Certification practice hub

AI / LLM Engineering

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Career path: AI / LLM Engineering

Apache Flink Developer Certification

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AWS Certified Advanced Networking – Specialty

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AWS Certified Advanced Networking – Specialty (v2)

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AWS Certified Data Analytics – Specialty

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AWS Certified Data Engineer – Associate (v2)

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AWS Certified Generative AI Specialty

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AWS Certified Machine Learning – Engineer Professional

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AWS Certified Machine Learning – Operations Specialty

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AWS Certified Machine Learning – Specialty

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AWS Certified Security – Architect Professional

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AWS Certified Security – Digital Forensics

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AWS Certified Security – Operations

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AWS Certified Security – Specialty

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AWS Certified Security – Specialty (v2)

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AWS Certified Security – Specialty (v3)

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AWS Certified Security – Specialty (v4)

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Backend Engineering

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CCSP Advanced – Cloud Security Professional

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Certified AI & Machine Learning Specialist

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Certified AI Ethics Professional

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Certified AI Governance and Compliance Professional

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Certified AI Governance and Ethics Professional

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Certified AI Infrastructure Architect

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Certified AI Infrastructure Engineer

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Certified Blockchain Developer

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Certified Blockchain Solutions Architect (CBSA)

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Certified Chaos Engineering Practitioner

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Certified Chaos Engineering Professional

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Certified Cloud Infrastructure Architect

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Certified Cloud Native Developer

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Certified Cloud Native Security Professional (CCSP)

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Certified Cloud Native Security Specialist

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Certified Cloud Network Professional (CCNP Cloud)

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Certified Cloud Security Architect Professional (CCSAP)

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Certified Cloud Security Professional (CCSP)

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Certified Data Architect – Professional

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Certified Data Engineer Professional

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Certified Data Fabric Architect

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Certified Data Fabric Professional

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Certified Data Mesh Architect

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Certified Data Mesh Expert

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Certified Data Mesh Professional

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Certified Data Science Engineer

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Certified Data Science Professional (CDSP)

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Certified DevOps Architect

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Certified DevSecOps Architect

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Certified DevSecOps Engineer (CDSE)

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Certified DevSecOps Professional (CDSP)

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Certified Edge AI Developer

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Certified Edge Computing Architect

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Certified Edge Computing Expert

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Certified Edge Infrastructure Engineer

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Certified Information Security Manager (Advanced)

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Certified Information Security Manager (CISM)

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Certified Information Systems Auditor (CISA)

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Certified Kubernetes Security Specialist (CKS)

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Certified Kubernetes Security Specialist (CKSA)

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Certified Multi-Cloud Architect

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Certified Network Automation Engineer

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Certified Network Automation Engineer (v2)

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Certified Observability Architect

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Certified Observability Engineer

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Certified Observability Expert

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Certified Quantum Computing Developer

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Certified Quantum Machine Learning Engineer

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Certified Serverless Architect – Associate

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Cisco Certified Design Expert (Advanced)

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Cisco Certified Internetwork Expert (CCIE) Enterprise Wireless

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Cloud Engineering

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CompTIA Cybersecurity Analyst (CySA+)

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Data Engineering

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Career path: Data Engineering

Databricks Data Engineer Associate

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Databricks DE Professional — 04 · Data Ingestion & Acquisition

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1,020 exam-style questions across all 10 sections of the July 2026 exam guide: Lakeflow Spark Declarative Pipelines, Auto Loader, Delta Lake, Unity Catalog, Jobs, monitoring, security, CI/CD with Declarative Automation Bundles, and data modeling.

dbt Analytics Engineer

dbt Labs

Models, tests, macros, jinja, deployment — the full exam blueprint.

Elastic Certified Engineer

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Frontend Engineering

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Google Cloud Certified – Professional Cloud Security Professional

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Google Cloud Certified Professional AI Platform Engineer

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Google Cloud Certified Professional Cloud Network Engineer

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Google Cloud Certified Professional Cloud Network Engineer

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Google Cloud Certified Professional Cloud Network Engineer

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Google Cloud Certified Professional Cloud Security Engineer

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Google Cloud Certified Professional Cloud Security Engineer (v2)

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Google Cloud Certified Professional Data Engineer

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Google Cloud Certified Professional Data Scientist

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Google Cloud Certified: AI Infrastructure Specialist

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Google Cloud Data Governance Engineer

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Google Cloud Professional Cloud Network Engineer (v3)

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HashiCorp Certified Boundary Associate

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HashiCorp Certified: Consul Associate

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HashiCorp Certified: Vault Associate

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IBM Certified Solution Architect – Cloud Solutions v2

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ISTEB Advanced Site Reliability Engineering

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ISTEB Advanced Site Reliability Engineering Practitioner

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ISTEB Certified SRE Leader

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ISTEB Certified SRE Practitioner

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ISTEB Foundations in Site Reliability Engineering

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Juniper Networks Certified Network Engineer (JNCIE-ENT) v3

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Linux Foundation Certified System Security Professional (LFCS-SSP)

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Microsoft Azure Data Scientist Associate (v2)

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Microsoft Azure Solutions Architect Expert (v3)

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Microsoft Certified: Azure AI Engineer Associate

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Microsoft Certified: Azure AI Solution Architect

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Microsoft Certified: Azure Cosmos DB Developer

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Microsoft Certified: Azure Data Engineer Associate

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Microsoft Certified: Azure Data Scientist Associate

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Microsoft Certified: Azure DevOps Engineer Expert

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Microsoft Certified: Azure DevOps Engineer Expert

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Microsoft Certified: Azure DevOps Engineer Expert

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Microsoft Certified: Azure DevOps Engineer Expert – Security Focus

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Microsoft Certified: Azure DevOps Engineer Expert (v2)

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Microsoft Certified: Azure Security Engineer Associate

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Microsoft Certified: Azure Security Engineer Expert

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Microsoft Certified: Azure Solutions Architect Expert (v2)

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Oracle Cloud Infrastructure Architect Professional

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Palo Alto Networks Certified Cloud Security Engineer (PCCSE)

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Snowflake Data Architect Certification

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SnowPro Core

Snowflake

Architecture, warehouses, storage, semi-structured data, performance tuning.

SQL Mastery

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