Data & Analytics Certifications
Turn data into competitive advantages. Demonstrate your mastery in Data Engineering, Big Data, and Business Intelligence to extract valuable insights that guide strategic decisions and drive growth.
Data Engineering15 certifications
AWS Certified Data Engineer – Associate
Prove your ability to design, build, and maintain data pipelines on AWS. This certification validates your expertise in data ingestion, transformation, orchestration, and governance using modern AWS services.
AWS Certified Solutions Architect – Associate
Architect secure, resilient, and cost-optimized cloud solutions on AWS. This associate-level certification validates your ability to design and deploy scalable applications using core AWS services, best practices, and the Well-Architected Framework.
Apache Airflow DAG Authoring
Master Apache Airflow DAG Authoring with the official Astronomer certification, validating your expertise in building, testing, and maintaining complex data pipelines.
Apache Airflow Fundamentals
Validate your Apache Airflow expertise with the Astronomer-led certification. Master DAGs, operators, and production workflows for modern data orchestration.
Azure Data Engineer Associate
Become a Microsoft Certified Azure Data Engineer Associate by validating your ability to design scalable data storage, build robust batch and streaming pipelines, and secure, monitor, and optimize enterprise data workloads on Azure.
CDP Data Engineer
Validate your skills in building, managing, and optimizing data pipelines on the Cloudera Data Platform (CDP). Ideal for aspiring data engineers seeking industry-recognized certification.
Databricks Certified Data Engineer Associate
Validate your ability to use Databricks for data engineering tasks including ingestion, transformation, and Lakehouse governance. This associate-level exam tests practical skills with Databricks , Delta Lake, and Lakeflow Jobs.
Databricks Certified Data Engineer Professional
Validate your advanced Databricks skills. Master data engineering at scale using Delta Lake, Spark, and production pipelines. Ideal for senior data engineers seeking professional recognition.
Google Associate Cloud Engineer
Validate your ability to deploy, monitor, and maintain Google Cloud solutions. Ideal for cloud engineers looking to demonstrate foundational GCP architecture and operations skills.
Microsoft Certified: Azure Cosmos DB Developer Specialty
Learn the skills to design and implement data models for Azure Cosmos DB. Validate your ability to build scalable, globally distributed solutions for modern applications using this specialty certification.
Microsoft Fabric Analytics Engineer
Microsoft Fabric Analytics Engineer (DP-600) certification validates expertise in building enterprise analytics solutions with Microsoft Fabric. This associate-level credential covers data preparation, semantic models, and advanced analytics to help data professionals deliver trusted, scalable insights.
Professional Data Engineer
Google Cloud Professional Data Engineer certification validates your ability to design, build, and operationalize secure, scalable data processing systems and ML models. It proves advanced skills in pipelines, analytics, data governance, and Vertex AI.
Salesforce Certified Data Cloud Consultant
Certify your expertise in Salesforce Data Cloud. This exam covers data ingestion, identity resolution, segmentation, activation, and administration. Ideal for consultants who implement customer data platforms and drive personalized customer experiences.
SnowPro Advanced: Data Engineer
Master Snowflake data engineering with advanced pipelines, transformations, performance tuning, storage protection, and governance. This certification validates senior-level skills for real-world production workloads.
SnowPro Core Certification
Validate your foundational knowledge of Snowflake platform architecture, data loading, governance, and optimization. Ideal for data professionals starting their Snowflake journey.
Big Data2 certifications
CDP Administrator - Private Cloud Base
Become a certified Cloudera CDP Private Cloud Base Administrator. Validate skills in managing, securing, and optimizing CDP on private infrastructure. Advance your career.
CDP Administrator - Public Cloud
Become a certified Cloudera CDP Administrator for Public Cloud. Validate skills in deploying, managing, and securing CDP environments on AWS, Azure, or GCP.
Business Intelligence5 certifications
Adobe Certified Expert - Adobe Analytics Business Practitioner
AdobeValidate your Adobe Analytics expertise with this business practitioner certification focused on implementation, reporting, and analysis.
Adobe Certified Expert - Adobe Journey Optimizer Business Practitioner
AdobeValidate your expertise in designing and delivering personalized, cross-channel customer experiences using Adobe Journey Optimizer. This certification confirms your ability to orchestrate real-time journeys and optimize marketing outcomes.
Adobe Certified Expert - Real-Time CDP Business Practitioner
AdobeMaster Adobe's Real-Time CDP to unify customer data, activate audiences, and drive personalized experiences. This certification validates expert-level implementation and strategy skills for marketing technologists.
Adobe Certified Master - Adobe Analytics Architect
AdobeArchitect-level certification validating expertise in Adobe Analytics solution design, implementation strategy, and technical leadership for enterprise analytics environments.
CDP Data Analyst
Master Cloudera's CDP Data Analyst certification to validate your skills in data preparation, analysis, and visualization using modern big data tools.
Data Governance3 certifications
ISACA CGEIT
ISACA's CGEIT validates expertise in enterprise IT governance, covering strategic alignment, resource optimization, benefits realization, and risk management. Designed for experienced leaders, this credential demonstrates the ability to align IT value with enterprise objectives and meet board-level governance expectations.
ISACA CISA
ISACA CISA is a premier certification for IT audit, assurance, and security professionals. It validates expertise in auditing information systems, evaluating governance, managing risk, and protecting digital assets. This credential signals trust, compliance, and professional excellence in audit leadership.
ISC2 CGRC
Validate your expertise in aligning security and privacy programs with organizational goals and legal requirements. The CGRC demonstrates advanced proficiency in managing risk, selecting controls, and maintaining compliance, ideal for professionals who design governance frameworks and navigate complex regulations.
Frequently Asked Questions
What Data & Analytics certifications are available on Certilum?▼
Certilum offers 25 Data & Analytics certifications from providers including Amazon Web Services, Astronomer, Microsoft, Cloudera, Databricks. Each certification includes a practice exam engine with diagnostic scoring to help you prepare.
How do I choose the right Data & Analytics certification?▼
Consider your current experience level and career goals. Data & Analytics certifications range from ASSOCIATE to PROFESSIONAL to EXPERT level. Browse the subcategories below to find the certification that matches your specialization.
Can I practice for Data & Analytics certifications on Certilum?▼
Yes. Every Data & Analytics certification on Certilum includes a diagnostic practice engine with real exam-style questions, domain-level scoring, and a readiness score to help you identify weak areas before test day.