Google Cloud
Google Cloud's professional-level certification for architecting, building, productionizing and monitoring ML solutions on Vertex AI and related services. Targeted at experienced ML engineers and data scientists who want one of the most respected cloud ML credentials.
Working professionals and career changers. This is an advanced certification in Professional Certifications, running about Exam: 2 hours, 50-60 multiple choice questions.
$200 exam fee (plus tax where applicable). Registration fee $200; recommended 3+ years industry experience including 1+ year on Google Cloud. Seen 2026-11-01.
AWS's professional-level exam for building and deploying production-ready generative AI solutions centred on Amazon Bedrock; AWS's March 2026 refresh added Amazon Bedrock AgentCore to its scope. For experienced developers on AWS who want a senior credential covering RAG, agents and responsible AI deployment.
CompTIA's vendor-neutral certification on securing AI systems and using AI in security operations, recommended for people with 3-4 years in IT and 2+ years in cybersecurity. Relevant for security professionals who need to govern and defend AI deployments.
A foundational AWS certification validating knowledge of AI/ML and generative AI concepts, AWS AI services (Bedrock, SageMaker) and responsible AI. Designed for business analysts, project managers and sales or product staff who work alongside AI builders rather than build models themselves.