AI Certification Hub
Explore and review community-vetted AI certifications.
TensorFlow Developer Certificate
An exam to test foundational skills in building ML models with TensorFlow, including deep learning, NLP, and computer vision.
Microsoft Certified: Azure AI Engineer Associate (AI-102)
Microsoft
Validates skills to design and implement AI solutions on Microsoft Azure, covering vision, language, speech, and conversational AI.
AWS Certified Machine Learning - Specialty
Amazon Web Services (AWS)
Validates an individual’s ability to design, implement, deploy, and maintain machine learning solutions for given business problems.
Deep Learning Specialization
DeepLearning.AI (Coursera)
A foundational 5-course specialization by Andrew Ng. Covers neural networks, hyperparameter tuning, and sequence models.
IBM AI Engineering Professional Certificate
IBM (Coursera)
A 6-course professional certificate covering topics like machine learning, deep learning, computer vision, and NLP using Python and IBM Watson.
AWS Certified AI Practitioner (AIF-C01)
Amazon Web Services
Foundational AWS exam on AI, machine learning and generative AI concepts, use cases and responsible AI, plus the AWS services that support them (such as Amazon Bedrock and SageMaker). Aimed at business and technical people who use AI rather than build models.
AWS Certified Machine Learning Engineer - Associate
Amazon Web Services
Validates building, deploying and operating ML workloads on AWS: data preparation, model training and tuning in SageMaker, deployment, monitoring, and MLOps automation. AWS's main ML engineering credential now that the ML Specialty has been retired.
AWS Certified Generative AI Developer - Professional (AIP-C01)
Amazon Web Services
Professional-level AWS exam for developers who build production generative AI applications: foundation model selection, Amazon Bedrock, RAG and vector stores, agents, prompt engineering, evaluation, security and cost optimization.
Google Cloud Professional Machine Learning Engineer
Google Cloud
Validates designing, building and productionizing ML models on Google Cloud with Vertex AI, including data pipelines, training, serving, MLOps, monitoring, generative AI solutions and responsible AI practices.
Google Cloud Generative AI Leader
Google Cloud
Non-technical Google Cloud certification for leaders and business professionals. Covers generative AI fundamentals, Google's gen AI offerings (Gemini, Vertex AI, agents) and how to drive gen AI adoption responsibly in an organization.
Google AI Essentials
Self-paced Google course and certificate teaching practical use of generative AI tools for everyday work: writing prompts, boosting productivity and using AI responsibly. No technical background required.
Google Prompting Essentials
Short Google certificate course on writing effective prompts for generative AI, covering a repeatable prompting framework, multi-step prompts, and using AI as a creative or analytical partner at work.
Microsoft Certified: Azure AI Fundamentals (AI-901)
Microsoft
Entry-level Microsoft certification on AI and machine learning concepts, generative AI, and the Azure AI services used to build AI solutions. AI-901 is the current exam, replacing the older AI-900.
Microsoft Exam AI-103: Developing AI Apps and Agents on Azure
Microsoft
Associate-level Microsoft exam for developers building generative AI apps and AI agents on Azure (Azure AI Foundry, Azure OpenAI, retrieval, agent orchestration, responsible AI). It succeeds AI-102 (Azure AI Engineer Associate), which retired on 30 June 2026.
Microsoft Exam AI-300: Machine Learning Operations (MLOps) Engineer
Microsoft
Microsoft's associate-level MLOps exam covering training, deploying, monitoring and automating machine learning and generative AI models on Azure. Introduced as the successor path for the retired DP-100 Azure Data Scientist certification.
Microsoft Certified: Multi-Agent AI Solutions Expert (AI-500)
Microsoft
Expert-level Microsoft certification (exam AI-500) for designing and implementing multi-agent AI solutions on Microsoft platforms, including agent orchestration, tools, governance and evaluation.
Microsoft Certified: Agentic AI Business Solutions Architect Expert (AB-100)
Microsoft
Expert-level Microsoft certification for architects who design agentic AI solutions across Dynamics 365, Power Platform and Copilot Studio, from business requirements through deployment and governance.
Microsoft Certified: AI Transformation Leader (AB-731)
Microsoft
Business-focused Microsoft certification for leaders who plan and drive AI adoption: identifying use cases, Microsoft 365 Copilot and Azure AI capabilities, change management, ROI and responsible AI governance.
Microsoft Certified: AI Business Professional (AB-730)
Microsoft
Microsoft certification for business users who apply generative AI and Microsoft 365 Copilot in daily work: prompting, content creation, analysis, agents and safe, responsible use.
NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL)
NVIDIA
Entry-level NVIDIA certification on the fundamentals of developing, integrating and maintaining AI-driven applications with large language models, including prompt engineering, fine-tuning basics and NVIDIA's gen AI tooling.
NVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM)
NVIDIA
Entry-level NVIDIA certification covering foundational skills to design, implement and manage AI systems that combine text, image, audio and other data types.
NVIDIA-Certified Associate: AI Infrastructure and Operations (NCA-AIIO)
NVIDIA
Entry-level NVIDIA certification on AI infrastructure concepts: GPUs and accelerated computing, networking and storage for AI, data center and cloud deployment, and AI operations basics.
NVIDIA-Certified Professional: Agentic AI (NCP-AAI)
NVIDIA
Professional-level NVIDIA certification for engineers who design, build, deploy and evaluate agentic AI systems with LLMs, including multi-agent architectures, tool use, memory, guardrails and NVIDIA NIM/NeMo tooling.
Databricks Certified Generative AI Engineer Associate
Databricks
Validates designing and implementing LLM-enabled solutions on Databricks: RAG applications, chains and agents, vector search, model serving, evaluation and governance with Unity Catalog and MLflow.
Databricks Certified Machine Learning Associate
Databricks
Validates using Databricks for basic machine learning tasks: AutoML, feature engineering, MLflow experiment tracking, model training and deployment on the Databricks Data Intelligence Platform.
Databricks Certified Machine Learning Professional
Databricks
Advanced Databricks certification for production ML: scalable training, experiment and model lifecycle management with MLflow, deployment strategies, and monitoring of models in production.
Claude Certified Architect - Foundations
Anthropic
Anthropic's official certification for people who design and build solutions with Claude: Claude API usage, prompt and context engineering, tool use and agents, Claude Code, MCP, and production reliability. Preparation material is available free through Anthropic Academy.
Anthropic Academy: Building with the Claude API
Anthropic
Free Anthropic course with a certificate of completion covering the Claude API end to end: prompting, tool use, RAG, prompt caching, MCP and building agents and workflows.
OpenAI Certifications: AI Foundations
OpenAI
OpenAI's own certification course (delivered through OpenAI Academy) teaching practical, job-ready use of ChatGPT and AI at work, with hands-on tasks completed inside ChatGPT.
IBM Generative AI Engineering Professional Certificate
IBM
IBM program on Coursera for building generative AI applications: Python, deep learning, transformers, fine-tuning LLMs, LangChain, RAG and deploying gen AI apps.
IBM RAG and Agentic AI Professional Certificate
IBM
IBM program on Coursera focused on retrieval-augmented generation and agentic AI: vector databases, multimodal RAG, LangChain/LangGraph, multi-agent systems and a capstone project.
Machine Learning Specialization (Stanford & DeepLearning.AI)
DeepLearning.AI
Andrew Ng's foundational three-course program covering supervised learning, neural networks, decision trees, unsupervised learning, recommender systems and reinforcement learning, with Python labs.
Natural Language Processing Specialization
DeepLearning.AI
Four-course program on NLP techniques from classification and vector spaces through probabilistic models, sequence models and attention/transformer models.
Generative AI with Large Language Models
DeepLearning.AI & AWS
Course with certificate on how LLMs work and the generative AI project lifecycle: transformer architecture, pre-training, fine-tuning, RLHF, evaluation and deployment.
AI For Everyone
DeepLearning.AI
Non-technical course by Andrew Ng explaining what AI can and cannot do, how to spot AI opportunities in an organization, and how to work with AI teams.
Prompt Engineering for ChatGPT
Vanderbilt University
Course with certificate from Vanderbilt on Coursera teaching prompt patterns and techniques to get reliable, high-quality results from large language models like ChatGPT.
Salesforce Certified AI Associate
Salesforce
Entry-level Salesforce certification on AI fundamentals, data quality and ethics for AI, and how AI capabilities are applied within the Salesforce platform.
Salesforce Certified Agentforce Specialist
Salesforce
Validates configuring and deploying Salesforce Agentforce AI agents, prompt templates, Data Cloud grounding and the Einstein Trust Layer. Formerly called Salesforce Certified AI Specialist.
Oracle Cloud Infrastructure AI Foundations Associate
Oracle
Free entry-level Oracle certification on AI, machine learning, deep learning and generative AI concepts and the OCI AI services that support them.
Oracle Cloud Infrastructure Generative AI Professional
Oracle
Professional Oracle certification on LLMs, the OCI Generative AI service, RAG with Oracle Database 23ai vector search, LangChain and building and deploying gen AI applications on OCI.
SnowPro Specialty: Gen AI
Snowflake
Snowflake specialty certification validating skills to build generative AI solutions in Snowflake with Cortex AI: LLM functions, Cortex Search, RAG, fine-tuning and governance.
IAPP Artificial Intelligence Governance Professional (AIGP)
IAPP
Certification from the International Association of Privacy Professionals on governing AI: AI risk management, laws and standards such as the EU AI Act, and overseeing the AI lifecycle responsibly.
ISACA Advanced in AI Audit (AAIA)
ISACA
Advanced ISACA certification for experienced auditors on auditing AI systems: AI governance and risk, AI operations, and AI-enabled audit tools and techniques.
ISACA Advanced in AI Security Management (AAISM)
ISACA
Advanced ISACA certification for security managers on securing AI: AI governance and program management, AI risk management, and AI security technologies and controls.
ISACA Advanced in AI Risk (AAIR)
ISACA
Advanced ISACA certification for risk professionals on identifying, assessing and managing risks across the AI lifecycle.
CompTIA SecAI+
CompTIA
Vendor-neutral CompTIA certification at the intersection of AI and cybersecurity: securing AI systems, defending against AI-specific attacks, using AI for security operations, and AI governance and compliance.
PMI Certified Professional in Managing AI (PMI-CPMAI)
Project Management Institute
PMI certification on running AI and data projects with the CPMAI methodology: business understanding, data readiness, model development, evaluation and operationalization of AI solutions.
Hugging Face AI Agents Course Certificate
Hugging Face
Free Hugging Face course with certificates covering how AI agents work and how to build them with frameworks such as smolagents, LlamaIndex and LangGraph, plus a final hands-on agent project.
CS50's Introduction to Artificial Intelligence with Python
Harvard University
Harvard course (free to audit, verified certificate available) on the concepts and algorithms of modern AI: search, knowledge representation, probability, optimization, machine learning, neural networks and NLP, built in Python.
Stanford Artificial Intelligence Graduate Certificate
Stanford University
Graduate-level credit-bearing certificate from Stanford Engineering covering machine learning, deep learning, NLP, computer vision, robotics and other AI topics taught by Stanford faculty.
Elements of AI
University of Helsinki & MinnaLearn
Free online course with certificate that teaches what AI is, what it can and cannot do, and how it affects society. No math or programming required; available in many languages.
Kaggle Learn: Intro to Machine Learning
Kaggle
Free hands-on Kaggle micro-course with certificate: build your first machine learning models with decision trees and random forests in Python notebooks.
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