Certificaciones por proveedor
Una selección inicial para orientar el aprendizaje. El roadmap no depende de certificaciones pagadas, pero las usa como señal de profundidad por rol.
Google Cloud
Google Cloud Digital Leader
Primer contacto cloud · Product owners técnicos
Professional Machine Learning Engineer
AI Platform Engineer · AI Architect
Google Cloud Generative AI Leader
Liderazgo técnico · Fundamentos de IA generativa en Google Cloud
Google Professional Cloud Architect
AI Architect · Cloud AI
AWS
AWS Solutions Architect - Associate
Cloud Engineer · AI Architect
AWS Certified Machine Learning Engineer - Associate
AI Engineer · AI Platform Engineer
AWS Certified AI Practitioner
Primer contacto con IA en AWS · Backend Engineer → AI Engineer
AWS Certified Machine Learning - Specialty
ML/AI Engineer avanzado · AI Platform Engineer
AWS Certified Developer - Associate
Backend para IA · Serverless en AWS
Azure
Microsoft Certified: Azure AI Engineer Associate
AI Engineer · Cloud Engineer
Microsoft Certified: Azure AI Fundamentals
Fundamentos de IA · Primer acercamiento a Azure AI
Microsoft Certified: Azure AI Apps and Agents Developer Associate
Agentes · AI apps con Azure AI Foundry
Azure Developer Associate
Backend para IA · Serverless en Azure
Databricks
Databricks Generative AI Engineer Associate
Data Engineer · AI Engineer
NVIDIA
NVIDIA Generative AI LLMs
AI Engineer · AI Platform Engineer
NVIDIA AI Infrastructure and Operations
AI Platform Engineer · Infraestructura para agentes y LLMs
DeepLearning.AI / Coursera
Machine Learning Specialization
Bases de ML · Transición desde backend
DeepLearning.AI Prompt Engineering for Developers
Prompt engineering · Backend Engineer → AI Engineer
GitHub / Microsoft Learn
GitHub Certified: Agentic AI Developer
Developer · DevOps Engineer · Solution Architect · AI Engineer