates foundational knowledge of artificial intelligence (AI), machine learning (ML), and generative AI (GenAI) concepts, w→CompTIACompTIA AI EssentialsAI-ESSData / AI● activeCompTIA AI Essentials is a foundational course-based competency credential launched in 2023 and expanded through 2026. It teaches beginner-level professionals h→CompTIACompTIA AI Essentials+CompCert (no traditional exam code)Data / AI● activeCompTIA AI Essentials+ is an entry-level competency credential designed for IT professionals, knowledge workers, and career-changers who need to understand and →CompTIACompTIA Data+DA0-001Data / AI● retiringCompTIA Data+ (DA0-001) is a vendor-neutral, entry-level certification validating foundational data analysis, visualization, and governance skills. Launched Feb→DatadogDatadog Fundamentals CertificationDDFData / AI● activeDatadog Fundamentals is the entry-level certification validating foundational knowledge of the Datadog observability and monitoring platform. Released in 2022 a→dbt Labsdbt Fundamentalsdbt-fundamentalsData / AI● activeThe dbt Fundamentals course is an entry-level, free guided tutorial that introduces you to dbt (data build tool) as a SQL-first transformation workflow. The cou→MicrosoftMicrosoft Azure AI FundamentalsAI-900Data / AI● retiringThe Microsoft Azure AI Fundamentals exam validates foundational understanding of artificial intelligence concepts, Azure AI services, and responsible AI princip→MicrosoftMicrosoft Azure Data FundamentalsDP-900Data / AI● activeDP-900 is Microsoft's foundational data certification, launched January 2021, targeting professionals beginning their journey into cloud data services. Entry-le→New RelicNew Relic Verified FoundationNVFData / AI● activeThe New Relic Verified Foundation (NVF) is an entry-level certification for professionals new to observability or the New Relic platform. It validates foundatio→NVIDIANVIDIA Deep Learning Institute Certified FundamentalsDLI-CERTData / AI● activeThe NVIDIA Deep Learning Institute (DLI) Certified Fundamentals credential certifies that a professional has completed hands-on training in deep learning fundam→SalesforceTableau Desktop SpecialistTDSData / AI● activeThe Tableau Desktop Specialist certification validates hands-on competency with Tableau Desktop, the primary self-service BI tool in the Salesforce ecosystem. L→
Associate
L2 · 46 certsMid-level practitioner. CCNA, RHCSA, AZ-104, AWS SAA, CKAD, Terraform Associate, SC-300.
Note
AWSAWS Certified Data Engineer – AssociateDEA-C01Data / AI● activeThe AWS Certified Data Engineer – Associate (DEA-C01) validates your ability to design, build, and manage data pipelines that process large volumes of informati→AWSAWS Certified Machine Learning Engineer – AssociateMLA-C01Data / AI● activeAWS Certified Machine Learning Engineer – Associate (MLA-C01) is AWS's modern ML credential for engineers who operationalize, deploy, and maintain production ma→CompTIACompTIA Data+DA0-002Data / AI● activeCompTIA Data+ (DA0-002) is a vendor-neutral, associate-level certification validating foundational competencies in data concepts, data acquisition and preparati→DatabricksDatabricks Certified Data Analyst AssociateDatabricks Data Analyst AssociateData / AI● activeThe Databricks Certified Data Analyst Associate certification validates competency in managing data analytics workflows on the Databricks Lakehouse platform. It→DatabricksDatabricks Certified Data Engineer AssociateDATABRICKS-DEAData / AI● activeThe Databricks Certified Data Engineer Associate credential validates hands-on proficiency with the Databricks Lakehouse Platform and Apache Spark—specifically →DatabricksDatabricks Certified Generative AI Engineer AssociateDatabricks Generative AI Engineer AssociateData / AI● activeThe Databricks Certified Generative AI Engineer Associate certification validates the ability to design, build, and deploy production-grade LLM applications usi→DatabricksDatabricks Certified Machine Learning AssociateDatabricks ML AssociateData / AI● activeThe Databricks Certified Machine Learning Associate is a vendor-specific certification that validates practical ability to perform core machine learning tasks o→dbt Labsdbt Cloud Architectdbt-cloud-architectData / AI● activeThe dbt Cloud Architect Certification validates your ability to design, implement, and operate robust dbt Cloud deployments at enterprise scale. This is an adva→ElasticElastic Certified Associate — ElasticsearchECA-ESData / AI● activeThe Elastic Certified Associate — Elasticsearch validates foundational competency in Elasticsearch cluster operations, data indexing, and search query fundament→Grafana LabsGrafana Certified AssociateGCAData / AI● activeThe Grafana Certified Associate (GCA) validates foundational competency in building, configuring, and managing observability solutions using the Grafana platfor→IBMIBM Certified Associate Developer — Quantum Computation using Qiskit v0.2XC1000-112Data / AI● retiredThe IBM Certified Associate Developer – Quantum Computation using Qiskit v0.2X validates foundational competency in quantum computing using IBM's open-source Qi→IBMIBM Certified watsonx Data Lakehouse Engineer v1 - AssociateC1000-190Data / AI● activeThe IBM Certified watsonx Data Lakehouse Engineer v1 - Associate validates foundational knowledge and hands-on skills in designing, implementing, and managing d→IBMIBM Certified watsonx Data Scientist - AssociateC1000-177Data / AI● activeThe IBM Certified watsonx Data Scientist - Associate credential validates foundational competency in applying machine learning and data science methodologies us→IBMIBM Certified watsonx Generative AI Engineer - AssociateC1000-185Data / AI● activeThe IBM Certified watsonx Generative AI Engineer – Associate validates hands-on competency in designing, building, and deploying generative AI solutions using I→IBMIBM Data Engineer AssociateNot formally assignedData / AI● activeIBM's Data Engineering Professional Certificate is an entry-level credential designed for professionals seeking career-ready skills in data engineering. Launche→MicrosoftMicrosoft Azure AI Engineer AssociateAI-102Data / AI● retiringThe Microsoft Azure AI Engineer Associate certification (AI-102) validates intermediate-level expertise in designing, building, and deploying AI solutions on Mi→MicrosoftMicrosoft Azure Database Administrator AssociateDP-300Data / AI● activeDP-300 is Microsoft's associate-level certification for database administrators managing Azure SQL solutions. Launched in 2019 and updated April 2026, it target→MicrosoftMicrosoft Certified: AI Agent Builder AssociateAB-620Data / AI● betaThe Microsoft Certified: AI Agent Builder Associate validates your ability to design, build, and deploy enterprise-grade AI agents using Microsoft Copilot Studi→MicrosoftMicrosoft Certified: Azure AI Apps and Agents Developer AssociateAI-103Data / AI● betaExam AI-103 validates expertise in building AI applications and agentic solutions on Microsoft Azure, with emphasis on generative AI, multi-agent orchestration,→MicrosoftMicrosoft Certified: Azure AI Cloud Developer AssociateAI-200Data / AI● betaThe Azure AI Cloud Developer Associate certification validates the ability to build, integrate, and deploy AI-augmented cloud solutions on Microsoft Azure. Laun→MicrosoftMicrosoft Certified: Azure Data Scientist AssociateDP-100Data / AI● retiringThe DP-100 certification validates the ability to design, build, and deploy end-to-end machine learning solutions on Azure. Launched in 2019, it targets interme→MicrosoftMicrosoft Certified: Copilot Studio Agent Maker AssociateAB-610Data / AI● newThe Copilot Studio Agent Maker (AB-610) is a new entry-level certification for business users, makers, IT professionals, and citizen developers building low-cod→MicrosoftMicrosoft Certified: Fabric Data Engineer AssociateDP-700Data / AI● activeDP-700 is Microsoft's flagship certification for data engineers using the **Microsoft Fabric** platform, released in March 2025 as a complete replacement for th→MicrosoftMicrosoft Certified: Operationalizing Machine Learning and Generative AI SolutionsAI-300Data / AI● betaThe AI-300 is Microsoft's newest Associate-level certification for machine learning operations (MLOps) engineers, data scientists, and DevOps professionals who →MicrosoftMicrosoft Certified: Power BI Data Analyst AssociatePL-300Data / AI● activePL-300 is Microsoft's Associate-level certification for Power BI practitioners, launched August 2021, targeting data analysts and BI professionals building anal→MicrosoftMicrosoft Dynamics 365 Sales AI Consultant AssociateAB-210Data / AI● betaAB-210 is a new Microsoft Associate-level certification designed for functional consultants and sales professionals who design, configure, and operationalize AI→MongoDBMongoDB Associate Data ModelerC100DMData / AI● activeThe MongoDB Associate Data Modeler certification validates expertise in designing and implementing effective data models for MongoDB. This specialized certifica→MongoDBMongoDB Certified DBA AssociateC100DBAData / AI● activeThe MongoDB Certified DBA Associate certification validates the skills of database administrators, DevOps engineers, and technical leads who design, deploy, and→MongoDBMongoDB Certified Developer AssociateC100DEVData / AI● activeThe MongoDB Certified Developer Associate certification validates the skills of software engineers who build modern applications using MongoDB. This entry-level→NetAppNetApp Certified Associate — Data AdministratorNS0-163Data / AI● activeThe NetApp Certified Associate — Data Administrator (NCDA) is a vendor-specific certification that validates hands-on competency in administering NetApp ONTAP c→New RelicNew Relic Certified Observability PractitionerNR-OPData / AI● activeThe New Relic Certified Observability Practitioner (also known as the Full Stack Observability Practitioner certification) is an Associate-level credential vali→NVIDIANVIDIA-Certified Associate: AI Infrastructure and OperationsNCA:AIIOData / AI● activeThe NCA:AIIO credential certifies foundational and operational knowledge of AI infrastructure—the hardware, networking, software stacks, and orchestration syste→OracleOracle Database Administration I1Z0-082Data / AI● activeThe Oracle Database Administration I (1Z0-082) certification validates fundamental and intermediate skills in managing Oracle Database 19c, including instance c→Pega SystemsPega Certified Decisioning ConsultantPCDCData / AI● activeThe PCDC is a specialist credential focused on Pega's AI-driven decisioning capabilities—specifically the Pega Customer Decision Hub (CDH) and Next Best Action →SalesforceSalesforce Certified Agentforce SpecialistAI-201Data / AI● activeSalesforce Certified Agentforce Specialist (AI-201) is a newer, high-impact certification launched in 2024 that validates skills in designing and managing AI ag→SalesforceTableau Certified Data AnalystDA-201Data / AI● activeThe Tableau Certified Data Analyst (DA-201) certification validates professional-level proficiency with Tableau Desktop, Tableau Prep, and Tableau Server/Cloud →Salesforce / TableauTableau Server Certified AssociateSCA-C01Data / AI● activeThe Tableau Server Certified Associate credential validates hands-on competency in deploying, configuring, and administering Tableau Server in single-machine an→SAPSAP Certified Application Associate - SAP HANA Cloud ModelingC_HCMODData / AI● activeThe SAP Certified Application Associate — SAP HANA Cloud Modeling certification verifies that candidates possess fundamental knowledge and proven practical skil→SAPSAP Certified Associate - Data Analyst - SAP Analytics CloudC_SAC_2415Data / AI● activeSAP Certified Associate - Data Analyst - SAP Analytics Cloud validates hands-on proficiency in designing analytical stories, modeling data, connecting live and →SAPSAP Certified Associate — SAP Master Data GovernanceC_MDG_1909Data / AI● activeThe **C_MDG_1909** certification validates fundamental and applied knowledge in SAP Master Data Governance — a core data management discipline within the broade→SAPSAP Certified Technology Associate - SAP HANA Database AdministratorC_HANATECData / AI● retiredThe C_HANATEC was a vendor-specific Associate-level certification that validated technical knowledge of SAP HANA database administration, architecture, and oper→SAPSAP HANA Database AdministratorC_DBADM_2404Data / AI● activeSAP HANA is SAP's in-memory computing platform that powers next-generation business applications. The Database Administrator certification validates your abilit→SnowflakeSnowflake SnowPro Advanced: Data EngineerDEA-C02Data / AI● activeThe SnowPro Advanced: Data Engineer certification (DEA-C02) validates expertise in designing and managing scalable data pipelines, optimizing performance, imple→SnowflakeSnowflake SnowPro CoreCOF-C02Data / AI● activeThe Snowflake SnowPro Core (COF-C02) validates foundational expertise in designing, deploying, and managing the Snowflake Data Cloud platform. This associate-le→Splunk (Cisco)Splunk O11y Cloud Certified Metrics UserSPLK-4001Data / AI● activeThe Splunk O11y Cloud Certified Metrics User (SOCCMU) is an associate-level certification demonstrating foundational competency in metrics-driven observability →VeritasVeritas Certified Specialist: NetBackup Administrator AdvancedVCS-284Data / AI● activeThe Veritas Certified Specialist: NetBackup Administrator Advanced (VCS-284) is an advanced-level vendor credential validating the ability to configure, maintai→
Professional
L3 · 25 certsSenior-IC level. CCNP, CISSP, AZ-305, AWS SAP, CKS, OSCP, GIAC, Vendor Pro tracks.
Note
AdobeAdobe Certified Professional - Adobe Customer Journey Analytics Business PractitionerAD0-E608Data / AI● activeThe Adobe Certified Professional - Adobe Customer Journey Analytics Business Practitioner credential validates your ability to analyze, interpret, and derive ac→CiscoCisco AppDynamics Professional ImplementerN/AData / AI● activeThe Cisco AppDynamics Professional Implementer certification validates advanced skills in extending, customizing, and deploying the AppDynamics APM platform. Th→ClouderaCloudera CDP Data EngineerCDP-3002Data / AI● activeThe CDP Data Engineer certification validates professional-level expertise in designing, developing, and optimizing data workflows on the Cloudera Data Platform→ClouderaCloudera CDP Machine Learning EngineerCDP-6001Data / AI● activeThe CDP Machine Learning Engineer certification validates professional expertise in developing, deploying, and managing machine learning workflows on the Cloude→CohesityCohesity Certified Implementation Professional – DataProtectCCIP-DataProtectData / AI● activeThe Cohesity Certified Implementation Professional (CCIP) – DataProtect is an advanced professional-level certification validating deep expertise in implementin→CommvaultCommvault Certified ProfessionalCCPData / AI● activeThe Commvault Certified Professional (CCP) is a professional-level vendor credential validating the skills required to install, configure, and administer a Comm→CommvaultCommvault Certified Specialist — Data ProtectionCCS-DPData / AI● activeThe **Commvault Certified Specialist — Data Protection** credential validates foundational and intermediate expertise in enterprise data protection, backup, and→ConfluentConfluent Certified Developer for Apache KafkaCCDAKData / AI● activeThe Confluent Certified Developer for Apache Kafka (CCDAK) is the industry-leading certification for developers and solution architects who build real-time stre→ConfluentConfluent Certified Operator for Apache KafkaCCOAKData / AI● activeThe Confluent Certified Operator for Apache Kafka (CCOAK) is the industry-leading certification for professionals who deploy, configure, monitor, and maintain A→DatabricksDatabricks Certified Machine Learning ProfessionalDatabricks ML ProfessionalData / AI● activeThe Databricks Certified Machine Learning Professional certification validates expertise in designing, implementing, and managing enterprise-scale machine learn→dbt Labsdbt Analytics Engineeringdbt-analytics-engineerData / AI● activeThe dbt Analytics Engineering Certification Exam validates your professional ability to build, test, and maintain analytical models using dbt while applying eng→DynatraceDynatrace ProfessionalDynatrace-ProfessionalData / AI● retiringDynatrace Professional Certification is the mid-level credential in the Dynatrace Certification stack (Associate → Professional → Master). It validates that can→InformaticaInformatica Certified Professional – Cloud Data IntegrationICP-IDMCData / AI● activeThe Informatica Certified Professional – Cloud Data Integration certification validates expertise in designing and implementing cloud-based data integration sol→InformaticaInformatica Certified Professional – Cloud Data QualityICP-DQData / AI● activeThe Informatica Certified Professional – Cloud Data Quality certification validates expertise in designing and implementing data quality solutions on Informatic→InformaticaInformatica Certified Professional – Master Data ManagementICP-MDMData / AI● activeThe Informatica Certified Professional – Master Data Management certification validates advanced expertise in developing, deploying, and administering master da→OracleOracle Cloud Infrastructure 2025 Data Science and AI Professional1Z0-1110-25Data / AI● activeThe Oracle Cloud Infrastructure 2025 Data Science and AI Professional certification (1Z0-1110-25) validates expertise in building and deploying machine learning→OracleOracle Cloud Infrastructure 2025 Generative AI Professional1Z0-1127-25Data / AI● activeThe Oracle Cloud Infrastructure 2025 Generative AI Professional certification validates expert-level competency in designing, building, and deploying generative→OracleOracle Database 19c Administrator Professional1Z0-082 + 1Z0-083Data / AI● activeThe Oracle Database 19c Administrator Professional certification is a two-part exam (1Z0-082 and 1Z0-083) that validates enterprise-grade database administratio→OracleOracle Database 23ai Administration Professional1Z0-183Data / AI● activeThe Oracle Database 23ai Administration Professional (1Z0-183) is a Professional-level certification that validates hands-on expertise in administering Oracle D→SalesforceSalesforce Certified CRM Analytics and Einstein Discovery ConsultantAnalytics-Con-201Data / AI● activeSalesforce Certified CRM Analytics and Einstein Discovery Consultant (Analytics-Con-201) is a professional-level certification for analytics professionals, cons→SalesforceSalesforce Certified Data Cloud ConsultantData Cloud ConsultantData / AI● activeThe Salesforce Certified Data Cloud Consultant validates expertise in designing, configuring, and deploying Salesforce Data Cloud (formerly Customer Data Cloud)→ServiceNowServiceNow Certified Application Specialist - Performance AnalyticsCAS-PAData / AI● activeThe ServiceNow Certified Application Specialist - Performance Analytics (CAS-PA) is an advanced professional credential validating deep expertise in ServiceNow'→SnowflakeSnowPro Advanced: Data ScientistDSA-C03Data / AI● activeSnowPro Advanced: Data Scientist (DSA-C03) is Snowflake's role-based professional certification for data scientists and ML engineers applying advanced machine l→SplunkSplunk Enterprise Certified AdminSPLK-1003Data / AI● activeThe Splunk Enterprise Certified Admin (SPLK-1003) validates professional-level expertise in deploying, configuring, managing, and troubleshooting Splunk Enterpr→Splunk (Cisco)Splunk Cloud Certified AdminSPLK-1005Data / AI● activeThe Splunk Cloud Certified Admin qualification validates hands-on expertise in administering Splunk Cloud deployments. Launched in 2024, this credential is desi→
Expert
L4 · 13 certsArchitect / principal level. CCIE, TOGAF, AWS SAP, Salesforce CTA, VMware VCDX, RHCA.
Note
AdobeAdobe Certified Master - Adobe Experience Platform Architect (RTCDP Focus)AD0-E605 / AD0-E600 (combined)Data / AI● activeThis certification path validates expert-level proficiency in designing, building, and operating Real-Time Customer Data Platform (RTCDP) solutions within Adobe→AdobeAdobe Certified Master – Analytics ArchitectAD0-E208Data / AI● activeThe AD0-E208 Adobe Certified Master – Analytics Architect credential recognizes expert-level proficiency in architecting, implementing, and optimizing enterpris→AWSAWS Certified Machine Learning – SpecialtyMLS-C01Data / AI● retiringThe AWS Certified Machine Learning – Specialty (MLS-C01) validates expertise in building, training, tuning, and deploying machine learning models on AWS. Design→CompTIACompTIA DataX (DataAI)DY0-001Data / AI● activeCompTIA DataX is the vendor-neutral expert certification for senior data scientists and machine learning engineers. Launched July 25, 2024, it validates advance→DatabricksDatabricks Certified Data Engineer ProfessionalDATABRICKS-DEPData / AI● activeThe Databricks Certified Data Engineer Professional validates advanced expertise in leveraging the Databricks Lakehouse Platform to design, optimize, and mainta→NetAppNetApp Certified Implementation Engineer — Data ProtectionNCIE-Data ProtectionData / AI● activeThe NetApp Certified Implementation Engineer — Data Protection (NCIE-DP) is an expert-level certification validating advanced hands-on proficiency in designing,→SalesforceSalesforce Certified Data ArchitectData ArchitectData / AI● activeThe Salesforce Certified Data Architect exam assesses the ability to design enterprise-scale data solutions on the Lightning Platform. Designed for architects a→SalesforceSalesforce Certified Tableau CRM ArchitectAnalytics-Arch-201Data / AI● activeThe Salesforce Certified Tableau CRM Architect (formerly Einstein Analytics+ Architect) validates expert-level expertise in designing, deploying, and scaling en→Salesforce / TableauSalesforce Certified Tableau ArchitectAnalytics-Arch-201Data / AI● activeThe Salesforce Certified Tableau Architect certification validates expertise in designing, deploying, monitoring, and maintaining scalable Tableau infrastructur→SnowflakeSnowflake SnowPro Advanced: ArchitectARA-C01Data / AI● activeThe SnowPro Advanced Architect (ARA-C01) is Snowflake's expert-level certification for data architects and solution architects. It assesses the ability to desig→SnowflakeSnowPro Advanced: Administrator (ADA-C01)ADA-C01Data / AI● unverifiedThe SnowPro Advanced: Administrator (ADA-C01) is an expert-level certification designed for experienced Snowflake platform administrators and architects. This c→SplunkSplunk Core Certified ConsultantSPLK-3003Data / AI● activeThe Splunk Core Certified Consultant (SPLK-3003) is an expert-level certification that validates high-level consulting expertise and the ability to design, depl→Veeam (Commvault)Veeam Certified ArchitectVMCAData / AI● retiredThe Veeam Certified Architect (VMCA) was the highest level of Veeam data protection certification, designed for architects, senior engineers, and solution desig→